Executar queries no Vector Search

As queries do MongoDB Vector Search assumem a forma de um estágio de pipeline de agregação. Para as queries do$vectorSearch, MongoDB Vector Search retorna os resultados da sua pesquisa semântica.

Observação

O MongoDB Vector Search suporta ANN pesquisa em clusters que executam o MongoDB v6.0.11, v7.0.2, ou posterior e pesquisa ENN em clusters que executam o MongoDB v6.0.16, v7.0.10, v7.3.2, ou mais tarde.

Definição

O estágio $vectorSearch executa uma pesquisa de ANN ou ENN em um vetor no campo especificado.

Pesquisa ANN

Para a pesquisa de ANN, o MongoDB Vector Search encontra incorporações vetoriais em seus dados que estão mais próximas da incorporação do vetor em sua consulta com base em sua proximidade no espaço multidimensional e com base no número de vizinhos que ele considera. Ele usa o algoritmo Hierarchical Navigable Small Worlds e encontra as incorporações vetoriais mais semelhantes à incorporação vetorial em sua query sem examinar todos os vetores. Portanto, a pesquisa ANN é ideal para consultar grandes conjuntos de dados sem filtragem significativa.

Observação

Normalmente, considera-se que a recuperação ideal para a pesquisa ANN esteja em torno de 90a95% de sobreposição nos resultados com a pesquisa ENN, mas com latência significativamente menor. Isso fornece um bom equilíbrio entre precisão e desempenho. Para conseguir isso com a Vector Search do MongoDB, ajuste o parâmetro numCandidates no momento da query.

Pesquisa ENN

Para a pesquisa ENN, o MongoDB Vector Search pesquisa exaustivamente todas as incorporações de vetor indexadas calculando a distância entre todas as incorporações e encontra o vizinho mais próximo exato para a incorporação do vetor em sua consulta. Isso é computacionalmente intensivo e pode impacto negativamente a latência da query. Portanto, recomendamos pesquisas ENN para os seguintes casos de uso:

Você deseja determinar o recall e a precisão da query ANN usando os resultados ideais e exatos para a query ENN.
Você deseja executar queries de menos de documentos 10000 sem precisar ajustar o número de vizinhos mais próximos a serem considerados.
Você deseja incluir pré-filtros seletivos em sua query em relação a coleções em que menos de 5% dos seus dados atendem ao pré-filtro fornecido.

Se você ativar a quantização automática, o MongoDB Vector Search usará somente os vetores de fidelidade total para consultas ENN.

Sintaxe

O campo que você deseja pesquisar deve ser indexado como tipo de vetor MongoDB Vector Search vector dentro de um tipo de índice vectorSearch.

$vectorSearch

Um pipeline $vectorSearch tem a seguinte forma de protótipo:

{
  "$vectorSearch": {
    "exact": true | false,
    "filter": {<filter-specification>},
    "index": "<index-name>",
    "limit": <number-of-results>,
    "numCandidates": <number-of-candidates>,
    "path": "<field-to-search>",
    "queryVector": [<array-of-numbers>]
  }
}

Campos

O estágio $vectorSearch recebe um documento com os seguintes campos:

Campo	Tipo	necessidade	Descrição
`exact`	booleano	Opcional	Isso é necessário se `numCandidates` for omitido. Sinalizador que especifica se a pesquisa ENN ou ANN deve ser executada. O valor pode ser um dos seguintes: `false` - para executar a pesquisa ANN `true` - para executar a pesquisa ENN Se omitido, o padrão é `false`. O MongoDB Vector Search suporta pesquisa ANN em clusters que executam o MongoDB v6.0.11, v7.0.2, ou posterior e pesquisa ENN em clusters que executam o MongoDB v6.0.16, v7.0.10, v7.3.2, ou mais tarde.
`filter`	documento	Opcional	Expressão MQL que compara um campo indexado para ser usada como pré-filtro. Você pode aplicar filtro a valores booleanos, data, objectId, valores numéricos, string e UUID, incluindo arrays desses tipos. Para saber quais operadores MQL o MongoDB Vector Search suporta em seu filtro, consulte Pré-filtro de Vector Search do MongoDB.
`index`	string	Obrigatório	Nome do índice do MongoDB Vector Search a ser usado. A Vector Search do MongoDB não retorna resultados se você digitar incorretamente o nome do índice ou se o índice especificado ainda não existir no cluster.
`limit`	número	Obrigatório	Número (somente do tipo `int`) de documentos para retornar nos resultados. Este valor não pode exceder o valor de `numCandidates` se você especificar `numCandidates`.
`numCandidates`	número	Opcional	Este campo é obrigatório se `exact` for `false` ou omitido. Número de vizinhos mais próximos a serem utilizados durante a pesquisa. O valor deve ser menor ou igual a (`<=`) `10000`. Você não pode especificar um número menor que o número de documentos a serem retornados (`limit`). Recomendamos especificar um número pelo menos 20 vezes maior que o número de documentos a serem retornados (`limit`) para aumentar a precisão. Esse padrão de solicitação excessiva é a maneira recomendada de equilibrar a latência e recall em suas pesquisas ANN, e recomendamos ajustar esse parâmetro com base no tamanho específico do seu conjunto de dados e nos requisitos de query. Para aprender mais sobre outras variáveis que podem impactar este parâmetro, consulte Seleção de `numCandidates`.
`path`	string	Obrigatório	Campo do tipo vetor indexado para pesquisa.
`queryVector`	array de números	Obrigatório	Array de números de `float32`, vetores BSON BinData com subtipo `float32`, ou vetores BSON BinData com subtipo `int1` ou tipo `int8` que representam o vetor de consulta. Para aprender mais sobre como gerar vetores BSON `binData` com subtipo `float32`, `int8`, `int1`, consulte Como ingerir vetores pré-quantizados. O tamanho da array deve corresponder ao número do vetor `dimensions` especificado na definição de índice para o campo. Você deve incorporar sua query com o mesmo modelo que utilizou para incorporar os dados. Você pode executar query de suas incorporações com vetores de fidelidade total, desde que o subtipo de vetor seja o mesmo. Isso só é possível com vetores `binData` com subtipo `float32`. Se você usar qualquer outro subtipo (`int8` ou `int1`), o MongoDB Vector Search não retornará nenhum resultado ou erro.

Clientes aceitos

Você pode executar$vectorSearchconsultas usando a interface do usuário do Atlas , mongoshe qualquer driver MongoDB .

Você também pode utilizar a Vector Search do MongoDB com implementações locais do Atlas que você cria com o Atlas CLI. Para saber mais, consulte Criar uma implantação de Atlas local.

Limitações

$vectorSearch é suportado apenas em clusters Atlas que executam as seguintes versões MongoDB:

v6.0.11
v7.0.2 e posterior (incluindo RCs).

$vectorSearch não pode ser usado na definição de exibição e nos seguintes estágios de pipeline:

$lookup sub-pipeline
$facet estágio do pipeline

Você pode passar os resultados de $vectorSearch para esse estágio.

Comportamento

$vectorSearch deve ser o primeiro estágio de qualquer pipeline onde aparece.

Índice de Vector Search do MongoDB

Você deve indexar os campos a serem pesquisados usando o $vectorSearch estágio dentro de uma definição de índice do tipo vectorSearch. Você pode indexar os seguintes tipos de campos em uma definição de índice do tipo vectorSearch do MongoDB Vector Search :

Campos que contêm incorporações vetoriais como tipo de vetor.
Campos adicionais, como o tipo de filtro para viabilizar a pesquisa vetorial em dados pré-filtrados.

Para saber mais sobre esses tipos de campo do MongoDB Vector Search, consulte Como indexar campos para o Vector Search.

Pontuação de Vector Search do MongoDB

O MongoDB Vector Search atribui uma pontuação, em um intervalo fixo de 0 a 1 (onde 0 indica baixa similaridade e 1 indica alta similaridade), a cada documento retornado.

A pontuação é calculada de acordo com a medida de similaridade que você especifica na definição do índice. Para semelhanças entre cosine e dotProduct, o MongoDB Vector Search normaliza a pontuação para garantir que a pontuação não seja negativa.

Para cosine, o MongoDB Vector Search utiliza o seguinte algoritmo para normalizar a pontuação:

score = (1 + cosine(v1,v2)) / 2

Este algoritmo normaliza a pontuação considerando a pontuação de similaridade do vetor de documento (v1) e do vetor de query (v2), que tem o intervalo [-1, 1]. O MongoDB Vector Search adiciona 1 à pontuação de similaridade para normalizar a pontuação para um intervalo [0, 2] e depois divide por 2 para garantir um valor entre 0 e 1.

Para dotProduct, o MongoDB Vector Search utiliza o seguinte algoritmo para normalizar a pontuação:

score = (1 + dotProduct(v1,v2)) / 2

Para euclidean similaridade, o MongoDB Vector Search usa o seguinte algoritmo para normalizar a pontuação e garantir um valor entre 0 e 1:

score = 1 / (1 + euclidean(v1,v2))

Este algoritmo normaliza a pontuação calculando a distância euclideana, que é a distância entre o vetor de documento (v1) e o vetor de query (v2), que tem o intervalo [0, ∞]. O MongoDB Vector Search transforma a distância em uma pontuação de similaridade adicionando 1 à distância e, em seguida, divide 1 pelo resultado para garantir um valor entre 0 e 1.

Cada documento retornado inclui a pontuação como metadados. Para incluir a pontuação de cada documento retornado junto com o conjunto de resultados, use um estágio $project em seu pipeline de agregação.

Para recuperar a pontuação dos resultados da sua consulta de Vector Search do MongoDB, use o vectorSearchScore como o valor na expressão $meta. Ou seja, após o estágio $vectorSearch, no estágio $project o campo score recebe a expressão $meta. A expressão exige o valor vectorSearchScore para retornar a pontuação dos documentos para a pesquisa vetorial.

Exemplo

1 db.<collection>.aggregate([
2   {
3     "$vectorSearch": {
4       <query-syntax>
5     }
6   },
7   {
8     "$project": {
9       "<field-to-include>": 1,
10       "<field-to-exclude>": 0,
11       "score": { "$meta": "vectorSearchScore" }
12     }
13   }
14 ])

Observação

A pré-filtragem de seus dados não afeta a pontuação que o MongoDB Vector Search retorna usando $vectorSearchScore para $vectorSearch consultas.

Pré-filtro de Vector Search do MongoDB

A opção filter $vectorSearch corresponde aos valores booleanos, data, objectId, valores numéricos, de string e UUID do BSON, incluindo arrays desses tipos.

Você deve indexar os campos nos quais deseja filtrar os dados como tipo de filtro em uma definição de índice do tipo vectorSearch. É útil filtrar os dados para restringir o escopo da pesquisa semântica e garantir que nem todos os vetores sejam considerados para comparação.

O MongoDB Vector Search suporta a opção $vectorSearch filter para os seguintes operadores MQL:

Tipo	Operador MQL
Iguais	`$eq`, `$ne`
faixa	`$gt`, `$lt`, `$gte`, `$lte`
No conjunto	`$in`, `$nin`
Lógica	`$not`, `$nor`, `$and`, `$or`

Observação

A opção $vectorSearch filter não suporta outros operadores de query, operadores de pipeline de agregação ou operadores de pesquisa MongoDB.

Considerações

O MongoDB Vector Search suporta a forma abreviada de $eq. Na forma abreviada, você não precisa especificar $eq na query.

Exemplo

Por exemplo, considere o seguinte filtro com $eq:

"filter": { "_id": { "$eq": ObjectId("5a9427648b0beebeb69537a5") }

Você pode executar a consulta anterior usando a forma curta de $eq da seguinte maneira:

"filter": { "_id": ObjectId("5a9427648b0beebeb69537a5") }

Você também pode especificar uma array de filtros em uma única query usando o operador $and.

Exemplo

Por exemplo, considere o seguinte pré-filtro para documentos com um campo genres igual a Action e um campo year com o valor 1999, 2000 ou 2001:

"filter": {
  "$and": [
    { "genres": "Action" },
    { "year": { "$in": [ 1999, 2000, 2001 ] } }
  ]
}

`numCandidates` Seleção

Para a pesquisa ANN, recomendamos especificar um número numCandidates pelo menos 20 vezes maior do que o número de documentos a serem retornados (limit) para aumentar a precisão. Por exemplo, se você definir limit para retornar 5 resultados, considere definir numCandidates como 100 como ponto de partida. Um número mais alto também reduz quaisquer discrepâncias entre os resultados da sua consulta ANN e ENN. Para aprender mais, veja Como medir a precisão dos resultados da sua query.

Este padrão de solicitação excessiva é a maneira recomendada de compensar a latência e o recall em suas pesquisas ANN. No entanto, recomendamos ajustar este parâmetro com base no tamanho específico do seu conjunto de dados e nos requisitos da query. Para garantir que você obtenha resultados precisos, considere as seguintes variáveis:

Tamanho do índice: coleções maiores normalmente exigem valores de numCandidates mais altos para manter o recall. Uma coleção com milhões de vetores pode precisar de muito mais candidatos do que uma com milhares de vetores.
Valor-limite: como numCandidates está altamente correlacionado com o tamanho do índice, valores baixos de limit exigem valores proporcionalmente mais altos de numCandidates para manter o recall.
Quantização de vetores: vetores quantizados reduzem o armazenamento ao custo da precisão. O uso de vetores quantizados (subtipos int8 ou int1) pode exigir valores de numCandidates mais altos em comparação com vetores de precisão total float32 para manter um recall semelhante.

Paralelização da Execução de Consultas Entre Segmentos

Recomendamos nós de pesquisa dedicados para isolar o processamento de query de pesquisa vetorial. Você poderá ver o desempenho aprimorado da consulta nos nós de pesquisa dedicados. Observe que os sistemas de alta CPU podem fornecer mais melhorias de desempenho. Quando o MongoDB Vector Search é executado em nós de pesquisa, o MongoDB Vector Search paraleliza a execução da query em segmentos de dados.

A paralelização do processamento de queries melhora o tempo de resposta em muitos casos, como queries em grandes conjuntos de dados. O uso do paralelismo intraquery durante o processamento de query do MongoDB Vector Search utiliza mais recursos, mas melhora a latência para cada query individual.

Observação

A Vector Search do MongoDB não garante que cada query seja executada simultaneamente. Por exemplo, quando muitas queries simultâneas são enfileiradas, o MongoDB Vector Search pode voltar para a execução de thread único.

Você pode ver resultados inconsistentes para as mesmas queries sucessivas. Para atenuar isso, aumente o valor de numCandidates nas queries $vectorSearch.

Exemplos

As queries a seguir pesquisam a coleção de amostras de queries sample_mflix.embedded_movies usando o estágio $vectorSearch. As queries pesquisam o campo plot_embedding_voyage_3_large, que contém incorporações criadas usando o modelo de incorporações voyage-3-large da Voyage AI.

➤ Use o menu suspenso Selecione a linguagem para definir a linguagem dos exemplos nesta página.

Pré-requisitos

Antes de executar estes exemplos, realize as seguintes ações:

Adicione a coleção de amostra ao seu cluster Atlas.
Crie os índices de amostra para a coleção. Para instruções, veja os exemplos básicos e de filtro em Criar e gerenciar índices para o idioma desejado.

Observação

Se você usar mongosh, colar o queryVector do código de amostra no seu terminal pode levar algum tempo, dependendo da sua máquina.

Exemplos de ANN

A query abaixo usa o estágio $vectorSearch para pesquisar o campo plot_embedding_voyage_3_large usando incorporações vetoriais para a string viagem no tempo. Ela considera até 150 vizinhos mais próximos, e retorna 10 documentos nos resultados. A query também especifica um estágio $project para fazer o seguinte:

Excluir o campo _id e inclua somente os campos plot e title nos resultados.
Adicione um campo chamado score que exibe a pontuação da pesquisa vetorial para cada documento nos resultados.

Salve as seguintes incorporações em um arquivo chamado query-embeddings.js:

TIME_TRAVEL_EMBEDDING=[-0.034731735,0.008558298,-0.0153717,-0.029912498,0.011549547,0.010261648,-0.011964999,-0.023265276,0.010303194,-0.006896493,-0.00054528,0.003926015,-0.025757983,0.027419789,0.001199616,-0.036227357,-0.005297005,0.021935832,0.010303194,-0.019193852,0.025093261,-0.040049512,-0.033900831,-0.011466458,-0.01827986,-0.0153717,0.023265276,0.007727395,0.000114249,0.005317777,-0.043871664,-0.02127111,-0.019609304,0.016368784,-0.004756918,0.003552109,0.006522586,-0.005400868,-0.015620971,-0.034565553,-0.018695312,-0.023099095,0.050851244,-0.034731735,0.004819236,0.022268193,-0.095719993,0.05517194,-0.046198189,-0.036393538,0.007187308,-0.02459472,-0.036725901,0.009472291,0.019027673,0.020938748,-0.011051006,0.027087428,0.04586583,-0.022600554,-0.05517194,0.044204023,0.01213118,0.047859997,-0.03938479,0.002928932,0.002056484,0.019443123,-0.028583053,0.013543714,0.022932915,0.011632638,0.004923099,0.000389486,0.020024756,-0.024096178,-0.022766734,0.011217186,-0.003198975,0.007104218,-0.047195274,-0.013377533,0.013294443,0.024096178,-0.056501385,-0.026755067,-0.008433662,-0.001911076,0.007976666,-0.008101301,-0.014042255,0.008641388,-0.02176965,0.010012378,-0.000607598,-0.024927082,0.024927082,-0.018612221,-0.001184036,0.005567048,0.001324251,-0.019526213,-0.023597637,0.060489718,-0.010178559,-0.019609304,0.004112968,-0.011217186,-0.031574301,-0.008766023,0.005483958,-0.061819162,-0.023431456,-0.040714234,0.015039339,0.026422706,0.016202603,0.004653055,0.041046593,-0.018030589,0.040381871,-0.002638116,0.013045172,0.004216831,0.005650138,0.027419789,0.003926015,-0.028749233,0.004798463,-0.030244859,0.063813329,0.007145763,-0.017448956,0.025591804,-0.045201108,0.010718645,0.002804297,0.014291527,0.04586583,-0.015205519,-0.021603471,-0.035230275,0.00760276,0.033236109,0.016534964,-0.043206941,-0.003115885,-0.026256526,0.005940954,0.016534964,0.024262359,-0.001630647,0.028084511,-0.012795902,0.007270399,0.001381376,-0.009763107,-0.006896493,0.008433662,-0.019360034,0.000386889,0.030411039,0.025591804,0.010469374,0.037722982,-0.001147684,-0.005400868,0.052845411,-0.052513052,0.00768585,-0.004299921,0.00922302,0.011881908,0.012962082,-0.068798743,0.003593654,0.020938748,-0.013792985,-0.034565553,-0.007519669,-0.04021569,-0.020689478,0.006273315,0.046862911,0.006107135,0.002638116,-0.013792985,-0.005400868,-0.020274026,0.007644305,-0.010801735,0.026422706,0.043871664,0.003780607,0.010261648,-0.064145692,0.011881908,-0.009056839,0.009347656,-0.02459472,0.026422706,0.033236109,0.041212775,0.019027673,-0.00315743,0.004424557,0.020689478,-0.0153717,-0.015205519,-0.034897912,0.020274026,0.016867325,0.040714234,-0.022766734,-0.010967916,0.026256526,0.007062673,-0.015953332,-0.007727395,0.031574301,-0.002887387,-0.00614868,0.004569965,0.019027673,0.012878992,0.011798819,0.004258377,-0.019193852,-0.021437289,-0.021603471,0.000301202,-0.051183607,-0.004985416,-0.030078677,0.012629721,0.065142773,-0.031740483,-0.021104928,-0.03938479,-0.003365156,-0.016036423,0.036393538,0.009804652,-0.018612221,0.060489718,-0.003697517,0.000547876,0.063480966,0.02758597,0.010053922,-0.003655972,-0.001485239,0.018362951,0.021104928,-0.003905243,0.019443123,-0.002658889,-0.00380138,-0.013626805,0.035894997,0.035396457,-0.005691683,0.002762751,0.012878992,-0.009596926,-0.009970833,-0.015953332,0.022434372,0.00614868,-0.021188019,0.001557943,-0.020190936,0.009763107,0.017448956,0.006730312,0.005567048,0.019692395,-0.00218112,-0.016867325,0.006854947,0.007976666,0.019193852,0.040880412,0.007353489,-0.02127111,-0.031906664,-0.026755067,-0.017947499,0.040381871,0.042209856,0.00913993,-0.0307434,-0.017781317,-0.015039339,0.03057722,0.017532047,0.0187784,-0.060822077,0.002928932,-0.026422706,-0.005899409,0.039717149,0.026588887,-0.000971118,0.004923099,-0.013626805,0.0187784,-0.031408124,-0.000695881,0.050851244,-0.014457707,-0.007311944,-0.001293092,-0.002139574,-0.019276943,0.00290816,0.019360034,-0.017781317,0.002160347,0.016618054,-0.006522586,0.011798819,0.029247776,-0.02775215,0.010344739,-0.018362951,-0.036725901,-0.015870241,0.015704062,-0.012463541,0.02459472,-0.024096178,0.001152877,-0.031408124,0.025425622,0.027087428,0.00922302,0.034565553,0.015704062,-0.020689478,-0.00517237,-0.014706978,-0.001589101,0.026090344,0.014956249,0.011715728,0.004299921,-0.00913993,0.022434372,-0.03705826,0.048524719,-0.030411039,0.008433662,0.017033506,-0.000511525,-0.031408124,0.005940954,-0.012962082,-0.031574301,0.017448956,0.010178559,-0.011383367,-0.020107845,-0.005151597,0.006647222,0.013128263,0.007145763,0.008059756,-0.045201108,-0.004943871,0.015787151,-0.045201108,-0.020772567,-0.020274026,0.028250692,-0.024262359,-0.004424557,0.009804652,0.000472576,-0.005691683,0.001443693,-0.013294443,0.001412535,0.013211353,-0.01213118,-0.002118802,0.017781317,-0.007353489,-0.031075761,-0.004923099,0.011383367,-0.004486875,-0.010178559,0.016618054,0.014457707,0.023763817,-0.02459472,-0.00388447,0.012546631,-0.007519669,0.015704062,-0.014291527,0.009680017,-0.035562634,0.023763817,0.053510133,-0.0555043,-0.003572882,0.022102011,0.021603471,-0.017282777,-0.001474852,-0.043539301,0.007810486,-0.025757983,-0.005400868,0.029912498,-0.00760276,0.014125346,0.030909581,-0.03340229,-0.009680017,0.018030589,0.008849114,0.03057722,0.019775484,0.014125346,0.031906664,-0.03057722,-0.027087428,-0.023597637,-0.022434372,-0.012878992,0.016285693,-0.021603471,-0.029746316,0.029746316,0.020357117,0.006314861,-0.001158071,0.028749233,-0.045201108,0.011383367,0.011134096,-0.021437289,-0.035728816,0.001827986,0.008267482,-0.057498466,0.01213118,-0.01213118,-0.040548053,0.010718645,0.004798463,-0.004881553,-0.019526213,-0.008558298,0.0059825,-0.000262254,-0.017615138,0.005193142,0.019692395,-0.00198378,-0.002845842,0.012546631,0.006107135,-0.008225936,-0.008890659,0.015870241,0.00517237,0.002596571,-0.010427829,-0.019110762,0.024262359,0.012048089,-0.032405205,0.006522586,0.013211353,0.013211353,-0.038221523,-0.007727395,-0.008267482,-0.019276943,0.001474852,0.031408124,-0.035562634,0.017532047,-0.023431456,-0.015454791,-0.011383367,0.016534964,-0.02176965,0.008682934,0.027253609,0.020190936,-0.0247609,-0.007311944,0.009555381,-0.01852913,-0.011632638,0.011549547,0.027419789,-0.034067012,-0.01229736,0.0307434,0.003946788,0.0046946,0.037722982,0.03057722,-0.010427829,0.002284982,0.033236109,0.030078677,-0.013377533,0.007395034,-0.012048089,0.040714234,-0.028749233,-0.000102565,-0.0059825,-0.041046593,0.017698228,-0.006356406,0.003178203,0.009056839,0.023099095,0.00606559,0.011881908,-0.02127111,-0.001126912,-0.027087428,0.011134096,0.001204809,-0.017033506,0.011051006,-0.014374617,0.017864408,0.023431456,-0.002077257,-0.026755067,-0.043871664,0.025757983,-0.006190225,0.001152877,0.011798819,-0.024262359,0.006564131,-0.070128188,-0.004362239,0.012962082,-0.013626805,-0.001402148,-0.012214269,0.011217186,-0.015953332,0.015787151,0.011134096,0.027253609,0.024262359,-0.048192356,0.009970833,0.018944582,-0.00517237,0.021935832,0.02775215,0.003406701,-0.010884825,0.075113602,-0.015953332,0.007727395,0.026755067,-0.006190225,-0.012712811,0.013377533,0.005940954,-0.008309027,0.02459472,0.002316141,-0.022434372,-0.012712811,0.03057722,-0.015787151,0.026755067,-0.001069787,0.03988333,-0.003697517,0.039550968,-0.019027673,-0.0059825,-0.00031029,-0.012546631,-0.003614427,0.007478124,0.005525503,0.032571387,-0.011798819,-0.011466458,-0.00606559,-0.011798819,0.018446039,0.007976666,0.018944582,-0.02176965,0.026588887,-0.006273315,-0.012463541,-0.007395034,0.012048089,-0.029247776,0.015454791,-0.007145763,0.006481041,-0.015620971,-0.00388447,-0.025757983,-0.001651419,-0.032903746,-0.005068507,0.03938479,0.003926015,0.004715373,0.022600554,-0.012546631,0.022932915,0.007810486,0.040714234,0.019941665,0.013543714,0.003406701,0.010884825,-0.03988333,0.042209856,-0.022766734,0.027419789,-0.029580137,0.043206941,0.022932915,0.021104928,-0.056833744,0.005193142,0.036061179,-0.012878992,0.008516753,-0.02758597,-0.030244859,-0.011798819,0.001111332,-0.014125346,-0.014125346,0.019027673,0.029081594,0.018861491,0.013626805,0.06846638,0.023099095,0.041378956,0.001599488,-0.028749233,0.017781317,0.016285693,0.021603471,-0.018113678,0.011300277,-0.032239024,0.022434372,-0.02459472,-0.013626805,0.005483958,0.013460624,-0.031574301,-0.015620971,0.016451873,0.014790068,-0.008849114,0.011134096,0.00461151,0.015122429,0.036227357,0.00206687,0.000877641,0.022102011,-0.028250692,0.022600554,-0.026422706,0.004029878,-0.032072846,0.017116595,0.010884825,0.019609304,0.00614868,0.005733229,0.016119512,0.002866614,-0.014540797,0.012463541,-0.003905243,0.003759835,-0.000485559,-0.022766734,-0.016285693,0.037722982,0.009513836,0.001506011,0.011964999,0.004029878,0.019941665,-0.000965924,0.002129188,0.015205519,0.071125269,0.022932915,0.005940954,-0.00044661,0.010220103,-0.03423319,-0.016285693,-0.016867325,-0.000659529,-0.008018211,-0.011383367,0.000016634,0.004071423,-0.029413955,0.019941665,-0.00913993,-0.024096178,0.010635555,0.010594009,0.001547556,0.036227357,-0.030078677,0.020772567,0.022268193,-0.014125346,0.008766023,-0.012962082,-0.007187308,0.017033506,-0.007187308,-0.015205519,-0.005608593,0.044536386,-0.001235968,0.007852031,0.001599488,0.005857864,-0.005940954,-0.010510919,-0.005567048,0.006730312,0.016285693,-0.010801735,-0.024428539,0.015122429,-0.02176965,0.01528861,-0.007436579,0.00226421,-0.004715373,0.004507647,0.004341467,0.005525503,-0.031075761,-0.005899409,0.037556801,0.014873158,-0.000342747,0.009970833,-0.019443123,0.023597637,-0.012048089,-0.025259443,0.006024044,-0.01827986,0.010012378,0.016784234,0.013211353,-0.005400868,-0.024428539,-0.02176965,-0.035230275,0.009347656,0.028583053,-0.015704062,-0.017781317,0.00226421,0.001199616,-0.003385928,0.008267482,0.002326528,0.022434372,-0.020190936,-0.015787151,0.000789358,0.031241942,0.011300277,0.001506011,-0.023265276,-0.010967916,0.009056839,0.011300277,-0.030244859,0.007478124,0.001111332,-0.035894997,0.0153717,0.002700434,0.021104928,0.010884825,-0.003344383,0.00768585,0.010386284,0.00452842,-0.014706978,0.028084511,0.013377533,0.014873158,0.046862911,-0.015454791,0.021188019,0.013959166,0.012629721,0.025924165,-0.018695312,-0.00922302,-0.0093892,0.007727395,0.036892079,0.007228854,-0.01229736,0.029247776,-0.004943871,-0.027253609,-0.008433662,0.043206941,0.002825069,0.028583053,-0.023431456,0.034897912,-0.041545134,-0.016534964,0.003053567,-0.012712811,0.002741979,-0.007187308,-0.025093261,-0.045201108,-0.004424557,-0.016618054,-0.008890659,0.008018211,-0.05184833,-0.019526213,-0.013377533,-0.010469374,0.030244859,-0.005068507,0.051183607,0.005483958,-0.006024044,0.035064094,-0.011134096,0.014956249,0.002284982,0.001724123,-0.01229736,0.012629721,0.010261648,0.014540797,0.048857078,-0.029580137,-0.024927082,-0.008350573,-0.03988333,0.000939959,0.013543714,0.013626805,-0.021437289,-0.012962082,0.006771857,0.013709894,-0.0059825,0.035396457,-0.006439496,-0.029580137,0.0046946,0.019609304,-0.007270399,0.014291527,-0.015620971,0.00118923,-0.00760276,-0.017199686,0.023265276,0.026588887,-0.030078677,-0.016701145,-0.025757983,0.004964644,0.026588887,0.043206941,0.011051006,-0.009846197,0.028915415,0.031574301,0.023763817,0.009264565,-0.008433662,-0.035064094,-0.000579035,-0.0247609,0.014125346,0.016618054,0.028749233,-0.052513052,-0.016867325,-0.01238045,0.002741979,0.013709894,0.010718645,0.013626805,0.009596926,-0.004403784,-0.02758597,-0.000945152,0.000420645,0.003759835,0.012546631,-0.011881908,0.008392117,0.012795902,0.005483958,-0.009763107,0.006397951,-0.010801735,0.012795902,-0.03938479,0.005733229,0.005733229,-0.000433627,0.015454791,0.002357686,-0.006564131,0.030244859,-0.024428539,0.016036423,0.014291527,-0.004964644,0.029413955,0.040381871,0.012629721,-0.033568468,-0.026422706,-0.037889164,-0.034399372,-0.03423319,0.021935832,0.004133741,-0.014623888,-0.013543714,-0.05517194,0.004736145,0.006314861,0.00006037,0.006356406,0.003323611,-0.010344739,0.007062673,0.005899409,-0.00623177,-0.001973394,-0.0555043,0.011881908,0.001350217,-0.033069927,-0.026921248,0.022268193,0.028583053,-0.021021837,0.010884825,0.019692395,-0.005442413,0.031574301,-0.014956249,0.01238045,-0.006356406,0.006273315,-0.003095113,-0.014540797,-0.02176965,0.005006189,-0.002658889,0.042542219,-0.02176965,0.017199686,-0.016701145,-0.001599488,0.016950415,-0.021188019,0.017864408,0.023763817,-0.000669915,0.025093261,0.021104928,0.008807569,0.037390623,-0.025591804,-0.003178203,-0.001319058,0.020523297,0.005255459,0.019276943,-0.00226421,0.00760276,-0.057166107,-0.006896493,-0.034067012,0.043871664,0.038221523,0.008101301,0.03988333,0.015870241,0.000955538,-0.004299921,-0.002928932,-0.002118802,-0.020523297,-0.001168457,-0.011134096,-0.000685495,0.003323611,0.011549547,0.034565553,0.029247776,-0.029746316,0.005213914,0.019110762,-0.003302838,0.026422706,0.028915415,-0.036227357,0.033236109,0.038387705,-0.035230275,0.004071423,-0.021935832,0.002928932,0.000976311,0.000527104,-0.006854947,-0.003822153,-0.001199616,0.019858574,-0.002762751,0.039052427,-0.008641388,0.032239024,-0.002295369,0.035396457,0.044536386,-0.029413955,0.025093261,-0.03423319,-0.016867325,-0.008849114,0.008433662,-0.004486875,0.017033506,0.006730312,-0.008599843,-0.008225936,-0.024428539,0.006564131,-0.007561215,-0.032072846,-0.019941665,0.035396457,0.019276943,0.010261648,0.005857864,0.032239024,-0.044204023,-0.018944582,0.002409618,0.032903746,0.05517194,-0.03655972,0.007976666,0.030909581,-0.023929998,0.016368784,0.01528861,-0.00768585,0.02176965,0.013626805,-0.02459472,0.04021569,-0.032737568,0.006854947,-0.011383367,0.014873158,-0.02176965,0.00243039,0.0093892,0.0093892,-0.029580137,0.019858574,0.01827986,0.024428539,0.017864408,-0.028250692,-0.001111332,0.056169022,0.007478124,-0.010718645,0.041046593,-0.015704062,0.034731735,0.002523867,-0.032571387,0.004341467,-0.023597637,-0.011881908,-0.035562634,0.006688767,0.007810486,-0.012712811,0.022600554,0.03057722,0.022600554,0.010552464,0.0307434,-0.009638472,0.02176965,-0.018030589,0.024262359,-0.036227357,-0.020772567,0.001641033,-0.022932915,-0.014623888,0.018362951,0.002575798,0.006190225,-0.011051006,0.021021837,0.019110762,0.02127111,-0.028583053,-0.052180689,-0.014291527,-0.010552464,0.036393538,0.042542219,-0.04586583,-0.001869531,0.008350573,-0.008516753,-0.020772567,0.000294711,0.015704062,-0.014457707,-0.020772567,0.008766023,-0.026588887,-0.004736145,-0.028084511,-0.007519669,0.010552464,-0.016534964,0.006190225,0.012962082,-0.016618054,0.012546631,0.02459472,0.022932915,0.020440206,-0.027918331,-0.008059756,0.020689478,-0.014623888,-0.011466458,-0.006896493,-0.020024756,-0.031408124,0.021603471,0.007270399,-0.03057722,0.008350573,-0.021437289,0.00072704,-0.043871664,0.006314861,-0.017199686,0.02176965,0.024262359,-0.020357117,-0.000542683,-0.005213914,0.001963008,-0.00064395,-0.022434372,0.022102011,-0.006688767,-0.028583053,0.002191506,-0.005047734,0.002368073,0.014956249,0.023929998,-0.003302838,-0.032239024,0.022268193,-0.013377533,-0.010801735,0.003676744,0.009015295,-0.039550968,0.010884825,-0.033568468,0.013709894,-0.029413955,-0.006356406,-0.020274026,0.023597637,0.030909581,0.02176965,0.016285693,0.045533467,-0.024096178,-0.030909581,-0.026422706,0.002783524,-0.010594009,0.004362239,-0.070792913,0.009472291,-0.022102011,0.011134096,-0.017448956,-0.011549547,-0.056833744,0.00082571,0.026588887,-0.013709894,0.002575798,0.02176965,-0.000568649,-0.007270399,0.004279149,-0.042874578,-0.026588887,0.016784234,0.036725901,-0.028915415,-0.009513836,0.017448956,0.002035712,-0.007228854,0.011383367,0.011134096,0.028915415,0.0153717,-0.027087428,0.043871664,-0.005089279,0.006314861,0.014291527,-0.003240521,0.025924165,-0.001230775,-0.015454791,-0.012629721,0.031740483,-0.039717149,-0.031075761,0.006605676,-0.008641388,-0.032239024,0.037722982,-0.03705826,-0.024096178,0.001911076,0.018196769,-0.007353489,-0.011300277,-0.029081594,0.004590738,-0.018030589,-0.026588887,0.010261648,0.038221523,0.008392117,-0.01213118,0.018362951,-0.034731735,-0.017781317,-0.011632638,0.005255459,0.000851675,0.014208436,-0.000039922,-0.000228498,0.014790068,0.00913993,0.0004544,-0.011798819,-0.020440206,0.005899409,0.008350573,0.006314861,0.040548053,0.003427474,-0.010801735,0.008599843,0.002586185,-0.041212775,-0.016368784,0.020024756,0.000965924,-0.021021837,-0.008475208,0.0307434,0.00760276,0.003614427,0.003489791,-0.025924165,0.000799744,0.013460624,-0.020440206,0.048857078,0.004320694,-0.048857078,0.015039339,-0.029580137,0.025924165,0.018861491,-0.014706978,0.000576439,-0.031241942,0.0307434,0.0153717,0.014706978,0.028084511,-0.01238045,-0.031241942,0.018196769,-0.034897912,0.008142847,0.010718645,0.00922302,0.047859997,-0.00072704,-0.010427829,0.007104218,0.026256526,0.012214269,-0.013377533,-0.05184833,0.005276232,0.021935832,-0.007021128,0.009804652,0.007893575,0.024096178,-0.002357686,0.033900831,-0.031740483,0.034565553,-0.036892079,-0.015454791,0.030411039,0.010552464,-0.022268193,-0.001391762,-0.008184392,-0.008558298,0.008475208,-0.009929287,0.010427829,0.041378956,-0.009555381,-0.008724478,-0.039052427,0.034731735,-0.014291527,0.023099095,0.029081594,0.007519669,0.010967916,-0.008142847,0.006190225,-0.031075761,0.033734649,-0.001672192,0.047859997,-0.022434372,-0.007395034,0.01213118,0.056169022,0.002762751,-0.029413955,-0.000763392,-0.015787151,0.010801735,0.008142847,0.029912498,-0.0018176,0.033236109,-0.046198189,-0.002492708,-0.006730312,0.008807569,-0.03655972,0.009430746,-0.053842496,-0.060489718,0.046862911,0.002783524,-0.0187784,0.000571246,0.00760276,0.002482322,0.001319058,-0.014291527,0.001464466,-0.011632638,-0.012463541,-0.004902326,0.000841289,0.006688767,0.030244859,0.018944582,0.000532297,-0.015620971,0.007104218,0.005608593,0.002035712,-0.023763817,0.003032795,0.010594009,-0.023597637,-0.042376038,-0.005255459,0.001199616,-0.0247609,-0.007893575,-0.011632638,0.013045172,-0.005691683,-0.007104218,0.027419789,-0.004320694,-0.005525503,-0.026090344,0.031408124,-0.012795902,-0.007062673,0.000939959,0.000030185,0.004175286,0.014291527,0.033236109,-0.038720068,0.074116521,-0.019692395,0.001589101,0.013792985,-0.056169022,-0.028749233,-0.001599488,0.004175286,0.014790068,0.00162026,-0.007519669,-0.041378956,0.016534964,-0.003572882,-0.002575798,-0.019526213,-0.00922302,-0.033900831,-0.042043675,-0.014208436,0.010178559,0.017698228,0.032239024,0.00913993,0.009264565,-0.012463541,-0.005857864,-0.015870241,0.004486875,0.018861491,-0.000176567,-0.029912498,0.016784234,0.012546631,0.051183607,0.023597637,0.032903746,0.0153717,-0.013377533,-0.000016634,-0.061486799,-0.034565553,0.016119512,0.00380138,-0.003863698,0.004362239,-0.017532047,-0.002762751,0.000102565,-0.021437289,0.029247776,-0.010718645,-0.015870241,-0.016285693,0.010220103,-0.000373906,0.012962082,0.010137013,-0.007228854,0.02127111,-0.029247776,0.018113678,0.009181475,0.002233051,0.014374617,-0.00396756,0.010801735,0.007644305,0.020855658,0.014790068,0.032737568,-0.037390623,0.003032795,0.010801735,-0.01553788,-0.014790068,0.019526213,-0.017947499,-0.007893575,-0.011964999,-0.00614868,-0.005857864,-0.032072846,-0.025924165,0.001163264,-0.013294443,-0.01553788,0.016701145,-0.013460624,-0.001111332,0.00760276,0.01553788,-0.033734649,0.048192356,-0.003282066,0.031906664,0.002845842,0.003240521,0.017116595,-0.01827986,0.006896493,-0.00760276,-0.009680017,-0.02459472,-0.020689478,-0.053510133,0.00614868,-0.010552464,-0.032405205,-0.0307434,0.025093261,0.003635199,-0.008101301,-0.00606559,-0.007436579,0.00606559,-0.012962082,0.026921248,0.009098385,0.046530552,-0.011632638,0.032571387,-0.033900831,0.009846197,0.002866614,0.032903746,0.008973749,0.012712811,0.040049512,0.013626805,-0.026256526,-0.031408124,0.036227357,0.011964999,-0.006024044,-0.001848759,0.015704062,-0.021188019,-0.035064094,-0.013377533,-0.009721561,-0.01553788,0.008766023,0.005400868,0.004507647,-0.018362951,-0.026588887,-0.00913993,-0.025591804,0.035894997,0.021935832,-0.031906664,-0.000602404,0.026422706,-0.006397951,0.006647222,0.0093892,0.020606387,0.00913993,0.015620971,-0.024096178,0.00063616,-0.006564131,0.01238045,-0.013709894,0.000563456,-0.009887742,0.016618054,-0.003323611,0.000451803,0.001609874,0.008682934,0.025259443,0.020024756,-0.027253609,0.010884825,0.028250692,-0.054839578,0.033568468,-0.004902326,0.003053567,0.020274026,-0.015704062,-0.00614868,-0.063813329,0.002482322,0.009763107,-0.001609874,-0.012214269,0.020107845,0.001921462,0.018695312,-0.004923099,0.007270399,-0.023763817,0.005234687,0.003406701,0.002565412,0.007104218,0.000841289,0.016202603,0.01827986,-0.031075761,-0.035562634,-0.025259443,-0.007021128,0.000641353,-0.033069927,0.010718645,0.005650138,0.024927082,-0.002658889,0.00380138,0.009929287,-0.004258377,-0.039717149,-0.022434372,0.025425622,0.00198378,0.006356406,0.017615138,-0.032072846,0.046862911,-0.026921248,0.005940954,0.021603471,-0.002253824,0.002825069,-0.030411039,-0.003115885,0.023597637,-0.004320694,-0.007852031,0.018030589,-0.008724478,-0.005733229,0.032903746,0.013876075,0.015454791,-0.023597637,0.005151597,-0.035396457,0.02176965,-0.012463541,0.025591804,0.014540797,-0.027918331,0.004154514,0.008724478,0.016036423,-0.015870241,0.005400868,-0.017365867,-0.044868745,-0.000485559,0.020357117,-0.00760276,-0.023265276,-0.012048089,0.008433662,0.018362951,-0.006979583,0.0307434,0.008392117,0.027087428,-0.019360034,0.016119512,0.02127111,0.010801735,0.00299125,0.002949705,0.012463541,-0.000025966,0.015953332,0.029413955,0.020024756,0.003780607,0.022102011,-0.031740483,0.01553788,0.010386284,0.028749233,-0.010884825,0.008682934,-0.003531337,-0.05517194,-0.019360034,-0.009347656,-0.002025325,0.003261293,-0.025425622,-0.01553788,-0.000251867,0.014291527,0.012546631,0.035728816,-0.007062673,-0.006605676,0.000384293,-0.005047734,-0.032571387,-0.021188019,-0.02127111,-0.016036423,0.008475208,-0.004009106,0.014291527,-0.008101301,0.004424557,-0.038221523,-0.019360034,0.015039339,-0.015454791,-0.029580137,0.035728816,0.004466102,-0.000778971,-0.005068507,-0.017781317,0.00477769,0.001838372,0.030244859,0.01213118,-0.022932915,-0.005359322,0.037390623,0.005899409,0.002046098,0.037889164,0.016701145,0.010303194,0.02127111,-0.009513836,-0.022268193,-0.005650138,-0.00388447,0.016534964,-0.023265276,-0.00054528,0.004819236,0.004715373,-0.001178843,-0.051183607,-0.00614868,-0.010552464,-0.002741979,-0.009181475,0.023597637,0.019193852,0.017199686,-0.036393538,-0.00243039,-0.015870241,-0.014706978,-0.00145408,0.016368784,-0.011632638,-0.014623888,-0.01229736,-0.01553788,0.040880412,0.023929998,-0.014623888,0.002648502,0.031906664,-0.033734649,-0.026755067,0.002783524,0.005359322,0.009970833,0.001412535,0.016950415,0.016285693,-0.006730312,-0.02459472,0.050851244,-0.001827986,-0.020855658,0.020938748,0.004071423,-0.021603471,-0.007852031,-0.023929998,-0.029912498,-0.003365156,0.017365867,-0.010427829,-0.011715728,0.014956249,0.011383367,0.032405205,-0.028583053,-0.017448956,0.018446039,0.017615138,0.035728816,-0.010095468,-0.00254464,0.010012378,0.028250692,-0.020855658,-0.002305755,-0.001002276,-0.014125346,-0.007021128,-0.028583053,-0.045533467,-0.02758597,-0.020440206,0.001350217,0.010053922,0.020689478,-0.017615138,0.026422706,0.040880412,0.012463541,-0.010718645,-0.014706978,0.068134025,0.038720068,0.047859997,-0.012546631,0.015704062,-0.002087643,-0.010303194,0.014790068,0.018612221,0.007395034,-0.014790068,-0.017864408,-0.005068507,-0.054507218,0.004902326,-0.004050651,0.021603471,0.019775484,-0.024262359,-0.012795902,0.021935832,-0.004009106,-0.039717149,0.037556801,-0.016701145,-0.025757983,0.005483958,-0.005110051,-0.021935832,-0.003406701,0.010594009,0.015787151,-0.049854163,0.007727395,-0.008392117,-0.017199686,0.009970833,-0.008849114,-0.013876075,-0.0059825,-0.015870241,-0.007104218,0.028250692,-0.029081594,0.026921248,0.00299125,-0.017781317,0.042542219,0.018196769,0.052845411,-0.004819236,-0.014125346,0.02459472,-0.011715728,0.015787151,-0.005774774,0.004902326,-0.004964644,-0.02758597,-0.013959166,-0.033568468,-0.027918331,-0.017698228,0.003489791,-0.020024756,-0.021603471,0.019360034,0.028084511,-0.002503094,-0.018861491,-0.002295369,0.050851244,-0.020689478,-0.000459593,-0.026090344,0.002783524,-0.005899409,-0.026921248,-0.0093892,-0.004112968,0.031574301,0.003926015,-0.032903746,-0.046198189,-0.019027673,-0.00913993,0.030411039,-0.019443123,0.001963008,-0.005193142,0.010884825,-0.02127111,-0.025259443,0.032737568,0.00089322,0.003282066,0.001713737,-0.006439496,0.016867325,-0.031574301,0.031075761,-0.009970833,0.022600554,-0.023597637,-0.014956249,0.004009106,0.00198378,0.026588887,-0.023431456,-0.023763817,-0.013294443,-0.029746316,0.001381376,-0.042874578,-0.00913993,0.014873158,0.016202603,0.012878992,-0.006024044,0.009638472,0.010552464,-0.017033506,-0.027087428,0.044536386,-0.038055345,0.001329444,-0.019609304,0.023597637,-0.043206941,0.040049512,0.017615138,0.046862911,0.02127111,0.013294443,-0.039550968,-0.018861491,-0.019609304,-0.033734649,0.00623177,-0.017199686,0.041212775,-0.017781317,-0.024262359,0.054507218,-0.009721561,0.005816319,-0.00206687,-0.008766023,0.017365867,-0.000737426,0.018362951,-0.023597637,-0.019110762,0.021935832,0.041545134,-0.020357117,-0.017615138,0.044868745,-0.018030589,-0.032405205,-0.050186522,-0.014540797,0.005213914,-0.006688767,0.047527634,0.040714234];

Carregue o arquivo em mongosh para usar as incorporações na sua query:
```
load(/<path-to-file>/query-embeddings.js');
```

Execute a seguinte query:

1 db.embedded_movies.aggregate([
2   {
3     "$vectorSearch": {
4       "index": "vector_index",
5       "path": "plot_embedding_voyage_3_large",
6       "queryVector": TIME_TRAVEL_EMBEDDING,
7       "numCandidates": 150,
8       "limit": 10,
9       "quantization": "scalar"
10     }
11   },
12   {
13     "$project": {
14       "_id": 0,
15       "plot": 1,
16       "title": 1,
17       "score": { $meta: "vectorSearchScore" }
18     }
19   }
20 ])

1 [
2   {
3     plot: 'At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.',
4     title: 'About Time',
5     score: 0.7710106372833252
6   },
7   {
8     plot: 'A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.',
9     title: 'Retroactive',
10     score: 0.760047972202301
11   },
12   {
13     plot: 'A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...',
14     title: 'A.P.E.X.',
15     score: 0.7576861381530762
16   },
17   {
18     plot: 'An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.',
19     title: 'Timecop',
20     score: 0.7576561570167542
21   },
22   {
23     plot: 'After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.',
24     title: 'Back to the Future Part II',
25     score: 0.7521393895149231
26   },
27   {
28     plot: 'A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.',
29     title: 'Thrill Seekers',
30     score: 0.7509932518005371
31   },
32   {
33     plot: 'Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...',
34     title: 'Timerider: The Adventure of Lyle Swann',
35     score: 0.7502642869949341
36   },
37   {
38     plot: 'Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.',
39     title: 'The Time Machine',
40     score: 0.7502503395080566
41   },
42   {
43     plot: 'A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.',
44     title: "The Time Traveler's Wife",
45     score: 0.749496340751648
46   },
47   {
48     plot: 'A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.',
49     title: 'The Final Countdown',
50     score: 0.7469133734703064
51   }
52 ]

A query a seguir filtra os documentos para filmes lançados entre 01 de janeiro de 1955 e 01 de janeiro de 1975 antes de executar o Atlas Search semântica em relação aos dados vetoriais de amostra. Utiliza o operador $and para executar uma operação lógica AND das datas especificadas. Em seguida, ele pesquisa o campo plot_embedding_voyage_3_large nos documentos filtrados para 150 vizinhos mais próximos usando as incorporações vetoriais para a string playground e retorna 10 documentos nos resultados. A consulta também especifica um estágio $project para fazer o seguinte:

Exclua o campo _id e inclua apenas os campos plot, title e year nos resultados.
Adicione um campo denominado score que mostra a pontuação do Atlas Vector Search dos documentos nos resultados.

Salve as seguintes incorporações em um arquivo chamado query-embeddings.js:

KIDS_ADVENTURE_EMBEDDING=[-0.021090532,-0.026399033,-0.024103465,-0.025538195,-0.000549233,0.011836523,-0.013199517,-0.003766167,-0.005165028,-0.02238179,0.037876874,0.010617003,0.010903949,-0.001354026,0.006850836,-0.018005863,-0.02195137,0.019512329,-0.041894119,-0.008357302,0.027546817,-0.025251249,0.004340059,-0.02195137,-0.003748232,-0.006205208,0.021377478,0.008931194,-0.00173961,-0.009827901,-0.016642869,-0.033572685,-0.026399033,0.015208139,0.010114847,-0.0233861,-0.011406104,-0.033142265,-0.008895326,-0.014347301,-0.019081909,-0.049067769,0.034433521,-0.023673046,0.004160717,-0.01334299,-0.06714537,0.032568373,-0.022525262,-0.024677357,0.011334368,0.027403345,0.026399033,-0.016786342,-0.015925504,0.013916882,-0.005487842,-0.0233861,0.026542507,-0.052798066,-0.025681669,-0.025394723,0.014203828,0.014921193,-0.031564061,0.010760476,0.010688739,0.013916882,-0.037876874,0.039598551,-0.000816003,0.003766167,-0.001694775,0.026972925,-0.009469219,0.015351612,-0.007245387,0.028981548,-0.035724778,0.010688739,0.001228488,0.004106915,-0.024677357,0.028551128,-0.033716157,-0.013486463,0.018292809,-0.018221073,0.009612692,-0.003622693,-0.001138817,-0.021234006,-0.045624416,0.020803586,0.007675806,-0.009612692,-0.021664424,-0.026685979,-0.025968615,0.001775478,-0.007496465,0.02051664,-0.054519743,0.018221073,0.014132091,-0.009684428,-0.025825141,-0.014921193,-0.057389203,-0.020660114,-0.028264182,-0.008931194,-0.019942747,-0.003228143,-0.014419037,0.021234006,-0.004573202,0.007317123,0.018651491,-0.016571132,-0.036155198,-0.032855317,0.000726332,-0.031851009,0.018938437,0.021234006,-0.048206929,0.017934127,-0.013414727,-0.009469219,0.064849801,0.006348681,-0.039024659,0.021377478,-0.022668736,-0.026829453,-0.019081909,0.027977237,-0.004627005,-0.038450766,0.004465597,-0.041894119,0.008213829,0.03055975,0.052224174,-0.00277979,-0.032137953,-0.013629936,0.022094844,-0.005918262,0.020660114,0.010617003,-0.020373167,-0.001614071,0.021090532,-0.005523711,0.004878082,-0.021090532,0.029698912,0.000726332,0.003371616,-0.022238316,0.008715985,0.038737711,0.013486463,-0.008536644,0.040172443,0.017503707,-0.028838074,0.061693393,-0.003066736,0.008285566,-0.034576993,0.01578203,-0.02238179,0.015925504,0.066571474,-0.038737711,-0.050215553,0.009325746,-0.010903949,-0.041607171,-0.006384549,0.026972925,-0.000119374,-0.003066736,-0.024103465,0.005093292,0.028981548,0.026829453,-0.001703742,0.043041904,0.010186584,0.010688739,0.004357993,-0.016571132,-0.010545266,-0.033142265,-0.005559579,-0.000365408,-0.00717365,0.019655801,0.047633037,0.044476632,0.01456251,-0.002977065,0.025681669,-0.015423348,-0.02051664,-0.019512329,0.014705983,0.002977065,0.03055975,-0.014347301,0.024390411,0.005882393,-0.012195205,0.004071047,-0.028694602,0.031277116,-0.010114847,0.005272633,0.017934127,0.037589926,-0.046198308,-0.02195137,-0.037876874,0.021234006,-0.034720469,-0.018005863,0.03055975,-0.015495085,-0.035150886,0.004178651,0.005882393,0.075753748,0.00595413,-0.083214343,-0.016284186,0.022238316,-0.032998793,-0.00491395,-0.009254009,-0.007819279,0.046198308,-0.008464907,0.014634247,0.031707536,-0.00317434,-0.026255561,-0.010617003,-0.033285737,0.020086221,-0.016858079,-0.012195205,-0.041894119,0.000721849,0.038163818,0.02238179,0.011406104,0.010330057,0.032137953,-0.01047353,0.039311603,-0.01291257,-0.03099017,-0.018938437,-0.013271254,-0.001820314,-0.005380238,0.003299879,-0.024533885,-0.001093982,0.012123469,-0.005236765,0.014132091,-0.018221073,0.013629936,0.022238316,-0.00317434,0.034003101,0.019081909,0.008034488,-0.02912502,0.026542507,-0.011334368,-0.077475421,0.038163818,-0.003568891,0.019081909,0.019512329,0.002385239,-0.032568373,-0.020373167,0.038737711,-0.013773409,0.01621245,-0.028407656,-0.021090532,-0.004411795,-0.013916882,-0.001533368,0.004322124,-0.024820831,0.004627005,-0.004591136,0.014849456,-0.014275564,-0.020229694,0.0233861,0.015566821,0.022525262,-0.024390411,-0.028694602,0.001766511,-0.036011726,0.006456285,-0.011262631,0.005523711,0.012266942,-0.019225383,-0.015423348,0.011836523,-0.011334368,-0.009827901,-0.011119158,0.007030177,0.00277979,0.004537334,-0.016571132,0.013127781,-0.013701673,-0.016571132,0.002941197,0.000959476,-0.004483532,0.010760476,0.043041904,-0.032568373,-0.015423348,0.006169339,-0.02094706,-0.050215553,0.012769097,0.015495085,0.001318158,0.00164994,-0.045337472,0.001533368,0.005595447,0.039311603,-0.030703224,0.023242628,-0.008787721,-0.021234006,-0.021234006,-0.001524401,0.007281255,0.01334299,0.00164994,-0.005451974,-0.011047422,-0.021234006,-0.033572685,-0.015423348,-0.005236765,0.025681669,-0.02051664,-0.024103465,-0.021377478,-0.00738886,-0.031707536,0.017790653,-0.026829453,0.007783411,-0.003335747,0.024677357,0.006384549,0.035724778,-0.004017244,-0.018651491,-0.014060355,-0.029842386,-0.012553888,0.006994309,-0.00317434,0.018292809,0.019942747,-0.01169305,0.002456975,0.010330057,-0.031707536,0.00799862,-0.019655801,-0.006205208,-0.012769097,-0.035294361,0.026112087,-0.004483532,0.02094706,0.019081909,0.001676841,-0.040746335,-0.004035179,-0.014992929,0.004375927,-0.049928606,-0.02051664,0.004268322,0.015351612,-0.037016038,-0.001452664,-0.021234006,-0.005738921,-0.051650282,-0.008285566,0.012840834,-0.015925504,0.018794963,-0.001228488,-0.035868254,-0.00347922,-0.003264011,0.002528712,0.01477772,-0.010545266,0.018221073,0.018149335,-0.028838074,-0.012984307,-0.037302982,-0.041607171,-0.043328848,-0.019799275,-0.019225383,-0.011047422,0.011908259,0.021664424,-0.012553888,0.004662873,0.005451974,-0.024533885,0.0067791,0.022812208,-0.037589926,-0.031564061,0.007101914,-0.00760407,-0.025107777,0.015566821,0.020803586,-0.033572685,0.062841177,0.034146577,-0.007532333,-0.001865149,-0.023673046,0.032424901,0.018508019,-0.005703052,-0.015853768,0.019655801,0.042181063,0.006671495,-0.004573202,0.024390411,0.009756165,-0.00029143,0.000107605,0.032711845,-0.005523711,-0.015566821,0.009110536,0.017216761,0.006241076,-0.003945508,0.007783411,0.024246939,0.048206929,0.00277979,-0.002367305,-0.05107639,-0.016284186,-0.016929815,0.016858079,0.000703914,-0.021234006,0.021234006,-0.014634247,0.001389895,0.008321434,-0.016499396,0.014921193,0.025394723,0.035437834,0.013486463,-0.022668736,-0.012338678,-0.034003101,-0.005559579,-0.008106225,0.023959992,-0.019368855,0.024533885,-0.000600793,0.009756165,-0.001936886,-0.014490774,0.018077599,0.004447663,0.011262631,-0.003658562,0.043328848,-0.018938437,0.00799862,-0.018221073,0.041320227,0.000363166,-0.003730298,0.002851526,-0.024103465,0.003515089,-0.0135582,-0.003497155,-0.006814968,0.014060355,0.027116399,-0.003192274,0.011406104,0.042468011,-0.036442146,-0.007245387,0.032424901,-0.038737711,0.008680117,-0.035581306,0.027546817,0.021664424,-0.000757717,-0.022238316,0.018221073,-0.006205208,0.005093292,0.001264356,-0.002116227,0.001098465,0.017431971,-0.042181063,0.010760476,0.033285737,0.002708053,-0.007352991,-0.009827901,-0.031994481,-0.020803586,0.009971374,-0.014849456,-0.003658562,0.024964303,-0.001793413,0.021090532,0.01578203,0.012984307,0.006922573,-0.032711845,-0.013701673,0.00390964,0.017503707,-0.015351612,0.006922573,0.028694602,0.012266942,-0.027259871,0.007675806,-0.002295568,-0.020086221,0.00595413,-0.027833764,0.001551302,0.008644248,-0.002187963,0.00040576,0.024964303,0.013916882,-0.015925504,0.014347301,-0.011549577,0.018938437,-0.032424901,0.003730298,0.003281945,0.032998793,0.005595447,0.025681669,0.011047422,0.026399033,0.02912502,-0.006241076,0.004627005,0.024390411,0.001542335,-0.034576993,0.011477841,-0.00491395,-0.014347301,0.023529572,-0.004770477,-0.014921193,-0.028264182,0.02812071,0.00164994,0.008680117,-0.005416106,0.035581306,-0.02812071,0.006097603,-0.016355922,-0.010114847,0.033142265,-0.021807898,0.001228488,-0.002170029,-0.032711845,0.018149335,0.014132091,0.03055975,0.031133642,-0.011979996,0.008967063,-0.013486463,-0.02812071,0.052224174,0.004124849,-0.008715985,-0.034863941,0.025251249,0.07977099,-0.000072297,-0.014705983,0.033142265,0.024103465,-0.004232454,-0.007496465,-0.024246939,-0.029698912,-0.009469219,0.010114847,0.001201586,0.00860838,0.012051732,-0.006025866,0.014490774,0.014992929,0.01169305,-0.003192274,0.005308501,0.0045194,0.017575443,0.001022245,-0.018794963,-0.001847215,0.011119158,0.02051664,-0.006886704,0.010330057,-0.003353682,0.018794963,0.013773409,0.026399033,0.007962752,-0.018221073,-0.012553888,-0.003586825,-0.002170029,0.047633037,0.011908259,0.007209518,0.045624416,0.028694602,0.004357993,0.023959992,0.004232454,0.009182272,0.003012933,0.035294361,-0.055954475,0.014849456,0.012553888,0.004340059,-0.000511123,-0.024390411,0.011406104,0.013127781,0.013629936,-0.011406104,0.002582514,-0.004555268,0.005559579,0.000569409,0.017934127,-0.014060355,0.02912502,0.003819969,0.011190895,-0.011262631,0.017001551,0.012553888,-0.02238179,0.024246939,0.032281429,0.032711845,-0.016714605,-0.021520952,0.016355922,-0.011334368,-0.003891705,-0.008572512,-0.016929815,0.0135582,-0.057963096,0.015566821,0.001856182,-0.002456975,-0.000766684,0.005380238,0.000923607,0.035581306,0.005272633,-0.009612692,0.018651491,-0.023959992,-0.001416796,0.033285737,-0.002725987,0.024533885,-0.010186584,0.003802035,-0.029268494,-0.011764786,0.003837903,0.022955682,0.053945851,-0.002232799,0.019512329,0.014419037,0.028407656,0.004985687,0.00210726,0.005774789,0.032568373,-0.024964303,0.019655801,-0.012123469,0.031994481,0.015638558,0.038450766,-0.011979996,0.033716157,0.019368855,0.017431971,0.022668736,0.015423348,-0.001927919,-0.001102949,0.028694602,-0.013701673,-0.036155198,-0.010688739,0.000535782,-0.021807898,-0.005200896,-0.040459387,0.007137782,-0.006492154,-0.00277979,0.020803586,0.027833764,-0.000780134,0.000600793,-0.025538195,-0.011764786,0.021090532,0.028694602,-0.016929815,-0.025251249,0.029268494,-0.013271254,0.014634247,0.000376617,-0.025251249,-0.026255561,-0.037302982,0.003138472,-0.024677357,-0.019799275,0.025825141,-0.040746335,0.002510778,-0.031851009,-0.014347301,-0.00158717,-0.046772201,-0.028838074,0.006635627,-0.001058113,0.014132091,-0.00286946,0.019368855,0.007281255,0.036155198,0.065710634,0.018794963,-0.029268494,0.003461286,0.012984307,0.006133471,0.003497155,0.046198308,-0.014132091,-0.010186584,0.028981548,-0.000286946,-0.003102604,0.011190895,0.014490774,-0.020660114,-0.00347922,-0.004842214,-0.000506639,0.002600448,0.017073289,-0.011836523,-0.026685979,-0.023959992,0.023673046,-0.006958441,0.040172443,-0.031133642,0.009182272,-0.015638558,-0.002421107,0.004555268,0.014705983,-0.028407656,-0.014921193,-0.015710294,-0.008751853,-0.006420417,-0.038450766,-0.011908259,0.006133471,0.002474909,-0.008070357,-0.01025832,-0.011119158,0.004465597,0.010903949,0.009074667,0.030703224,-0.019368855,-0.007891015,0.007675806,-0.005093292,0.023099154,0.022094844,0.00738886,0.007066045,-0.023242628,-0.020660114,0.009397482,-0.006635627,0.009540955,0.006348681,-0.013773409,-0.000186067,-0.021234006,-0.017145025,-0.007030177,0.010114847,0.024390411,-0.024964303,-0.041033279,0.0135582,0.014060355,0.008715985,0.018794963,-0.039598551,-0.015208139,0.027977237,0.020086221,0.012195205,-0.010760476,-0.025538195,0.025394723,0.012697361,-0.053371958,-0.008249698,0.005846525,-0.045624416,-0.027977237,-0.012410415,-0.02195137,-0.022955682,0.011477841,0.026972925,-0.031420588,-0.012051732,-0.015925504,-0.004322124,-0.017145025,0.012840834,0.01578203,-0.010186584,-0.00091464,-0.028264182,0.00369443,-0.029985858,-0.009899638,0.018794963,0.053945851,0.007317123,-0.020086221,0.008967063,-0.001506467,-0.006850836,0.011477841,-0.003120538,-0.005631316,-0.027977237,0.01047353,0.003120538,-0.001354026,-0.004160717,-0.004698741,-0.049067769,0.021807898,-0.037589926,0.03672909,-0.004878082,-0.006241076,0.000049879,0.014203828,-0.027259871,0.004196586,-0.002421107,0.008106225,-0.00760407,-0.003802035,-0.016140714,0.038737711,-0.010043111,-0.037589926,-0.062267285,-0.001506467,-0.006384549,-0.012697361,-0.011190895,-0.01578203,0.014132091,-0.02238179,-0.024677357,0.011621314,-0.028407656,0.010688739,0.039311603,0.009254009,-0.009612692,-0.040459387,0.021234006,0.007926884,-0.057102256,-0.045624416,0.003497155,-0.003120538,-0.015853768,-0.006528022,0.011334368,-0.008177961,-0.033716157,0.010114847,0.035868254,-0.021807898,-0.010975685,-0.039024659,0.021234006,0.001990688,-0.009756165,-0.003819969,-0.033142265,-0.035150886,0.028407656,0.007711674,0.018364545,0.005416106,0.010545266,-0.032281429,0.01291257,0.003102604,-0.009756165,0.05107639,-0.001080531,-0.043615796,0.025968615,0.012697361,0.024820831,0.024246939,-0.020086221,-0.012195205,0.00760407,0.009540955,-0.003802035,0.043328848,-0.010043111,0.003891705,-0.054519743,0.043041904,-0.032711845,0.024820831,0.018651491,-0.008357302,0.009540955,-0.003156406,-0.019081909,-0.025825141,-0.02912502,0.026255561,-0.017216761,0.010401793,-0.028551128,-0.005200896,0.012625624,-0.008142093,0.039311603,-0.00082497,-0.003784101,0.037876874,0.006599758,-0.021520952,0.047633037,0.012410415,-0.01477772,0.023529572,0.004985687,-0.031707536,0.007675806,-0.017934127,-0.034863941,0.018794963,-0.011119158,-0.027546817,0.009612692,0.00760407,0.057102256,0.006241076,0.007281255,-0.007675806,-0.008285566,0.012553888,-0.007245387,0.016284186,-0.024964303,0.007030177,-0.011836523,-0.045050524,0.021090532,-0.021664424,0.00369443,0.037016038,-0.010186584,-0.00656389,0.016355922,0.019225383,0.009002931,-0.008034488,-0.004555268,0.046772201,-0.014347301,0.014347301,-0.023959992,0.017790653,0.031133642,-0.025825141,0.035581306,-0.012769097,0.017360235,0.024677357,0.000046517,0.010903949,0.011262631,-0.000573892,0.026829453,-0.024820831,-0.001309191,0.008177961,-0.002143128,-0.018651491,-0.026685979,-0.040172443,-0.018651491,0.007568201,-0.018794963,0.003281945,-0.014347301,0.005738921,-0.020373167,-0.02051664,-0.028551128,-0.040172443,-0.017718917,0.046198308,0.003802035,-0.005523711,0.07345818,0.000412485,-0.025968615,0.024246939,-0.024964303,0.024820831,0.005882393,0.011190895,0.020086221,-0.029411966,-0.029842386,0.006922573,-0.004286256,0.0233861,-0.0135582,0.000551474,0.026255561,0.019799275,0.003568891,-0.025681669,-0.009469219,-0.002636316,0.013486463,0.050215553,-0.040459387,-0.003622693,0.019225383,-0.015853768,-0.017001551,0.028407656,0.02812071,0.01477772,-0.007209518,0.046198308,0.024246939,0.035868254,-0.019225383,-0.030272804,0.006599758,0.000473013,-0.018364545,0.033429209,-0.0233861,0.021664424,0.028694602,-0.009684428,-0.002815658,0.015136402,0.006994309,0.017360235,-0.027116399,0.042181063,-0.018794963,-0.037589926,-0.018508019,-0.012266942,-0.00277979,-0.01334299,-0.020373167,-0.004949819,-0.018651491,0.026829453,-0.011979996,0.00799862,0.040459387,-0.00738886,0.008249698,0.017718917,-0.042754956,-0.011119158,-0.043615796,-0.009325746,-0.009612692,-0.008285566,-0.008213829,0.012625624,0.000919124,-0.041033279,0.000636661,-0.045911364,-0.001909984,-0.016642869,0.013414727,0.03055975,-0.013414727,0.010186584,0.056241419,-0.008321434,-0.000200638,0.006205208,0.012625624,0.009756165,-0.035294361,0.034003101,-0.023529572,0.031564061,-0.026399033,0.029268494,0.001183652,0.01334299,0.004035179,-0.00491395,-0.002241766,-0.011764786,0.029268494,-0.011621314,0.037302982,-0.020086221,0.018651491,-0.01578203,-0.025825141,0.002528712,0.057102256,0.046198308,-0.006169339,0.008249698,0.009397482,-0.008142093,-0.037876874,-0.041607171,-0.01169305,-0.013773409,-0.020086221,-0.038737711,-0.019799275,-0.035437834,0.019368855,-0.001246422,-0.013845146,-0.037876874,-0.006814968,-0.003066736,0.003730298,0.016499396,0.012840834,0.02051664,-0.006994309,0.009182272,-0.00738886,-0.000193913,-0.037016038,0.007281255,-0.016427658,-0.003568891,0.02912502,0.021807898,0.02912502,0.004124849,-0.012625624,0.02195137,-0.036155198,0.011334368,0.018651491,0.040459387,0.006205208,0.015064666,-0.023959992,0.017360235,-0.000567167,0.032998793,-0.023099154,0.075753748,-0.038737711,-0.005057423,-0.019799275,0.014849456,-0.050215553,-0.001111916,-0.006169339,0.009469219,-0.019081909,-0.013127781,-0.028838074,-0.013414727,-0.008213829,0.006312812,-0.008177961,-0.021664424,-0.010832212,-0.012697361,0.014634247,0.004393861,-0.045337472,-0.010975685,-0.030703224,-0.003228143,-0.014849456,-0.034003101,0.009612692,-0.004806346,-0.006492154,0.018938437,0.00277979,0.023816518,-0.003407484,-0.01169305,0.006276944,-0.024820831,0.00189205,0.006814968,-0.019655801,0.035294361,0.009038799,0.006922573,0.011334368,-0.018651491,-0.009899638,0.029985858,-0.008285566,-0.013845146,0.032424901,-0.024533885,-0.024677357,0.031420588,0.003604759,0.004232454,0.01578203,-0.025107777,0.003784101,0.006276944,-0.010832212,0.009074667,-0.040172443,0.048780821,0.02094706,-0.009110536,0.008680117,-0.014132091,0.023816518,0.012051732,-0.012123469,-0.032998793,-0.032424901,-0.021664424,-0.025538195,-0.01047353,0.009002931,-0.039311603,-0.004806346,0.023673046,-0.012123469,-0.006850836,-0.030272804,0.043615796,0.002456975,0.001273323,-0.007711674,-0.008177961,0.06714537,-0.043615796,0.017216761,0.00882359,-0.005416106,-0.014060355,0.034146577,-0.022812208,-0.009899638,-0.00390964,-0.032137953,0.007245387,0.047633037,-0.007352991,0.006097603,-0.019225383,-0.027833764,-0.010545266,0.002905329,-0.002797724,0.038450766,-0.013629936,-0.008106225,-0.001143301,-0.000014361,-0.043328848,0.029698912,0.027690291,0.002143128,0.012051732,-0.02812071,0.024677357,-0.012984307,0.008715985,-0.005523711,0.039024659,-0.020373167,-0.028838074,0.026972925,0.018364545,-0.010114847,-0.011406104,0.033572685,-0.028838074,0.024677357,-0.011836523,-0.009612692,-0.03672909,0.025107777,-0.025251249,-0.009182272,0.002618382,0.030416278,-0.003210209,0.033859629,-0.015208139,-0.015279875,0.010975685,0.014132091,-0.010545266,-0.002600448,0.003945508,-0.001990688,-0.008859458,0.024533885,0.027116399,-0.005487842,-0.028551128,0.008321434,0.016714605,0.010617003,0.043328848,0.025251249,-0.033429209,0.005667184,-0.012840834,0.037589926,-0.012482151,0.002546646,0.01477772,-0.003120538,0.012984307,-0.054232799,-0.013199517,-0.029985858,-0.023673046,-0.014992929,-0.010760476,0.0233861,-0.02912502,-0.020803586,-0.010545266,0.022238316,0.005021555,0.041033279,0.016140714,-0.006097603,0.015351612,-0.017790653,-0.007675806,-0.032281429,-0.012338678,0.02955544,-0.016427658,0.039885495,0.001192619,-0.006241076,-0.000663563,-0.008070357,-0.001452664,0.025681669,-0.020803586,-0.010401793,0.001443697,0.012410415,0.007926884,-0.034003101,0.017360235,0.000999828,0.019799275,-0.001102949,0.005918262,0.010545266,-0.023529572,0.016714605,0.016571132,0.003604759,0.016140714,-0.020660114,-0.007101914,0.014132091,-0.035437834,-0.018938437,0.019225383,-0.006886704,-0.03629867,0.010545266,-0.017216761,0.005595447,-0.022812208,0.009971374,0.003371616,-0.022955682,-0.013701673,-0.019368855,-0.022238316,0.004627005,0.008213829,0.002600448,0.012769097,-0.027116399,0.015279875,-0.017073289,-0.019512329,-0.010043111,0.003120538,0.0045194,-0.024246939,0.010903949,0.001667874,-0.008895326,0.031277116,-0.016571132,-0.012266942,0.006348681,0.048493877,-0.010186584,0.001506467,0.022955682,-0.012625624,0.018938437,-0.004698741,-0.009002931,0.008249698,0.035724778,0.002887394,-0.00399931,0.007747543,-0.000780134,-0.001389895,-0.003138472,-0.016284186,-0.041033279,-0.018364545,-0.001847215,-0.011190895,0.006061735,-0.044189688,0.033859629,-0.010043111,0.040172443,-0.025251249,-0.006241076,-0.01621245,-0.028694602,-0.001345059,-0.021377478,0.037876874,0.007675806,0.006528022,0.019942747,-0.006133471,0.014275564,-0.005380238,-0.043328848,-0.05825004,0.019512329,-0.00090119,-0.018364545,-0.023099154,-0.003407484,0.026829453,-0.06542369,-0.024677357,0.011262631,-0.002618382,-0.013916882,0.031133642,-0.016427658,-0.017934127,0.020086221,-0.009827901,0.009899638,0.011621314,-0.005308501,0.021377478,-0.011621314,0.009971374,-0.037876874,-0.013916882,0.014419037,-0.001748577,0.014132091,-0.026972925,0.002725987,-0.03672909,-0.004017244,0.005738921,0.001748577,-0.014921193,-0.013127781,0.033572685,-0.022094844,-0.038163818,-0.030129332,0.005057423,0.034576993,0.028264182,0.029698912,-0.003443352,0.022238316,-0.026255561,-0.029842386,0.001883083,-0.006241076,-0.032711845,0.008429039,0.019799275,0.015710294,-0.019368855,-0.00882359,-0.007101914,-0.013414727,-0.004698741,0.01477772,-0.015351612,-0.018508019,0.034290049,-0.012984307,0.008859458,-0.010688739,-0.000573892,0.028694602,0.002313502,0.023959992,-0.013199517,-0.004770477,-0.035294361,0.003228143,0.004949819,-0.041033279,-0.015638558,0.02812071,0.009612692,-0.010760476,-0.005057423,0.010043111,-0.035868254,-0.003192274,0.016427658,-0.007711674,0.012051732,-0.013773409,0.034720469,0.00760407,0.009469219,0.012840834,-0.007962752,-0.024677357,0.006348681,-0.01334299,-0.00308467,0.012984307,0.015208139,0.02955544,0.002116227,0.000403518,-0.02195137,-0.015136402,0.002905329,0.008321434,-0.028981548,-0.035294361,-0.024533885,0.002994999,-0.017073289,-0.021664424,0.013414727,0.006384549,-0.024964303,0.018508019,0.002941197,0.01047353,-0.022668736,0.00421452,-0.034433521,0.005380238,-0.018938437,0.017001551,0.019081909,-0.002636316,-0.006456285,0.008644248,0.008859458,0.011190895,-0.00760407,0.006707363,0.007066045,-0.017718917,0.012195205,-0.037589926,-0.001013278,-0.002456975,-0.003658562,0.016499396,-0.00286946,0.002851526,-0.013414727,0.027977237,-0.040459387,-0.000515606,0.017431971,-0.00882359,0.029985858,-0.007532333,-0.01169305,-0.011836523,0.022525262,0.004627005,0.027403345,-0.010688739,-0.011334368,-0.031564061,-0.018221073,0.023959992,-0.016858079,0.045624416,0.017288497,-0.023529572,-0.016786342,0.042181063,0.003748232,-0.017288497,-0.008142093,-0.004268322,0.040172443,-0.019368855,0.006671495,-0.001488532,0.042754956,-0.020229694,-0.028694602,-0.041033279,0.01047353,0.004286256,0.004411795,-0.019081909,0.020803586,0.03672909,-0.008142093,-0.008751853,0.001640973,-0.014347301,-0.038450766,0.000522331,-0.020229694,-0.018508019,0.035581306,0.050789446,0.055093635,-0.021807898,0.038163818,-0.011262631,0.025251249,-0.034290049,0.045050524,0.0067791,-0.02094706,-0.048206929,0.008859458,0.007137782,-0.024677357,0.012769097,0.006025866,-0.035294361,0.009612692,-0.04476358,0.007675806,0.037876874,0.005236765,0.001156751,0.012625624,0.01025832,0.023529572,0.015423348,0.004160717,-0.021664424,-0.017862389,0.015925504,0.041033279,0.023242628,0.019512329,0.037876874,-0.018005863,-0.006635627,0.001981721,0.016571132,0.009540955,0.010114847,0.008715985,0.006599758,0.012410415,0.005236765,-0.014992929,0.03099017,-0.002797724,-0.039885495,0.05825004,0.000159165,0.016140714,0.043041904,-0.000887739,0.008034488,0.024964303,-0.028838074,-0.015638558,0.009182272,-0.033859629,-0.001963787,-0.008070357,-0.009612692,-0.012410415,0.003676496,-0.047633037,0.005236765,0.032711845,0.002439041,0.017073289,-0.011621314,-0.011764786,-0.018651491,0.003927574,0.002456975,-0.019225383,0.018938437,0.046198308,0.019081909,-0.045624416,-0.015423348,0.009182272,0.020086221,0.008393171,-0.003855837,-0.019942747,-0.02094706,0.000883256,0.015064666,-0.010688739,0.011119158,0.015495085,0.014490774,-0.022238316,0.012051732,0.012769097,-0.019081909,-0.005344369,-0.011621314,0.017145025,-0.008249698,-0.005344369,0.022812208,0.002286601,-0.009002931,0.028407656,-0.001865149,-0.013701673,-0.013845146,-0.006492154,0.022812208,-0.030416278,-0.035294361,-0.042754956,-0.016284186,0.007137782,0.002510778,0.008572512,-0.013701673,0.00656389,-0.006671495,0.012697361,-0.022238316,-0.001856182,0.006276944,0.006599758,0.008680117,-0.006133471,0.006958441,-0.023816518,0.008177961,0.009254009,0.003335747,-0.006635627,-0.015853768,0.007532333,-0.048206929,-0.05825004,-0.025394723,-0.031420588,-0.001049146,0.021377478,-0.023816518,-0.046198308,0.026112087,0.0045194,-0.028694602,-0.007747543,-0.024533885,-0.024677357,-0.032281429,0.018794963,-0.032711845,-0.009684428,0.011190895,-0.001380928,0.015279875,-0.025107777,-0.005738921,-0.004340059,-0.002170029,-0.017718917,-0.020373167,0.010186584,-0.009971374,-0.025394723,0.003622693,-0.048493877,0.015638558,-0.036155198,-0.016427658,-0.000600793,0.003281945,0.022094844,-0.009110536,-0.017145025,-0.023242628,-0.014921193,0.023673046,0.02195137,-0.025394723,0.003371616,-0.032998793,-0.000959476,-0.037589926,-0.013271254,-0.04476358,-0.015423348,-0.018651491,-0.049067769,0.033429209,-0.002089326,-0.033716157,-0.000932575,-0.001080531,0.036155198,-0.004106915,0.005272633,-0.02195137,-0.010043111,-0.027403345,-0.035868254,0.006814968,0.039598551,0.037302982,-0.041320227,-0.025394723,-0.025394723,-0.000699431,0.003604759,0.016355922,-0.00799862,-0.006994309,0.035150886,0.020229694,-0.007747543,0.017647181,0.026399033,-0.030416278,-0.011908259,0.026542507,-0.012195205,0.034146577,-0.006169339,-0.008859458,0.0045194,0.019799275,-0.031277116,-0.022812208,0.007066045,0.039885495,0.001264356,-0.026542507,-0.016355922,0.002214865,-0.018938437,-0.02955544,-0.008070357,-0.006420417,-0.001389895,0.002241766,-0.018292809,0.016355922,-0.002134161,0.037302982,0.00180238,-0.013199517,-0.020086221,-0.011621314,0.021377478,-0.005272633,-0.02195137,-0.017216761,0.037876874,0.033142265,0.041607171,-0.011477841,0.031133642,-0.045050524,-0.003981376,-0.025394723,-0.031707536,0.024533885,0.032568373,0.028694602,-0.021090532,-0.019942747,0.054806691,-0.004483532,-0.020086221,-0.01599724,0.018651491,0.020373167,0.000504397,-0.007424728,-0.063702017,-0.014203828,0.030846696,-0.006599758,-0.027259871,-0.024103465,-0.020660114,-0.004985687,0.005559579,-0.034146577,-0.011549577,-0.00173961,0.008321434,0.007030177,-0.015638558];

Carregue o arquivo em mongosh para usar as incorporações na sua query:
```
load('/<path-to-file>/query-embeddings.js');
```

Execute a seguinte query:

1 db.embedded_movies.aggregate([
2   {
3     "$vectorSearch": {
4       "index": "vector_index",
5       "path": "plot_embedding_voyage_3_large",
6       "filter": {
7         "$and": [
8           {
9             "year": {  "$gt": 1955  }
10           }, 
11           {
12             "year": {  "$lt": 1975 }
13           }
14         ]
15       },
16       "queryVector": KIDS_ADVENTURE_EMBEDDING,
17       "numCandidates": 150,
18       "limit": 10
19     }
20   },
21   {
22     "$project": {
23       "_id": 0,
24       "title": 1,
25       "plot": 1,
26       "year": 1,
27       "score": { $meta: "vectorSearchScore" }
28     }
29   }
30 ])

1 [
2   {
3     plot: 'A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.',
4     title: 'Chitty Chitty Bang Bang',
5     year: 1968,
6     score: 0.7489712834358215
7   },
8   {
9     plot: 'A pilot, stranded in the desert, meets a little boy who is a prince on a planet.',
10     title: 'The Little Prince',
11     year: 1974,
12     score: 0.7346078753471375
13   },
14   {
15     plot: 'In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.',
16     title: 'In Search of the Castaways',
17     year: 1962,
18     score: 0.7281590104103088
19   },
20   {
21     plot: 'An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.',
22     title: 'Bedknobs and Broomsticks',
23     year: 1971,
24     score: 0.720349133014679
25   },
26   {
27     plot: "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.",
28     title: 'Pastoral Hide and Seek',
29     year: 1974,
30     score: 0.7195663452148438
31   },
32   {
33     plot: 'In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...',
34     title: 'Peter Pan',
35     year: 1960,
36     score: 0.7195032238960266
37   },
38   {
39     plot: 'When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...',
40     title: 'The Cowboys',
41     year: 1972,
42     score: 0.717952311038971
43   },
44   {
45     plot: 'When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.',
46     title: 'The 7th Voyage of Sinbad',
47     year: 1958,
48     score: 0.7148033380508423
49   },
50   {
51     plot: 'A red balloon with a life of its own follows a little boy around the streets of Paris.',
52     title: 'The Red Balloon',
53     year: 1956,
54     score: 0.7147064805030823
55   },
56   {
57     plot: 'This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...',
58     title: 'Perri',
59     year: 1957,
60     score: 0.712087094783783
61   }
62 ]

O MongoDB Vector Search filtra os documentos com base no valor do campo year, que varia entre 1955 e 1975. Ela retorna documentos que resumem as aventuras infantis na trama de filmes lançados entre 1955 e 1975.

Dica

Exemplos adicionais de filtro

O tutorial Como realizar uma pesquisa semântica em dados em seu cluster Atlas demonstra outros pré-filtros em queries de pesquisa semântica em relação aos dados incorporados na coleção sample_mflix.embedded_movies.

Excluir o campo _id e inclua somente os campos plot e title nos resultados.
Adicione um campo chamado score que exibe a pontuação da pesquisa vetorial para cada documento nos resultados.

1 using MongoDB.Bson;
2 using MongoDB.Bson.Serialization.Attributes;
3 using MongoDB.Bson.Serialization.Conventions;
4 using MongoDB.Driver;
5 
6 public class vectorSearchBasicQuery 
7 {
8   // define connection to your Atlas cluster
9   private const string MongoConnectionString = "<connection-string>";
10 
11   public static void Main(string[] args){
12     var camelCaseConvention = new ConventionPack { new CamelCaseElementNameConvention() };
13     ConventionRegistry.Register("CamelCase", camelCaseConvention, type => true);
14 
15     // connect to your Atlas cluster
16     var mongoClient = new MongoClient(MongoConnectionString);
17 
18     // define namespace
19     var moviesDatabase = mongoClient.GetDatabase("sample_mflix");
20     var moviesCollection = moviesDatabase.GetCollection<EmbeddedMovie>("embedded_movies");
21 
22     // define vector embeddings to search
23     var vector = new[] {-0.034731735,0.008558298,-0.0153717,-0.029912498,0.011549547,0.010261648,-0.011964999,-0.023265276,0.010303194,-0.006896493,-0.00054528,0.003926015,-0.025757983,0.027419789,0.001199616,-0.036227357,-0.005297005,0.021935832,0.010303194,-0.019193852,0.025093261,-0.040049512,-0.033900831,-0.011466458,-0.01827986,-0.0153717,0.023265276,0.007727395,0.000114249,0.005317777,-0.043871664,-0.02127111,-0.019609304,0.016368784,-0.004756918,0.003552109,0.006522586,-0.005400868,-0.015620971,-0.034565553,-0.018695312,-0.023099095,0.050851244,-0.034731735,0.004819236,0.022268193,-0.095719993,0.05517194,-0.046198189,-0.036393538,0.007187308,-0.02459472,-0.036725901,0.009472291,0.019027673,0.020938748,-0.011051006,0.027087428,0.04586583,-0.022600554,-0.05517194,0.044204023,0.01213118,0.047859997,-0.03938479,0.002928932,0.002056484,0.019443123,-0.028583053,0.013543714,0.022932915,0.011632638,0.004923099,0.000389486,0.020024756,-0.024096178,-0.022766734,0.011217186,-0.003198975,0.007104218,-0.047195274,-0.013377533,0.013294443,0.024096178,-0.056501385,-0.026755067,-0.008433662,-0.001911076,0.007976666,-0.008101301,-0.014042255,0.008641388,-0.02176965,0.010012378,-0.000607598,-0.024927082,0.024927082,-0.018612221,-0.001184036,0.005567048,0.001324251,-0.019526213,-0.023597637,0.060489718,-0.010178559,-0.019609304,0.004112968,-0.011217186,-0.031574301,-0.008766023,0.005483958,-0.061819162,-0.023431456,-0.040714234,0.015039339,0.026422706,0.016202603,0.004653055,0.041046593,-0.018030589,0.040381871,-0.002638116,0.013045172,0.004216831,0.005650138,0.027419789,0.003926015,-0.028749233,0.004798463,-0.030244859,0.063813329,0.007145763,-0.017448956,0.025591804,-0.045201108,0.010718645,0.002804297,0.014291527,0.04586583,-0.015205519,-0.021603471,-0.035230275,0.00760276,0.033236109,0.016534964,-0.043206941,-0.003115885,-0.026256526,0.005940954,0.016534964,0.024262359,-0.001630647,0.028084511,-0.012795902,0.007270399,0.001381376,-0.009763107,-0.006896493,0.008433662,-0.019360034,0.000386889,0.030411039,0.025591804,0.010469374,0.037722982,-0.001147684,-0.005400868,0.052845411,-0.052513052,0.00768585,-0.004299921,0.00922302,0.011881908,0.012962082,-0.068798743,0.003593654,0.020938748,-0.013792985,-0.034565553,-0.007519669,-0.04021569,-0.020689478,0.006273315,0.046862911,0.006107135,0.002638116,-0.013792985,-0.005400868,-0.020274026,0.007644305,-0.010801735,0.026422706,0.043871664,0.003780607,0.010261648,-0.064145692,0.011881908,-0.009056839,0.009347656,-0.02459472,0.026422706,0.033236109,0.041212775,0.019027673,-0.00315743,0.004424557,0.020689478,-0.0153717,-0.015205519,-0.034897912,0.020274026,0.016867325,0.040714234,-0.022766734,-0.010967916,0.026256526,0.007062673,-0.015953332,-0.007727395,0.031574301,-0.002887387,-0.00614868,0.004569965,0.019027673,0.012878992,0.011798819,0.004258377,-0.019193852,-0.021437289,-0.021603471,0.000301202,-0.051183607,-0.004985416,-0.030078677,0.012629721,0.065142773,-0.031740483,-0.021104928,-0.03938479,-0.003365156,-0.016036423,0.036393538,0.009804652,-0.018612221,0.060489718,-0.003697517,0.000547876,0.063480966,0.02758597,0.010053922,-0.003655972,-0.001485239,0.018362951,0.021104928,-0.003905243,0.019443123,-0.002658889,-0.00380138,-0.013626805,0.035894997,0.035396457,-0.005691683,0.002762751,0.012878992,-0.009596926,-0.009970833,-0.015953332,0.022434372,0.00614868,-0.021188019,0.001557943,-0.020190936,0.009763107,0.017448956,0.006730312,0.005567048,0.019692395,-0.00218112,-0.016867325,0.006854947,0.007976666,0.019193852,0.040880412,0.007353489,-0.02127111,-0.031906664,-0.026755067,-0.017947499,0.040381871,0.042209856,0.00913993,-0.0307434,-0.017781317,-0.015039339,0.03057722,0.017532047,0.0187784,-0.060822077,0.002928932,-0.026422706,-0.005899409,0.039717149,0.026588887,-0.000971118,0.004923099,-0.013626805,0.0187784,-0.031408124,-0.000695881,0.050851244,-0.014457707,-0.007311944,-0.001293092,-0.002139574,-0.019276943,0.00290816,0.019360034,-0.017781317,0.002160347,0.016618054,-0.006522586,0.011798819,0.029247776,-0.02775215,0.010344739,-0.018362951,-0.036725901,-0.015870241,0.015704062,-0.012463541,0.02459472,-0.024096178,0.001152877,-0.031408124,0.025425622,0.027087428,0.00922302,0.034565553,0.015704062,-0.020689478,-0.00517237,-0.014706978,-0.001589101,0.026090344,0.014956249,0.011715728,0.004299921,-0.00913993,0.022434372,-0.03705826,0.048524719,-0.030411039,0.008433662,0.017033506,-0.000511525,-0.031408124,0.005940954,-0.012962082,-0.031574301,0.017448956,0.010178559,-0.011383367,-0.020107845,-0.005151597,0.006647222,0.013128263,0.007145763,0.008059756,-0.045201108,-0.004943871,0.015787151,-0.045201108,-0.020772567,-0.020274026,0.028250692,-0.024262359,-0.004424557,0.009804652,0.000472576,-0.005691683,0.001443693,-0.013294443,0.001412535,0.013211353,-0.01213118,-0.002118802,0.017781317,-0.007353489,-0.031075761,-0.004923099,0.011383367,-0.004486875,-0.010178559,0.016618054,0.014457707,0.023763817,-0.02459472,-0.00388447,0.012546631,-0.007519669,0.015704062,-0.014291527,0.009680017,-0.035562634,0.023763817,0.053510133,-0.0555043,-0.003572882,0.022102011,0.021603471,-0.017282777,-0.001474852,-0.043539301,0.007810486,-0.025757983,-0.005400868,0.029912498,-0.00760276,0.014125346,0.030909581,-0.03340229,-0.009680017,0.018030589,0.008849114,0.03057722,0.019775484,0.014125346,0.031906664,-0.03057722,-0.027087428,-0.023597637,-0.022434372,-0.012878992,0.016285693,-0.021603471,-0.029746316,0.029746316,0.020357117,0.006314861,-0.001158071,0.028749233,-0.045201108,0.011383367,0.011134096,-0.021437289,-0.035728816,0.001827986,0.008267482,-0.057498466,0.01213118,-0.01213118,-0.040548053,0.010718645,0.004798463,-0.004881553,-0.019526213,-0.008558298,0.0059825,-0.000262254,-0.017615138,0.005193142,0.019692395,-0.00198378,-0.002845842,0.012546631,0.006107135,-0.008225936,-0.008890659,0.015870241,0.00517237,0.002596571,-0.010427829,-0.019110762,0.024262359,0.012048089,-0.032405205,0.006522586,0.013211353,0.013211353,-0.038221523,-0.007727395,-0.008267482,-0.019276943,0.001474852,0.031408124,-0.035562634,0.017532047,-0.023431456,-0.015454791,-0.011383367,0.016534964,-0.02176965,0.008682934,0.027253609,0.020190936,-0.0247609,-0.007311944,0.009555381,-0.01852913,-0.011632638,0.011549547,0.027419789,-0.034067012,-0.01229736,0.0307434,0.003946788,0.0046946,0.037722982,0.03057722,-0.010427829,0.002284982,0.033236109,0.030078677,-0.013377533,0.007395034,-0.012048089,0.040714234,-0.028749233,-0.000102565,-0.0059825,-0.041046593,0.017698228,-0.006356406,0.003178203,0.009056839,0.023099095,0.00606559,0.011881908,-0.02127111,-0.001126912,-0.027087428,0.011134096,0.001204809,-0.017033506,0.011051006,-0.014374617,0.017864408,0.023431456,-0.002077257,-0.026755067,-0.043871664,0.025757983,-0.006190225,0.001152877,0.011798819,-0.024262359,0.006564131,-0.070128188,-0.004362239,0.012962082,-0.013626805,-0.001402148,-0.012214269,0.011217186,-0.015953332,0.015787151,0.011134096,0.027253609,0.024262359,-0.048192356,0.009970833,0.018944582,-0.00517237,0.021935832,0.02775215,0.003406701,-0.010884825,0.075113602,-0.015953332,0.007727395,0.026755067,-0.006190225,-0.012712811,0.013377533,0.005940954,-0.008309027,0.02459472,0.002316141,-0.022434372,-0.012712811,0.03057722,-0.015787151,0.026755067,-0.001069787,0.03988333,-0.003697517,0.039550968,-0.019027673,-0.0059825,-0.00031029,-0.012546631,-0.003614427,0.007478124,0.005525503,0.032571387,-0.011798819,-0.011466458,-0.00606559,-0.011798819,0.018446039,0.007976666,0.018944582,-0.02176965,0.026588887,-0.006273315,-0.012463541,-0.007395034,0.012048089,-0.029247776,0.015454791,-0.007145763,0.006481041,-0.015620971,-0.00388447,-0.025757983,-0.001651419,-0.032903746,-0.005068507,0.03938479,0.003926015,0.004715373,0.022600554,-0.012546631,0.022932915,0.007810486,0.040714234,0.019941665,0.013543714,0.003406701,0.010884825,-0.03988333,0.042209856,-0.022766734,0.027419789,-0.029580137,0.043206941,0.022932915,0.021104928,-0.056833744,0.005193142,0.036061179,-0.012878992,0.008516753,-0.02758597,-0.030244859,-0.011798819,0.001111332,-0.014125346,-0.014125346,0.019027673,0.029081594,0.018861491,0.013626805,0.06846638,0.023099095,0.041378956,0.001599488,-0.028749233,0.017781317,0.016285693,0.021603471,-0.018113678,0.011300277,-0.032239024,0.022434372,-0.02459472,-0.013626805,0.005483958,0.013460624,-0.031574301,-0.015620971,0.016451873,0.014790068,-0.008849114,0.011134096,0.00461151,0.015122429,0.036227357,0.00206687,0.000877641,0.022102011,-0.028250692,0.022600554,-0.026422706,0.004029878,-0.032072846,0.017116595,0.010884825,0.019609304,0.00614868,0.005733229,0.016119512,0.002866614,-0.014540797,0.012463541,-0.003905243,0.003759835,-0.000485559,-0.022766734,-0.016285693,0.037722982,0.009513836,0.001506011,0.011964999,0.004029878,0.019941665,-0.000965924,0.002129188,0.015205519,0.071125269,0.022932915,0.005940954,-0.00044661,0.010220103,-0.03423319,-0.016285693,-0.016867325,-0.000659529,-0.008018211,-0.011383367,0.000016634,0.004071423,-0.029413955,0.019941665,-0.00913993,-0.024096178,0.010635555,0.010594009,0.001547556,0.036227357,-0.030078677,0.020772567,0.022268193,-0.014125346,0.008766023,-0.012962082,-0.007187308,0.017033506,-0.007187308,-0.015205519,-0.005608593,0.044536386,-0.001235968,0.007852031,0.001599488,0.005857864,-0.005940954,-0.010510919,-0.005567048,0.006730312,0.016285693,-0.010801735,-0.024428539,0.015122429,-0.02176965,0.01528861,-0.007436579,0.00226421,-0.004715373,0.004507647,0.004341467,0.005525503,-0.031075761,-0.005899409,0.037556801,0.014873158,-0.000342747,0.009970833,-0.019443123,0.023597637,-0.012048089,-0.025259443,0.006024044,-0.01827986,0.010012378,0.016784234,0.013211353,-0.005400868,-0.024428539,-0.02176965,-0.035230275,0.009347656,0.028583053,-0.015704062,-0.017781317,0.00226421,0.001199616,-0.003385928,0.008267482,0.002326528,0.022434372,-0.020190936,-0.015787151,0.000789358,0.031241942,0.011300277,0.001506011,-0.023265276,-0.010967916,0.009056839,0.011300277,-0.030244859,0.007478124,0.001111332,-0.035894997,0.0153717,0.002700434,0.021104928,0.010884825,-0.003344383,0.00768585,0.010386284,0.00452842,-0.014706978,0.028084511,0.013377533,0.014873158,0.046862911,-0.015454791,0.021188019,0.013959166,0.012629721,0.025924165,-0.018695312,-0.00922302,-0.0093892,0.007727395,0.036892079,0.007228854,-0.01229736,0.029247776,-0.004943871,-0.027253609,-0.008433662,0.043206941,0.002825069,0.028583053,-0.023431456,0.034897912,-0.041545134,-0.016534964,0.003053567,-0.012712811,0.002741979,-0.007187308,-0.025093261,-0.045201108,-0.004424557,-0.016618054,-0.008890659,0.008018211,-0.05184833,-0.019526213,-0.013377533,-0.010469374,0.030244859,-0.005068507,0.051183607,0.005483958,-0.006024044,0.035064094,-0.011134096,0.014956249,0.002284982,0.001724123,-0.01229736,0.012629721,0.010261648,0.014540797,0.048857078,-0.029580137,-0.024927082,-0.008350573,-0.03988333,0.000939959,0.013543714,0.013626805,-0.021437289,-0.012962082,0.006771857,0.013709894,-0.0059825,0.035396457,-0.006439496,-0.029580137,0.0046946,0.019609304,-0.007270399,0.014291527,-0.015620971,0.00118923,-0.00760276,-0.017199686,0.023265276,0.026588887,-0.030078677,-0.016701145,-0.025757983,0.004964644,0.026588887,0.043206941,0.011051006,-0.009846197,0.028915415,0.031574301,0.023763817,0.009264565,-0.008433662,-0.035064094,-0.000579035,-0.0247609,0.014125346,0.016618054,0.028749233,-0.052513052,-0.016867325,-0.01238045,0.002741979,0.013709894,0.010718645,0.013626805,0.009596926,-0.004403784,-0.02758597,-0.000945152,0.000420645,0.003759835,0.012546631,-0.011881908,0.008392117,0.012795902,0.005483958,-0.009763107,0.006397951,-0.010801735,0.012795902,-0.03938479,0.005733229,0.005733229,-0.000433627,0.015454791,0.002357686,-0.006564131,0.030244859,-0.024428539,0.016036423,0.014291527,-0.004964644,0.029413955,0.040381871,0.012629721,-0.033568468,-0.026422706,-0.037889164,-0.034399372,-0.03423319,0.021935832,0.004133741,-0.014623888,-0.013543714,-0.05517194,0.004736145,0.006314861,0.00006037,0.006356406,0.003323611,-0.010344739,0.007062673,0.005899409,-0.00623177,-0.001973394,-0.0555043,0.011881908,0.001350217,-0.033069927,-0.026921248,0.022268193,0.028583053,-0.021021837,0.010884825,0.019692395,-0.005442413,0.031574301,-0.014956249,0.01238045,-0.006356406,0.006273315,-0.003095113,-0.014540797,-0.02176965,0.005006189,-0.002658889,0.042542219,-0.02176965,0.017199686,-0.016701145,-0.001599488,0.016950415,-0.021188019,0.017864408,0.023763817,-0.000669915,0.025093261,0.021104928,0.008807569,0.037390623,-0.025591804,-0.003178203,-0.001319058,0.020523297,0.005255459,0.019276943,-0.00226421,0.00760276,-0.057166107,-0.006896493,-0.034067012,0.043871664,0.038221523,0.008101301,0.03988333,0.015870241,0.000955538,-0.004299921,-0.002928932,-0.002118802,-0.020523297,-0.001168457,-0.011134096,-0.000685495,0.003323611,0.011549547,0.034565553,0.029247776,-0.029746316,0.005213914,0.019110762,-0.003302838,0.026422706,0.028915415,-0.036227357,0.033236109,0.038387705,-0.035230275,0.004071423,-0.021935832,0.002928932,0.000976311,0.000527104,-0.006854947,-0.003822153,-0.001199616,0.019858574,-0.002762751,0.039052427,-0.008641388,0.032239024,-0.002295369,0.035396457,0.044536386,-0.029413955,0.025093261,-0.03423319,-0.016867325,-0.008849114,0.008433662,-0.004486875,0.017033506,0.006730312,-0.008599843,-0.008225936,-0.024428539,0.006564131,-0.007561215,-0.032072846,-0.019941665,0.035396457,0.019276943,0.010261648,0.005857864,0.032239024,-0.044204023,-0.018944582,0.002409618,0.032903746,0.05517194,-0.03655972,0.007976666,0.030909581,-0.023929998,0.016368784,0.01528861,-0.00768585,0.02176965,0.013626805,-0.02459472,0.04021569,-0.032737568,0.006854947,-0.011383367,0.014873158,-0.02176965,0.00243039,0.0093892,0.0093892,-0.029580137,0.019858574,0.01827986,0.024428539,0.017864408,-0.028250692,-0.001111332,0.056169022,0.007478124,-0.010718645,0.041046593,-0.015704062,0.034731735,0.002523867,-0.032571387,0.004341467,-0.023597637,-0.011881908,-0.035562634,0.006688767,0.007810486,-0.012712811,0.022600554,0.03057722,0.022600554,0.010552464,0.0307434,-0.009638472,0.02176965,-0.018030589,0.024262359,-0.036227357,-0.020772567,0.001641033,-0.022932915,-0.014623888,0.018362951,0.002575798,0.006190225,-0.011051006,0.021021837,0.019110762,0.02127111,-0.028583053,-0.052180689,-0.014291527,-0.010552464,0.036393538,0.042542219,-0.04586583,-0.001869531,0.008350573,-0.008516753,-0.020772567,0.000294711,0.015704062,-0.014457707,-0.020772567,0.008766023,-0.026588887,-0.004736145,-0.028084511,-0.007519669,0.010552464,-0.016534964,0.006190225,0.012962082,-0.016618054,0.012546631,0.02459472,0.022932915,0.020440206,-0.027918331,-0.008059756,0.020689478,-0.014623888,-0.011466458,-0.006896493,-0.020024756,-0.031408124,0.021603471,0.007270399,-0.03057722,0.008350573,-0.021437289,0.00072704,-0.043871664,0.006314861,-0.017199686,0.02176965,0.024262359,-0.020357117,-0.000542683,-0.005213914,0.001963008,-0.00064395,-0.022434372,0.022102011,-0.006688767,-0.028583053,0.002191506,-0.005047734,0.002368073,0.014956249,0.023929998,-0.003302838,-0.032239024,0.022268193,-0.013377533,-0.010801735,0.003676744,0.009015295,-0.039550968,0.010884825,-0.033568468,0.013709894,-0.029413955,-0.006356406,-0.020274026,0.023597637,0.030909581,0.02176965,0.016285693,0.045533467,-0.024096178,-0.030909581,-0.026422706,0.002783524,-0.010594009,0.004362239,-0.070792913,0.009472291,-0.022102011,0.011134096,-0.017448956,-0.011549547,-0.056833744,0.00082571,0.026588887,-0.013709894,0.002575798,0.02176965,-0.000568649,-0.007270399,0.004279149,-0.042874578,-0.026588887,0.016784234,0.036725901,-0.028915415,-0.009513836,0.017448956,0.002035712,-0.007228854,0.011383367,0.011134096,0.028915415,0.0153717,-0.027087428,0.043871664,-0.005089279,0.006314861,0.014291527,-0.003240521,0.025924165,-0.001230775,-0.015454791,-0.012629721,0.031740483,-0.039717149,-0.031075761,0.006605676,-0.008641388,-0.032239024,0.037722982,-0.03705826,-0.024096178,0.001911076,0.018196769,-0.007353489,-0.011300277,-0.029081594,0.004590738,-0.018030589,-0.026588887,0.010261648,0.038221523,0.008392117,-0.01213118,0.018362951,-0.034731735,-0.017781317,-0.011632638,0.005255459,0.000851675,0.014208436,-0.000039922,-0.000228498,0.014790068,0.00913993,0.0004544,-0.011798819,-0.020440206,0.005899409,0.008350573,0.006314861,0.040548053,0.003427474,-0.010801735,0.008599843,0.002586185,-0.041212775,-0.016368784,0.020024756,0.000965924,-0.021021837,-0.008475208,0.0307434,0.00760276,0.003614427,0.003489791,-0.025924165,0.000799744,0.013460624,-0.020440206,0.048857078,0.004320694,-0.048857078,0.015039339,-0.029580137,0.025924165,0.018861491,-0.014706978,0.000576439,-0.031241942,0.0307434,0.0153717,0.014706978,0.028084511,-0.01238045,-0.031241942,0.018196769,-0.034897912,0.008142847,0.010718645,0.00922302,0.047859997,-0.00072704,-0.010427829,0.007104218,0.026256526,0.012214269,-0.013377533,-0.05184833,0.005276232,0.021935832,-0.007021128,0.009804652,0.007893575,0.024096178,-0.002357686,0.033900831,-0.031740483,0.034565553,-0.036892079,-0.015454791,0.030411039,0.010552464,-0.022268193,-0.001391762,-0.008184392,-0.008558298,0.008475208,-0.009929287,0.010427829,0.041378956,-0.009555381,-0.008724478,-0.039052427,0.034731735,-0.014291527,0.023099095,0.029081594,0.007519669,0.010967916,-0.008142847,0.006190225,-0.031075761,0.033734649,-0.001672192,0.047859997,-0.022434372,-0.007395034,0.01213118,0.056169022,0.002762751,-0.029413955,-0.000763392,-0.015787151,0.010801735,0.008142847,0.029912498,-0.0018176,0.033236109,-0.046198189,-0.002492708,-0.006730312,0.008807569,-0.03655972,0.009430746,-0.053842496,-0.060489718,0.046862911,0.002783524,-0.0187784,0.000571246,0.00760276,0.002482322,0.001319058,-0.014291527,0.001464466,-0.011632638,-0.012463541,-0.004902326,0.000841289,0.006688767,0.030244859,0.018944582,0.000532297,-0.015620971,0.007104218,0.005608593,0.002035712,-0.023763817,0.003032795,0.010594009,-0.023597637,-0.042376038,-0.005255459,0.001199616,-0.0247609,-0.007893575,-0.011632638,0.013045172,-0.005691683,-0.007104218,0.027419789,-0.004320694,-0.005525503,-0.026090344,0.031408124,-0.012795902,-0.007062673,0.000939959,0.000030185,0.004175286,0.014291527,0.033236109,-0.038720068,0.074116521,-0.019692395,0.001589101,0.013792985,-0.056169022,-0.028749233,-0.001599488,0.004175286,0.014790068,0.00162026,-0.007519669,-0.041378956,0.016534964,-0.003572882,-0.002575798,-0.019526213,-0.00922302,-0.033900831,-0.042043675,-0.014208436,0.010178559,0.017698228,0.032239024,0.00913993,0.009264565,-0.012463541,-0.005857864,-0.015870241,0.004486875,0.018861491,-0.000176567,-0.029912498,0.016784234,0.012546631,0.051183607,0.023597637,0.032903746,0.0153717,-0.013377533,-0.000016634,-0.061486799,-0.034565553,0.016119512,0.00380138,-0.003863698,0.004362239,-0.017532047,-0.002762751,0.000102565,-0.021437289,0.029247776,-0.010718645,-0.015870241,-0.016285693,0.010220103,-0.000373906,0.012962082,0.010137013,-0.007228854,0.02127111,-0.029247776,0.018113678,0.009181475,0.002233051,0.014374617,-0.00396756,0.010801735,0.007644305,0.020855658,0.014790068,0.032737568,-0.037390623,0.003032795,0.010801735,-0.01553788,-0.014790068,0.019526213,-0.017947499,-0.007893575,-0.011964999,-0.00614868,-0.005857864,-0.032072846,-0.025924165,0.001163264,-0.013294443,-0.01553788,0.016701145,-0.013460624,-0.001111332,0.00760276,0.01553788,-0.033734649,0.048192356,-0.003282066,0.031906664,0.002845842,0.003240521,0.017116595,-0.01827986,0.006896493,-0.00760276,-0.009680017,-0.02459472,-0.020689478,-0.053510133,0.00614868,-0.010552464,-0.032405205,-0.0307434,0.025093261,0.003635199,-0.008101301,-0.00606559,-0.007436579,0.00606559,-0.012962082,0.026921248,0.009098385,0.046530552,-0.011632638,0.032571387,-0.033900831,0.009846197,0.002866614,0.032903746,0.008973749,0.012712811,0.040049512,0.013626805,-0.026256526,-0.031408124,0.036227357,0.011964999,-0.006024044,-0.001848759,0.015704062,-0.021188019,-0.035064094,-0.013377533,-0.009721561,-0.01553788,0.008766023,0.005400868,0.004507647,-0.018362951,-0.026588887,-0.00913993,-0.025591804,0.035894997,0.021935832,-0.031906664,-0.000602404,0.026422706,-0.006397951,0.006647222,0.0093892,0.020606387,0.00913993,0.015620971,-0.024096178,0.00063616,-0.006564131,0.01238045,-0.013709894,0.000563456,-0.009887742,0.016618054,-0.003323611,0.000451803,0.001609874,0.008682934,0.025259443,0.020024756,-0.027253609,0.010884825,0.028250692,-0.054839578,0.033568468,-0.004902326,0.003053567,0.020274026,-0.015704062,-0.00614868,-0.063813329,0.002482322,0.009763107,-0.001609874,-0.012214269,0.020107845,0.001921462,0.018695312,-0.004923099,0.007270399,-0.023763817,0.005234687,0.003406701,0.002565412,0.007104218,0.000841289,0.016202603,0.01827986,-0.031075761,-0.035562634,-0.025259443,-0.007021128,0.000641353,-0.033069927,0.010718645,0.005650138,0.024927082,-0.002658889,0.00380138,0.009929287,-0.004258377,-0.039717149,-0.022434372,0.025425622,0.00198378,0.006356406,0.017615138,-0.032072846,0.046862911,-0.026921248,0.005940954,0.021603471,-0.002253824,0.002825069,-0.030411039,-0.003115885,0.023597637,-0.004320694,-0.007852031,0.018030589,-0.008724478,-0.005733229,0.032903746,0.013876075,0.015454791,-0.023597637,0.005151597,-0.035396457,0.02176965,-0.012463541,0.025591804,0.014540797,-0.027918331,0.004154514,0.008724478,0.016036423,-0.015870241,0.005400868,-0.017365867,-0.044868745,-0.000485559,0.020357117,-0.00760276,-0.023265276,-0.012048089,0.008433662,0.018362951,-0.006979583,0.0307434,0.008392117,0.027087428,-0.019360034,0.016119512,0.02127111,0.010801735,0.00299125,0.002949705,0.012463541,-0.000025966,0.015953332,0.029413955,0.020024756,0.003780607,0.022102011,-0.031740483,0.01553788,0.010386284,0.028749233,-0.010884825,0.008682934,-0.003531337,-0.05517194,-0.019360034,-0.009347656,-0.002025325,0.003261293,-0.025425622,-0.01553788,-0.000251867,0.014291527,0.012546631,0.035728816,-0.007062673,-0.006605676,0.000384293,-0.005047734,-0.032571387,-0.021188019,-0.02127111,-0.016036423,0.008475208,-0.004009106,0.014291527,-0.008101301,0.004424557,-0.038221523,-0.019360034,0.015039339,-0.015454791,-0.029580137,0.035728816,0.004466102,-0.000778971,-0.005068507,-0.017781317,0.00477769,0.001838372,0.030244859,0.01213118,-0.022932915,-0.005359322,0.037390623,0.005899409,0.002046098,0.037889164,0.016701145,0.010303194,0.02127111,-0.009513836,-0.022268193,-0.005650138,-0.00388447,0.016534964,-0.023265276,-0.00054528,0.004819236,0.004715373,-0.001178843,-0.051183607,-0.00614868,-0.010552464,-0.002741979,-0.009181475,0.023597637,0.019193852,0.017199686,-0.036393538,-0.00243039,-0.015870241,-0.014706978,-0.00145408,0.016368784,-0.011632638,-0.014623888,-0.01229736,-0.01553788,0.040880412,0.023929998,-0.014623888,0.002648502,0.031906664,-0.033734649,-0.026755067,0.002783524,0.005359322,0.009970833,0.001412535,0.016950415,0.016285693,-0.006730312,-0.02459472,0.050851244,-0.001827986,-0.020855658,0.020938748,0.004071423,-0.021603471,-0.007852031,-0.023929998,-0.029912498,-0.003365156,0.017365867,-0.010427829,-0.011715728,0.014956249,0.011383367,0.032405205,-0.028583053,-0.017448956,0.018446039,0.017615138,0.035728816,-0.010095468,-0.00254464,0.010012378,0.028250692,-0.020855658,-0.002305755,-0.001002276,-0.014125346,-0.007021128,-0.028583053,-0.045533467,-0.02758597,-0.020440206,0.001350217,0.010053922,0.020689478,-0.017615138,0.026422706,0.040880412,0.012463541,-0.010718645,-0.014706978,0.068134025,0.038720068,0.047859997,-0.012546631,0.015704062,-0.002087643,-0.010303194,0.014790068,0.018612221,0.007395034,-0.014790068,-0.017864408,-0.005068507,-0.054507218,0.004902326,-0.004050651,0.021603471,0.019775484,-0.024262359,-0.012795902,0.021935832,-0.004009106,-0.039717149,0.037556801,-0.016701145,-0.025757983,0.005483958,-0.005110051,-0.021935832,-0.003406701,0.010594009,0.015787151,-0.049854163,0.007727395,-0.008392117,-0.017199686,0.009970833,-0.008849114,-0.013876075,-0.0059825,-0.015870241,-0.007104218,0.028250692,-0.029081594,0.026921248,0.00299125,-0.017781317,0.042542219,0.018196769,0.052845411,-0.004819236,-0.014125346,0.02459472,-0.011715728,0.015787151,-0.005774774,0.004902326,-0.004964644,-0.02758597,-0.013959166,-0.033568468,-0.027918331,-0.017698228,0.003489791,-0.020024756,-0.021603471,0.019360034,0.028084511,-0.002503094,-0.018861491,-0.002295369,0.050851244,-0.020689478,-0.000459593,-0.026090344,0.002783524,-0.005899409,-0.026921248,-0.0093892,-0.004112968,0.031574301,0.003926015,-0.032903746,-0.046198189,-0.019027673,-0.00913993,0.030411039,-0.019443123,0.001963008,-0.005193142,0.010884825,-0.02127111,-0.025259443,0.032737568,0.00089322,0.003282066,0.001713737,-0.006439496,0.016867325,-0.031574301,0.031075761,-0.009970833,0.022600554,-0.023597637,-0.014956249,0.004009106,0.00198378,0.026588887,-0.023431456,-0.023763817,-0.013294443,-0.029746316,0.001381376,-0.042874578,-0.00913993,0.014873158,0.016202603,0.012878992,-0.006024044,0.009638472,0.010552464,-0.017033506,-0.027087428,0.044536386,-0.038055345,0.001329444,-0.019609304,0.023597637,-0.043206941,0.040049512,0.017615138,0.046862911,0.02127111,0.013294443,-0.039550968,-0.018861491,-0.019609304,-0.033734649,0.00623177,-0.017199686,0.041212775,-0.017781317,-0.024262359,0.054507218,-0.009721561,0.005816319,-0.00206687,-0.008766023,0.017365867,-0.000737426,0.018362951,-0.023597637,-0.019110762,0.021935832,0.041545134,-0.020357117,-0.017615138,0.044868745,-0.018030589,-0.032405205,-0.050186522,-0.014540797,0.005213914,-0.006688767,0.047527634,0.040714234};
24     var options = new VectorSearchOptions<EmbeddedMovie>() {
25         IndexName = "vector_index",
26         NumberOfCandidates = 150
27     };
28 
29     // run query
30     var results = moviesCollection.Aggregate()
31                 .VectorSearch(movie => movie.Embedding, vector, 10, options)
32                 .Project(Builders<EmbeddedMovie>.Projection
33                   .Include(movie => movie.Title)
34                   .Include(movie => movie.Plot)
35                   .Exclude(movie => movie.Id)
36                   .MetaVectorSearchScore(movie => movie.Score))
37                 .ToList();
38 
39     // print results
40     foreach (var movie in results)
41       {
42         Console.WriteLine(movie.ToJson());
43       }
44   }
45 }
46 
47 [BsonIgnoreExtraElements]
48 public class EmbeddedMovie
49 {
50     [BsonIgnoreIfDefault]
51     public ObjectId Id { get; set; }
52     public string? Title { get; set; }
53     public string? Plot { get; set; }
54     [BsonElement("plot_embedding_voyage_3_large")]
55     public double[]? Embedding { get; set; }
56     public double Score { get; set; }
57 }

1 { "plot" : "At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.", "title" : "About Time", "score" : 0.7710106372833252 }
2 { "plot" : "A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.", "title" : "Retroactive", "score" : 0.76004797220230103 }
3 { "plot" : "A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...", "title" : "A.P.E.X.", "score" : 0.75768613815307617 }
4 { "plot" : "An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.", "title" : "Timecop", "score" : 0.75765615701675415 }
5 { "plot" : "After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.", "title" : "Back to the Future Part II", "score" : 0.7521393895149231 }
6 { "plot" : "A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.", "title" : "Thrill Seekers", "score" : 0.75099325180053711 }
7 { "plot" : "Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...", "title" : "Timerider: The Adventure of Lyle Swann", "score" : 0.75026428699493408 }
8 { "plot" : "Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.", "title" : "The Time Machine", "score" : 0.75025033950805664 }
9 { "plot" : "A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.", "title" : "The Time Traveler's Wife", "score" : 0.74949634075164795 }
10 { "plot" : "A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.", "title" : "The Final Countdown", "score" : 0.7469133734703064 }

Exclua o campo _id e inclua apenas os campos plot, title e year nos resultados.
Adicione um campo denominado score que mostra a pontuação do Atlas Vector Search dos documentos nos resultados.

1 using System.Reflection.Emit;
2 using MongoDB.Bson;
3 using MongoDB.Bson.Serialization.Attributes;
4 using MongoDB.Bson.Serialization.Conventions;
5 using MongoDB.Driver;
6 using MongoDB.Driver.Search;
7 
8 public class vectorSearchFilterQuery 
9 {
10   // define connection to your Atlas cluster
11   private const string MongoConnectionString = "<connection-string>";
12 
13   public static void Main(string[] args){
14     var camelCaseConvention = new ConventionPack { new CamelCaseElementNameConvention() };
15     ConventionRegistry.Register("CamelCase", camelCaseConvention, type => true);
16 
17     // connect to your Atlas cluster
18     var mongoClient = new MongoClient(MongoConnectionString);
19 
20     // define namespace
21     var moviesDatabase = mongoClient.GetDatabase("sample_mflix");
22     var moviesCollection = moviesDatabase.GetCollection<EmbeddedMovie>("embedded_movies");
23 
24     // define vector embeddings to search
25     var vector = new[] {-0.021090532,-0.026399033,-0.024103465,-0.025538195,-0.000549233,0.011836523,-0.013199517,-0.003766167,-0.005165028,-0.02238179,0.037876874,0.010617003,0.010903949,-0.001354026,0.006850836,-0.018005863,-0.02195137,0.019512329,-0.041894119,-0.008357302,0.027546817,-0.025251249,0.004340059,-0.02195137,-0.003748232,-0.006205208,0.021377478,0.008931194,-0.00173961,-0.009827901,-0.016642869,-0.033572685,-0.026399033,0.015208139,0.010114847,-0.0233861,-0.011406104,-0.033142265,-0.008895326,-0.014347301,-0.019081909,-0.049067769,0.034433521,-0.023673046,0.004160717,-0.01334299,-0.06714537,0.032568373,-0.022525262,-0.024677357,0.011334368,0.027403345,0.026399033,-0.016786342,-0.015925504,0.013916882,-0.005487842,-0.0233861,0.026542507,-0.052798066,-0.025681669,-0.025394723,0.014203828,0.014921193,-0.031564061,0.010760476,0.010688739,0.013916882,-0.037876874,0.039598551,-0.000816003,0.003766167,-0.001694775,0.026972925,-0.009469219,0.015351612,-0.007245387,0.028981548,-0.035724778,0.010688739,0.001228488,0.004106915,-0.024677357,0.028551128,-0.033716157,-0.013486463,0.018292809,-0.018221073,0.009612692,-0.003622693,-0.001138817,-0.021234006,-0.045624416,0.020803586,0.007675806,-0.009612692,-0.021664424,-0.026685979,-0.025968615,0.001775478,-0.007496465,0.02051664,-0.054519743,0.018221073,0.014132091,-0.009684428,-0.025825141,-0.014921193,-0.057389203,-0.020660114,-0.028264182,-0.008931194,-0.019942747,-0.003228143,-0.014419037,0.021234006,-0.004573202,0.007317123,0.018651491,-0.016571132,-0.036155198,-0.032855317,0.000726332,-0.031851009,0.018938437,0.021234006,-0.048206929,0.017934127,-0.013414727,-0.009469219,0.064849801,0.006348681,-0.039024659,0.021377478,-0.022668736,-0.026829453,-0.019081909,0.027977237,-0.004627005,-0.038450766,0.004465597,-0.041894119,0.008213829,0.03055975,0.052224174,-0.00277979,-0.032137953,-0.013629936,0.022094844,-0.005918262,0.020660114,0.010617003,-0.020373167,-0.001614071,0.021090532,-0.005523711,0.004878082,-0.021090532,0.029698912,0.000726332,0.003371616,-0.022238316,0.008715985,0.038737711,0.013486463,-0.008536644,0.040172443,0.017503707,-0.028838074,0.061693393,-0.003066736,0.008285566,-0.034576993,0.01578203,-0.02238179,0.015925504,0.066571474,-0.038737711,-0.050215553,0.009325746,-0.010903949,-0.041607171,-0.006384549,0.026972925,-0.000119374,-0.003066736,-0.024103465,0.005093292,0.028981548,0.026829453,-0.001703742,0.043041904,0.010186584,0.010688739,0.004357993,-0.016571132,-0.010545266,-0.033142265,-0.005559579,-0.000365408,-0.00717365,0.019655801,0.047633037,0.044476632,0.01456251,-0.002977065,0.025681669,-0.015423348,-0.02051664,-0.019512329,0.014705983,0.002977065,0.03055975,-0.014347301,0.024390411,0.005882393,-0.012195205,0.004071047,-0.028694602,0.031277116,-0.010114847,0.005272633,0.017934127,0.037589926,-0.046198308,-0.02195137,-0.037876874,0.021234006,-0.034720469,-0.018005863,0.03055975,-0.015495085,-0.035150886,0.004178651,0.005882393,0.075753748,0.00595413,-0.083214343,-0.016284186,0.022238316,-0.032998793,-0.00491395,-0.009254009,-0.007819279,0.046198308,-0.008464907,0.014634247,0.031707536,-0.00317434,-0.026255561,-0.010617003,-0.033285737,0.020086221,-0.016858079,-0.012195205,-0.041894119,0.000721849,0.038163818,0.02238179,0.011406104,0.010330057,0.032137953,-0.01047353,0.039311603,-0.01291257,-0.03099017,-0.018938437,-0.013271254,-0.001820314,-0.005380238,0.003299879,-0.024533885,-0.001093982,0.012123469,-0.005236765,0.014132091,-0.018221073,0.013629936,0.022238316,-0.00317434,0.034003101,0.019081909,0.008034488,-0.02912502,0.026542507,-0.011334368,-0.077475421,0.038163818,-0.003568891,0.019081909,0.019512329,0.002385239,-0.032568373,-0.020373167,0.038737711,-0.013773409,0.01621245,-0.028407656,-0.021090532,-0.004411795,-0.013916882,-0.001533368,0.004322124,-0.024820831,0.004627005,-0.004591136,0.014849456,-0.014275564,-0.020229694,0.0233861,0.015566821,0.022525262,-0.024390411,-0.028694602,0.001766511,-0.036011726,0.006456285,-0.011262631,0.005523711,0.012266942,-0.019225383,-0.015423348,0.011836523,-0.011334368,-0.009827901,-0.011119158,0.007030177,0.00277979,0.004537334,-0.016571132,0.013127781,-0.013701673,-0.016571132,0.002941197,0.000959476,-0.004483532,0.010760476,0.043041904,-0.032568373,-0.015423348,0.006169339,-0.02094706,-0.050215553,0.012769097,0.015495085,0.001318158,0.00164994,-0.045337472,0.001533368,0.005595447,0.039311603,-0.030703224,0.023242628,-0.008787721,-0.021234006,-0.021234006,-0.001524401,0.007281255,0.01334299,0.00164994,-0.005451974,-0.011047422,-0.021234006,-0.033572685,-0.015423348,-0.005236765,0.025681669,-0.02051664,-0.024103465,-0.021377478,-0.00738886,-0.031707536,0.017790653,-0.026829453,0.007783411,-0.003335747,0.024677357,0.006384549,0.035724778,-0.004017244,-0.018651491,-0.014060355,-0.029842386,-0.012553888,0.006994309,-0.00317434,0.018292809,0.019942747,-0.01169305,0.002456975,0.010330057,-0.031707536,0.00799862,-0.019655801,-0.006205208,-0.012769097,-0.035294361,0.026112087,-0.004483532,0.02094706,0.019081909,0.001676841,-0.040746335,-0.004035179,-0.014992929,0.004375927,-0.049928606,-0.02051664,0.004268322,0.015351612,-0.037016038,-0.001452664,-0.021234006,-0.005738921,-0.051650282,-0.008285566,0.012840834,-0.015925504,0.018794963,-0.001228488,-0.035868254,-0.00347922,-0.003264011,0.002528712,0.01477772,-0.010545266,0.018221073,0.018149335,-0.028838074,-0.012984307,-0.037302982,-0.041607171,-0.043328848,-0.019799275,-0.019225383,-0.011047422,0.011908259,0.021664424,-0.012553888,0.004662873,0.005451974,-0.024533885,0.0067791,0.022812208,-0.037589926,-0.031564061,0.007101914,-0.00760407,-0.025107777,0.015566821,0.020803586,-0.033572685,0.062841177,0.034146577,-0.007532333,-0.001865149,-0.023673046,0.032424901,0.018508019,-0.005703052,-0.015853768,0.019655801,0.042181063,0.006671495,-0.004573202,0.024390411,0.009756165,-0.00029143,0.000107605,0.032711845,-0.005523711,-0.015566821,0.009110536,0.017216761,0.006241076,-0.003945508,0.007783411,0.024246939,0.048206929,0.00277979,-0.002367305,-0.05107639,-0.016284186,-0.016929815,0.016858079,0.000703914,-0.021234006,0.021234006,-0.014634247,0.001389895,0.008321434,-0.016499396,0.014921193,0.025394723,0.035437834,0.013486463,-0.022668736,-0.012338678,-0.034003101,-0.005559579,-0.008106225,0.023959992,-0.019368855,0.024533885,-0.000600793,0.009756165,-0.001936886,-0.014490774,0.018077599,0.004447663,0.011262631,-0.003658562,0.043328848,-0.018938437,0.00799862,-0.018221073,0.041320227,0.000363166,-0.003730298,0.002851526,-0.024103465,0.003515089,-0.0135582,-0.003497155,-0.006814968,0.014060355,0.027116399,-0.003192274,0.011406104,0.042468011,-0.036442146,-0.007245387,0.032424901,-0.038737711,0.008680117,-0.035581306,0.027546817,0.021664424,-0.000757717,-0.022238316,0.018221073,-0.006205208,0.005093292,0.001264356,-0.002116227,0.001098465,0.017431971,-0.042181063,0.010760476,0.033285737,0.002708053,-0.007352991,-0.009827901,-0.031994481,-0.020803586,0.009971374,-0.014849456,-0.003658562,0.024964303,-0.001793413,0.021090532,0.01578203,0.012984307,0.006922573,-0.032711845,-0.013701673,0.00390964,0.017503707,-0.015351612,0.006922573,0.028694602,0.012266942,-0.027259871,0.007675806,-0.002295568,-0.020086221,0.00595413,-0.027833764,0.001551302,0.008644248,-0.002187963,0.00040576,0.024964303,0.013916882,-0.015925504,0.014347301,-0.011549577,0.018938437,-0.032424901,0.003730298,0.003281945,0.032998793,0.005595447,0.025681669,0.011047422,0.026399033,0.02912502,-0.006241076,0.004627005,0.024390411,0.001542335,-0.034576993,0.011477841,-0.00491395,-0.014347301,0.023529572,-0.004770477,-0.014921193,-0.028264182,0.02812071,0.00164994,0.008680117,-0.005416106,0.035581306,-0.02812071,0.006097603,-0.016355922,-0.010114847,0.033142265,-0.021807898,0.001228488,-0.002170029,-0.032711845,0.018149335,0.014132091,0.03055975,0.031133642,-0.011979996,0.008967063,-0.013486463,-0.02812071,0.052224174,0.004124849,-0.008715985,-0.034863941,0.025251249,0.07977099,-0.000072297,-0.014705983,0.033142265,0.024103465,-0.004232454,-0.007496465,-0.024246939,-0.029698912,-0.009469219,0.010114847,0.001201586,0.00860838,0.012051732,-0.006025866,0.014490774,0.014992929,0.01169305,-0.003192274,0.005308501,0.0045194,0.017575443,0.001022245,-0.018794963,-0.001847215,0.011119158,0.02051664,-0.006886704,0.010330057,-0.003353682,0.018794963,0.013773409,0.026399033,0.007962752,-0.018221073,-0.012553888,-0.003586825,-0.002170029,0.047633037,0.011908259,0.007209518,0.045624416,0.028694602,0.004357993,0.023959992,0.004232454,0.009182272,0.003012933,0.035294361,-0.055954475,0.014849456,0.012553888,0.004340059,-0.000511123,-0.024390411,0.011406104,0.013127781,0.013629936,-0.011406104,0.002582514,-0.004555268,0.005559579,0.000569409,0.017934127,-0.014060355,0.02912502,0.003819969,0.011190895,-0.011262631,0.017001551,0.012553888,-0.02238179,0.024246939,0.032281429,0.032711845,-0.016714605,-0.021520952,0.016355922,-0.011334368,-0.003891705,-0.008572512,-0.016929815,0.0135582,-0.057963096,0.015566821,0.001856182,-0.002456975,-0.000766684,0.005380238,0.000923607,0.035581306,0.005272633,-0.009612692,0.018651491,-0.023959992,-0.001416796,0.033285737,-0.002725987,0.024533885,-0.010186584,0.003802035,-0.029268494,-0.011764786,0.003837903,0.022955682,0.053945851,-0.002232799,0.019512329,0.014419037,0.028407656,0.004985687,0.00210726,0.005774789,0.032568373,-0.024964303,0.019655801,-0.012123469,0.031994481,0.015638558,0.038450766,-0.011979996,0.033716157,0.019368855,0.017431971,0.022668736,0.015423348,-0.001927919,-0.001102949,0.028694602,-0.013701673,-0.036155198,-0.010688739,0.000535782,-0.021807898,-0.005200896,-0.040459387,0.007137782,-0.006492154,-0.00277979,0.020803586,0.027833764,-0.000780134,0.000600793,-0.025538195,-0.011764786,0.021090532,0.028694602,-0.016929815,-0.025251249,0.029268494,-0.013271254,0.014634247,0.000376617,-0.025251249,-0.026255561,-0.037302982,0.003138472,-0.024677357,-0.019799275,0.025825141,-0.040746335,0.002510778,-0.031851009,-0.014347301,-0.00158717,-0.046772201,-0.028838074,0.006635627,-0.001058113,0.014132091,-0.00286946,0.019368855,0.007281255,0.036155198,0.065710634,0.018794963,-0.029268494,0.003461286,0.012984307,0.006133471,0.003497155,0.046198308,-0.014132091,-0.010186584,0.028981548,-0.000286946,-0.003102604,0.011190895,0.014490774,-0.020660114,-0.00347922,-0.004842214,-0.000506639,0.002600448,0.017073289,-0.011836523,-0.026685979,-0.023959992,0.023673046,-0.006958441,0.040172443,-0.031133642,0.009182272,-0.015638558,-0.002421107,0.004555268,0.014705983,-0.028407656,-0.014921193,-0.015710294,-0.008751853,-0.006420417,-0.038450766,-0.011908259,0.006133471,0.002474909,-0.008070357,-0.01025832,-0.011119158,0.004465597,0.010903949,0.009074667,0.030703224,-0.019368855,-0.007891015,0.007675806,-0.005093292,0.023099154,0.022094844,0.00738886,0.007066045,-0.023242628,-0.020660114,0.009397482,-0.006635627,0.009540955,0.006348681,-0.013773409,-0.000186067,-0.021234006,-0.017145025,-0.007030177,0.010114847,0.024390411,-0.024964303,-0.041033279,0.0135582,0.014060355,0.008715985,0.018794963,-0.039598551,-0.015208139,0.027977237,0.020086221,0.012195205,-0.010760476,-0.025538195,0.025394723,0.012697361,-0.053371958,-0.008249698,0.005846525,-0.045624416,-0.027977237,-0.012410415,-0.02195137,-0.022955682,0.011477841,0.026972925,-0.031420588,-0.012051732,-0.015925504,-0.004322124,-0.017145025,0.012840834,0.01578203,-0.010186584,-0.00091464,-0.028264182,0.00369443,-0.029985858,-0.009899638,0.018794963,0.053945851,0.007317123,-0.020086221,0.008967063,-0.001506467,-0.006850836,0.011477841,-0.003120538,-0.005631316,-0.027977237,0.01047353,0.003120538,-0.001354026,-0.004160717,-0.004698741,-0.049067769,0.021807898,-0.037589926,0.03672909,-0.004878082,-0.006241076,0.000049879,0.014203828,-0.027259871,0.004196586,-0.002421107,0.008106225,-0.00760407,-0.003802035,-0.016140714,0.038737711,-0.010043111,-0.037589926,-0.062267285,-0.001506467,-0.006384549,-0.012697361,-0.011190895,-0.01578203,0.014132091,-0.02238179,-0.024677357,0.011621314,-0.028407656,0.010688739,0.039311603,0.009254009,-0.009612692,-0.040459387,0.021234006,0.007926884,-0.057102256,-0.045624416,0.003497155,-0.003120538,-0.015853768,-0.006528022,0.011334368,-0.008177961,-0.033716157,0.010114847,0.035868254,-0.021807898,-0.010975685,-0.039024659,0.021234006,0.001990688,-0.009756165,-0.003819969,-0.033142265,-0.035150886,0.028407656,0.007711674,0.018364545,0.005416106,0.010545266,-0.032281429,0.01291257,0.003102604,-0.009756165,0.05107639,-0.001080531,-0.043615796,0.025968615,0.012697361,0.024820831,0.024246939,-0.020086221,-0.012195205,0.00760407,0.009540955,-0.003802035,0.043328848,-0.010043111,0.003891705,-0.054519743,0.043041904,-0.032711845,0.024820831,0.018651491,-0.008357302,0.009540955,-0.003156406,-0.019081909,-0.025825141,-0.02912502,0.026255561,-0.017216761,0.010401793,-0.028551128,-0.005200896,0.012625624,-0.008142093,0.039311603,-0.00082497,-0.003784101,0.037876874,0.006599758,-0.021520952,0.047633037,0.012410415,-0.01477772,0.023529572,0.004985687,-0.031707536,0.007675806,-0.017934127,-0.034863941,0.018794963,-0.011119158,-0.027546817,0.009612692,0.00760407,0.057102256,0.006241076,0.007281255,-0.007675806,-0.008285566,0.012553888,-0.007245387,0.016284186,-0.024964303,0.007030177,-0.011836523,-0.045050524,0.021090532,-0.021664424,0.00369443,0.037016038,-0.010186584,-0.00656389,0.016355922,0.019225383,0.009002931,-0.008034488,-0.004555268,0.046772201,-0.014347301,0.014347301,-0.023959992,0.017790653,0.031133642,-0.025825141,0.035581306,-0.012769097,0.017360235,0.024677357,0.000046517,0.010903949,0.011262631,-0.000573892,0.026829453,-0.024820831,-0.001309191,0.008177961,-0.002143128,-0.018651491,-0.026685979,-0.040172443,-0.018651491,0.007568201,-0.018794963,0.003281945,-0.014347301,0.005738921,-0.020373167,-0.02051664,-0.028551128,-0.040172443,-0.017718917,0.046198308,0.003802035,-0.005523711,0.07345818,0.000412485,-0.025968615,0.024246939,-0.024964303,0.024820831,0.005882393,0.011190895,0.020086221,-0.029411966,-0.029842386,0.006922573,-0.004286256,0.0233861,-0.0135582,0.000551474,0.026255561,0.019799275,0.003568891,-0.025681669,-0.009469219,-0.002636316,0.013486463,0.050215553,-0.040459387,-0.003622693,0.019225383,-0.015853768,-0.017001551,0.028407656,0.02812071,0.01477772,-0.007209518,0.046198308,0.024246939,0.035868254,-0.019225383,-0.030272804,0.006599758,0.000473013,-0.018364545,0.033429209,-0.0233861,0.021664424,0.028694602,-0.009684428,-0.002815658,0.015136402,0.006994309,0.017360235,-0.027116399,0.042181063,-0.018794963,-0.037589926,-0.018508019,-0.012266942,-0.00277979,-0.01334299,-0.020373167,-0.004949819,-0.018651491,0.026829453,-0.011979996,0.00799862,0.040459387,-0.00738886,0.008249698,0.017718917,-0.042754956,-0.011119158,-0.043615796,-0.009325746,-0.009612692,-0.008285566,-0.008213829,0.012625624,0.000919124,-0.041033279,0.000636661,-0.045911364,-0.001909984,-0.016642869,0.013414727,0.03055975,-0.013414727,0.010186584,0.056241419,-0.008321434,-0.000200638,0.006205208,0.012625624,0.009756165,-0.035294361,0.034003101,-0.023529572,0.031564061,-0.026399033,0.029268494,0.001183652,0.01334299,0.004035179,-0.00491395,-0.002241766,-0.011764786,0.029268494,-0.011621314,0.037302982,-0.020086221,0.018651491,-0.01578203,-0.025825141,0.002528712,0.057102256,0.046198308,-0.006169339,0.008249698,0.009397482,-0.008142093,-0.037876874,-0.041607171,-0.01169305,-0.013773409,-0.020086221,-0.038737711,-0.019799275,-0.035437834,0.019368855,-0.001246422,-0.013845146,-0.037876874,-0.006814968,-0.003066736,0.003730298,0.016499396,0.012840834,0.02051664,-0.006994309,0.009182272,-0.00738886,-0.000193913,-0.037016038,0.007281255,-0.016427658,-0.003568891,0.02912502,0.021807898,0.02912502,0.004124849,-0.012625624,0.02195137,-0.036155198,0.011334368,0.018651491,0.040459387,0.006205208,0.015064666,-0.023959992,0.017360235,-0.000567167,0.032998793,-0.023099154,0.075753748,-0.038737711,-0.005057423,-0.019799275,0.014849456,-0.050215553,-0.001111916,-0.006169339,0.009469219,-0.019081909,-0.013127781,-0.028838074,-0.013414727,-0.008213829,0.006312812,-0.008177961,-0.021664424,-0.010832212,-0.012697361,0.014634247,0.004393861,-0.045337472,-0.010975685,-0.030703224,-0.003228143,-0.014849456,-0.034003101,0.009612692,-0.004806346,-0.006492154,0.018938437,0.00277979,0.023816518,-0.003407484,-0.01169305,0.006276944,-0.024820831,0.00189205,0.006814968,-0.019655801,0.035294361,0.009038799,0.006922573,0.011334368,-0.018651491,-0.009899638,0.029985858,-0.008285566,-0.013845146,0.032424901,-0.024533885,-0.024677357,0.031420588,0.003604759,0.004232454,0.01578203,-0.025107777,0.003784101,0.006276944,-0.010832212,0.009074667,-0.040172443,0.048780821,0.02094706,-0.009110536,0.008680117,-0.014132091,0.023816518,0.012051732,-0.012123469,-0.032998793,-0.032424901,-0.021664424,-0.025538195,-0.01047353,0.009002931,-0.039311603,-0.004806346,0.023673046,-0.012123469,-0.006850836,-0.030272804,0.043615796,0.002456975,0.001273323,-0.007711674,-0.008177961,0.06714537,-0.043615796,0.017216761,0.00882359,-0.005416106,-0.014060355,0.034146577,-0.022812208,-0.009899638,-0.00390964,-0.032137953,0.007245387,0.047633037,-0.007352991,0.006097603,-0.019225383,-0.027833764,-0.010545266,0.002905329,-0.002797724,0.038450766,-0.013629936,-0.008106225,-0.001143301,-0.000014361,-0.043328848,0.029698912,0.027690291,0.002143128,0.012051732,-0.02812071,0.024677357,-0.012984307,0.008715985,-0.005523711,0.039024659,-0.020373167,-0.028838074,0.026972925,0.018364545,-0.010114847,-0.011406104,0.033572685,-0.028838074,0.024677357,-0.011836523,-0.009612692,-0.03672909,0.025107777,-0.025251249,-0.009182272,0.002618382,0.030416278,-0.003210209,0.033859629,-0.015208139,-0.015279875,0.010975685,0.014132091,-0.010545266,-0.002600448,0.003945508,-0.001990688,-0.008859458,0.024533885,0.027116399,-0.005487842,-0.028551128,0.008321434,0.016714605,0.010617003,0.043328848,0.025251249,-0.033429209,0.005667184,-0.012840834,0.037589926,-0.012482151,0.002546646,0.01477772,-0.003120538,0.012984307,-0.054232799,-0.013199517,-0.029985858,-0.023673046,-0.014992929,-0.010760476,0.0233861,-0.02912502,-0.020803586,-0.010545266,0.022238316,0.005021555,0.041033279,0.016140714,-0.006097603,0.015351612,-0.017790653,-0.007675806,-0.032281429,-0.012338678,0.02955544,-0.016427658,0.039885495,0.001192619,-0.006241076,-0.000663563,-0.008070357,-0.001452664,0.025681669,-0.020803586,-0.010401793,0.001443697,0.012410415,0.007926884,-0.034003101,0.017360235,0.000999828,0.019799275,-0.001102949,0.005918262,0.010545266,-0.023529572,0.016714605,0.016571132,0.003604759,0.016140714,-0.020660114,-0.007101914,0.014132091,-0.035437834,-0.018938437,0.019225383,-0.006886704,-0.03629867,0.010545266,-0.017216761,0.005595447,-0.022812208,0.009971374,0.003371616,-0.022955682,-0.013701673,-0.019368855,-0.022238316,0.004627005,0.008213829,0.002600448,0.012769097,-0.027116399,0.015279875,-0.017073289,-0.019512329,-0.010043111,0.003120538,0.0045194,-0.024246939,0.010903949,0.001667874,-0.008895326,0.031277116,-0.016571132,-0.012266942,0.006348681,0.048493877,-0.010186584,0.001506467,0.022955682,-0.012625624,0.018938437,-0.004698741,-0.009002931,0.008249698,0.035724778,0.002887394,-0.00399931,0.007747543,-0.000780134,-0.001389895,-0.003138472,-0.016284186,-0.041033279,-0.018364545,-0.001847215,-0.011190895,0.006061735,-0.044189688,0.033859629,-0.010043111,0.040172443,-0.025251249,-0.006241076,-0.01621245,-0.028694602,-0.001345059,-0.021377478,0.037876874,0.007675806,0.006528022,0.019942747,-0.006133471,0.014275564,-0.005380238,-0.043328848,-0.05825004,0.019512329,-0.00090119,-0.018364545,-0.023099154,-0.003407484,0.026829453,-0.06542369,-0.024677357,0.011262631,-0.002618382,-0.013916882,0.031133642,-0.016427658,-0.017934127,0.020086221,-0.009827901,0.009899638,0.011621314,-0.005308501,0.021377478,-0.011621314,0.009971374,-0.037876874,-0.013916882,0.014419037,-0.001748577,0.014132091,-0.026972925,0.002725987,-0.03672909,-0.004017244,0.005738921,0.001748577,-0.014921193,-0.013127781,0.033572685,-0.022094844,-0.038163818,-0.030129332,0.005057423,0.034576993,0.028264182,0.029698912,-0.003443352,0.022238316,-0.026255561,-0.029842386,0.001883083,-0.006241076,-0.032711845,0.008429039,0.019799275,0.015710294,-0.019368855,-0.00882359,-0.007101914,-0.013414727,-0.004698741,0.01477772,-0.015351612,-0.018508019,0.034290049,-0.012984307,0.008859458,-0.010688739,-0.000573892,0.028694602,0.002313502,0.023959992,-0.013199517,-0.004770477,-0.035294361,0.003228143,0.004949819,-0.041033279,-0.015638558,0.02812071,0.009612692,-0.010760476,-0.005057423,0.010043111,-0.035868254,-0.003192274,0.016427658,-0.007711674,0.012051732,-0.013773409,0.034720469,0.00760407,0.009469219,0.012840834,-0.007962752,-0.024677357,0.006348681,-0.01334299,-0.00308467,0.012984307,0.015208139,0.02955544,0.002116227,0.000403518,-0.02195137,-0.015136402,0.002905329,0.008321434,-0.028981548,-0.035294361,-0.024533885,0.002994999,-0.017073289,-0.021664424,0.013414727,0.006384549,-0.024964303,0.018508019,0.002941197,0.01047353,-0.022668736,0.00421452,-0.034433521,0.005380238,-0.018938437,0.017001551,0.019081909,-0.002636316,-0.006456285,0.008644248,0.008859458,0.011190895,-0.00760407,0.006707363,0.007066045,-0.017718917,0.012195205,-0.037589926,-0.001013278,-0.002456975,-0.003658562,0.016499396,-0.00286946,0.002851526,-0.013414727,0.027977237,-0.040459387,-0.000515606,0.017431971,-0.00882359,0.029985858,-0.007532333,-0.01169305,-0.011836523,0.022525262,0.004627005,0.027403345,-0.010688739,-0.011334368,-0.031564061,-0.018221073,0.023959992,-0.016858079,0.045624416,0.017288497,-0.023529572,-0.016786342,0.042181063,0.003748232,-0.017288497,-0.008142093,-0.004268322,0.040172443,-0.019368855,0.006671495,-0.001488532,0.042754956,-0.020229694,-0.028694602,-0.041033279,0.01047353,0.004286256,0.004411795,-0.019081909,0.020803586,0.03672909,-0.008142093,-0.008751853,0.001640973,-0.014347301,-0.038450766,0.000522331,-0.020229694,-0.018508019,0.035581306,0.050789446,0.055093635,-0.021807898,0.038163818,-0.011262631,0.025251249,-0.034290049,0.045050524,0.0067791,-0.02094706,-0.048206929,0.008859458,0.007137782,-0.024677357,0.012769097,0.006025866,-0.035294361,0.009612692,-0.04476358,0.007675806,0.037876874,0.005236765,0.001156751,0.012625624,0.01025832,0.023529572,0.015423348,0.004160717,-0.021664424,-0.017862389,0.015925504,0.041033279,0.023242628,0.019512329,0.037876874,-0.018005863,-0.006635627,0.001981721,0.016571132,0.009540955,0.010114847,0.008715985,0.006599758,0.012410415,0.005236765,-0.014992929,0.03099017,-0.002797724,-0.039885495,0.05825004,0.000159165,0.016140714,0.043041904,-0.000887739,0.008034488,0.024964303,-0.028838074,-0.015638558,0.009182272,-0.033859629,-0.001963787,-0.008070357,-0.009612692,-0.012410415,0.003676496,-0.047633037,0.005236765,0.032711845,0.002439041,0.017073289,-0.011621314,-0.011764786,-0.018651491,0.003927574,0.002456975,-0.019225383,0.018938437,0.046198308,0.019081909,-0.045624416,-0.015423348,0.009182272,0.020086221,0.008393171,-0.003855837,-0.019942747,-0.02094706,0.000883256,0.015064666,-0.010688739,0.011119158,0.015495085,0.014490774,-0.022238316,0.012051732,0.012769097,-0.019081909,-0.005344369,-0.011621314,0.017145025,-0.008249698,-0.005344369,0.022812208,0.002286601,-0.009002931,0.028407656,-0.001865149,-0.013701673,-0.013845146,-0.006492154,0.022812208,-0.030416278,-0.035294361,-0.042754956,-0.016284186,0.007137782,0.002510778,0.008572512,-0.013701673,0.00656389,-0.006671495,0.012697361,-0.022238316,-0.001856182,0.006276944,0.006599758,0.008680117,-0.006133471,0.006958441,-0.023816518,0.008177961,0.009254009,0.003335747,-0.006635627,-0.015853768,0.007532333,-0.048206929,-0.05825004,-0.025394723,-0.031420588,-0.001049146,0.021377478,-0.023816518,-0.046198308,0.026112087,0.0045194,-0.028694602,-0.007747543,-0.024533885,-0.024677357,-0.032281429,0.018794963,-0.032711845,-0.009684428,0.011190895,-0.001380928,0.015279875,-0.025107777,-0.005738921,-0.004340059,-0.002170029,-0.017718917,-0.020373167,0.010186584,-0.009971374,-0.025394723,0.003622693,-0.048493877,0.015638558,-0.036155198,-0.016427658,-0.000600793,0.003281945,0.022094844,-0.009110536,-0.017145025,-0.023242628,-0.014921193,0.023673046,0.02195137,-0.025394723,0.003371616,-0.032998793,-0.000959476,-0.037589926,-0.013271254,-0.04476358,-0.015423348,-0.018651491,-0.049067769,0.033429209,-0.002089326,-0.033716157,-0.000932575,-0.001080531,0.036155198,-0.004106915,0.005272633,-0.02195137,-0.010043111,-0.027403345,-0.035868254,0.006814968,0.039598551,0.037302982,-0.041320227,-0.025394723,-0.025394723,-0.000699431,0.003604759,0.016355922,-0.00799862,-0.006994309,0.035150886,0.020229694,-0.007747543,0.017647181,0.026399033,-0.030416278,-0.011908259,0.026542507,-0.012195205,0.034146577,-0.006169339,-0.008859458,0.0045194,0.019799275,-0.031277116,-0.022812208,0.007066045,0.039885495,0.001264356,-0.026542507,-0.016355922,0.002214865,-0.018938437,-0.02955544,-0.008070357,-0.006420417,-0.001389895,0.002241766,-0.018292809,0.016355922,-0.002134161,0.037302982,0.00180238,-0.013199517,-0.020086221,-0.011621314,0.021377478,-0.005272633,-0.02195137,-0.017216761,0.037876874,0.033142265,0.041607171,-0.011477841,0.031133642,-0.045050524,-0.003981376,-0.025394723,-0.031707536,0.024533885,0.032568373,0.028694602,-0.021090532,-0.019942747,0.054806691,-0.004483532,-0.020086221,-0.01599724,0.018651491,0.020373167,0.000504397,-0.007424728,-0.063702017,-0.014203828,0.030846696,-0.006599758,-0.027259871,-0.024103465,-0.020660114,-0.004985687,0.005559579,-0.034146577,-0.011549577,-0.00173961,0.008321434,0.007030177,-0.015638558};
26     // define filter
27     var yearGtFilter = Builders<EmbeddedMovie>.Filter.Gt("year", 1955);
28     var yearLtFilter = Builders<EmbeddedMovie>.Filter.Lt("year", 1975);
29     // define options 
30     var options = new VectorSearchOptions<EmbeddedMovie>() {
31         Filter = Builders<EmbeddedMovie>.Filter.And(yearGtFilter, yearLtFilter),
32         IndexName = "vector_index",
33         NumberOfCandidates = 150
34     };
35 
36     // run query
37     var results = moviesCollection.Aggregate()
38                 .VectorSearch(m => m.Embedding, vector, 10, options)
39                 .Project(Builders<EmbeddedMovie>.Projection
40                   .Include(m => m.Title)
41                   .Include(movie => movie.Plot)
42                   .Include(movie => movie.Year)
43                   .MetaVectorSearchScore(m => m.Score))
44                 .ToList();
45 
46     // print results
47     foreach (var movie in results)
48       {
49         Console.WriteLine(movie.ToJson());
50       }
51   }
52 }
53 
54 [BsonIgnoreExtraElements]
55 public class EmbeddedMovie
56 {
57     [BsonIgnoreIfDefault]
58     public string Title { get; set; }
59     public string Plot { get; set; }
60     public int Year { get; set; }
61     [BsonElement("plot_embedding_voyage_3_large")]
62     public double[] Embedding { get; set; }
63     public double Score { get; set; }
64 }

1 { "_id" : { "$oid" : "573a1396f29313caabce34d3" }, "plot" : "A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.", "title" : "Chitty Chitty Bang Bang", "year" : 1968, "score" : 0.74897128343582153 }
2 { "_id" : { "$oid" : "573a1396f29313caabce5648" }, "plot" : "A pilot, stranded in the desert, meets a little boy who is a prince on a planet.", "title" : "The Little Prince", "year" : 1974, "score" : 0.73460787534713745 }
3 { "_id" : { "$oid" : "573a1395f29313caabce1b8d" }, "plot" : "In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.", "title" : "In Search of the Castaways", "year" : 1962, "score" : 0.72815901041030884 }
4 { "_id" : { "$oid" : "573a1396f29313caabce43e1" }, "plot" : "An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.", "title" : "Bedknobs and Broomsticks", "year" : 1971, "score" : 0.72034913301467896 }
5 { "_id" : { "$oid" : "573a1396f29313caabce54e6" }, "plot" : "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.", "title" : "Pastoral Hide and Seek", "year" : 1974, "score" : 0.71956634521484375 }
6 { "_id" : { "$oid" : "573a1395f29313caabce143b" }, "plot" : "In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...", "title" : "Peter Pan", "year" : 1960, "score" : 0.71950322389602661 }
7 { "_id" : { "$oid" : "573a1396f29313caabce49bf" }, "plot" : "When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...", "title" : "The Cowboys", "year" : 1972, "score" : 0.71795231103897095 }
8 { "_id" : { "$oid" : "573a1394f29313caabce0951" }, "plot" : "When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.", "title" : "The 7th Voyage of Sinbad", "year" : 1958, "score" : 0.71480333805084229 }
9 { "_id" : { "$oid" : "573a1394f29313caabce000d" }, "plot" : "A red balloon with a life of its own follows a little boy around the streets of Paris.", "title" : "The Red Balloon", "year" : 1956, "score" : 0.71470648050308228 }
10 { "_id" : { "$oid" : "573a1394f29313caabce074d" }, "plot" : "This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...", "title" : "Perri", "year" : 1957, "score" : 0.71208715438842773 }

Dica

Exemplos adicionais de filtro

Excluir o campo _id e inclua somente os campos plot e title nos resultados.
Adicione um campo chamado score que exibe a pontuação da pesquisa vetorial para cada documento nos resultados.

1 package main
2 
3 import (
4 	"context"
5 	"fmt"
6 	"log"
7 
8 	"go.mongodb.org/mongo-driver/v2/bson"
9 	"go.mongodb.org/mongo-driver/v2/mongo"
10 	"go.mongodb.org/mongo-driver/v2/mongo/options"
11 )
12 
13 func main() {
14 	ctx := context.Background()
15 
16 	// Replace the placeholder with your Atlas connection string
17 	const uri = "<connection-string>"
18 
19 	// Connect to your Atlas cluster
20 	clientOptions := options.Client().ApplyURI(uri)
21 	client, err := mongo.Connect(clientOptions)
22 	if err != nil {
23 		log.Fatalf("failed to connect to the server: %v", err)
24 	}
25 	defer func() { _ = client.Disconnect(ctx) }()
26 
27 	// Set the namespace
28 	coll := client.Database("sample_mflix").Collection("embedded_movies")
29 
30 	queryVector := [2048]float64{
31 		-0.034731735,0.008558298,-0.0153717,-0.029912498,0.011549547,0.010261648,-0.011964999,-0.023265276,0.010303194,-0.006896493,-0.00054528,0.003926015,-0.025757983,0.027419789,0.001199616,-0.036227357,-0.005297005,0.021935832,0.010303194,-0.019193852,0.025093261,-0.040049512,-0.033900831,-0.011466458,-0.01827986,-0.0153717,0.023265276,0.007727395,0.000114249,0.005317777,-0.043871664,-0.02127111,-0.019609304,0.016368784,-0.004756918,0.003552109,0.006522586,-0.005400868,-0.015620971,-0.034565553,-0.018695312,-0.023099095,0.050851244,-0.034731735,0.004819236,0.022268193,-0.095719993,0.05517194,-0.046198189,-0.036393538,0.007187308,-0.02459472,-0.036725901,0.009472291,0.019027673,0.020938748,-0.011051006,0.027087428,0.04586583,-0.022600554,-0.05517194,0.044204023,0.01213118,0.047859997,-0.03938479,0.002928932,0.002056484,0.019443123,-0.028583053,0.013543714,0.022932915,0.011632638,0.004923099,0.000389486,0.020024756,-0.024096178,-0.022766734,0.011217186,-0.003198975,0.007104218,-0.047195274,-0.013377533,0.013294443,0.024096178,-0.056501385,-0.026755067,-0.008433662,-0.001911076,0.007976666,-0.008101301,-0.014042255,0.008641388,-0.02176965,0.010012378,-0.000607598,-0.024927082,0.024927082,-0.018612221,-0.001184036,0.005567048,0.001324251,-0.019526213,-0.023597637,0.060489718,-0.010178559,-0.019609304,0.004112968,-0.011217186,-0.031574301,-0.008766023,0.005483958,-0.061819162,-0.023431456,-0.040714234,0.015039339,0.026422706,0.016202603,0.004653055,0.041046593,-0.018030589,0.040381871,-0.002638116,0.013045172,0.004216831,0.005650138,0.027419789,0.003926015,-0.028749233,0.004798463,-0.030244859,0.063813329,0.007145763,-0.017448956,0.025591804,-0.045201108,0.010718645,0.002804297,0.014291527,0.04586583,-0.015205519,-0.021603471,-0.035230275,0.00760276,0.033236109,0.016534964,-0.043206941,-0.003115885,-0.026256526,0.005940954,0.016534964,0.024262359,-0.001630647,0.028084511,-0.012795902,0.007270399,0.001381376,-0.009763107,-0.006896493,0.008433662,-0.019360034,0.000386889,0.030411039,0.025591804,0.010469374,0.037722982,-0.001147684,-0.005400868,0.052845411,-0.052513052,0.00768585,-0.004299921,0.00922302,0.011881908,0.012962082,-0.068798743,0.003593654,0.020938748,-0.013792985,-0.034565553,-0.007519669,-0.04021569,-0.020689478,0.006273315,0.046862911,0.006107135,0.002638116,-0.013792985,-0.005400868,-0.020274026,0.007644305,-0.010801735,0.026422706,0.043871664,0.003780607,0.010261648,-0.064145692,0.011881908,-0.009056839,0.009347656,-0.02459472,0.026422706,0.033236109,0.041212775,0.019027673,-0.00315743,0.004424557,0.020689478,-0.0153717,-0.015205519,-0.034897912,0.020274026,0.016867325,0.040714234,-0.022766734,-0.010967916,0.026256526,0.007062673,-0.015953332,-0.007727395,0.031574301,-0.002887387,-0.00614868,0.004569965,0.019027673,0.012878992,0.011798819,0.004258377,-0.019193852,-0.021437289,-0.021603471,0.000301202,-0.051183607,-0.004985416,-0.030078677,0.012629721,0.065142773,-0.031740483,-0.021104928,-0.03938479,-0.003365156,-0.016036423,0.036393538,0.009804652,-0.018612221,0.060489718,-0.003697517,0.000547876,0.063480966,0.02758597,0.010053922,-0.003655972,-0.001485239,0.018362951,0.021104928,-0.003905243,0.019443123,-0.002658889,-0.00380138,-0.013626805,0.035894997,0.035396457,-0.005691683,0.002762751,0.012878992,-0.009596926,-0.009970833,-0.015953332,0.022434372,0.00614868,-0.021188019,0.001557943,-0.020190936,0.009763107,0.017448956,0.006730312,0.005567048,0.019692395,-0.00218112,-0.016867325,0.006854947,0.007976666,0.019193852,0.040880412,0.007353489,-0.02127111,-0.031906664,-0.026755067,-0.017947499,0.040381871,0.042209856,0.00913993,-0.0307434,-0.017781317,-0.015039339,0.03057722,0.017532047,0.0187784,-0.060822077,0.002928932,-0.026422706,-0.005899409,0.039717149,0.026588887,-0.000971118,0.004923099,-0.013626805,0.0187784,-0.031408124,-0.000695881,0.050851244,-0.014457707,-0.007311944,-0.001293092,-0.002139574,-0.019276943,0.00290816,0.019360034,-0.017781317,0.002160347,0.016618054,-0.006522586,0.011798819,0.029247776,-0.02775215,0.010344739,-0.018362951,-0.036725901,-0.015870241,0.015704062,-0.012463541,0.02459472,-0.024096178,0.001152877,-0.031408124,0.025425622,0.027087428,0.00922302,0.034565553,0.015704062,-0.020689478,-0.00517237,-0.014706978,-0.001589101,0.026090344,0.014956249,0.011715728,0.004299921,-0.00913993,0.022434372,-0.03705826,0.048524719,-0.030411039,0.008433662,0.017033506,-0.000511525,-0.031408124,0.005940954,-0.012962082,-0.031574301,0.017448956,0.010178559,-0.011383367,-0.020107845,-0.005151597,0.006647222,0.013128263,0.007145763,0.008059756,-0.045201108,-0.004943871,0.015787151,-0.045201108,-0.020772567,-0.020274026,0.028250692,-0.024262359,-0.004424557,0.009804652,0.000472576,-0.005691683,0.001443693,-0.013294443,0.001412535,0.013211353,-0.01213118,-0.002118802,0.017781317,-0.007353489,-0.031075761,-0.004923099,0.011383367,-0.004486875,-0.010178559,0.016618054,0.014457707,0.023763817,-0.02459472,-0.00388447,0.012546631,-0.007519669,0.015704062,-0.014291527,0.009680017,-0.035562634,0.023763817,0.053510133,-0.0555043,-0.003572882,0.022102011,0.021603471,-0.017282777,-0.001474852,-0.043539301,0.007810486,-0.025757983,-0.005400868,0.029912498,-0.00760276,0.014125346,0.030909581,-0.03340229,-0.009680017,0.018030589,0.008849114,0.03057722,0.019775484,0.014125346,0.031906664,-0.03057722,-0.027087428,-0.023597637,-0.022434372,-0.012878992,0.016285693,-0.021603471,-0.029746316,0.029746316,0.020357117,0.006314861,-0.001158071,0.028749233,-0.045201108,0.011383367,0.011134096,-0.021437289,-0.035728816,0.001827986,0.008267482,-0.057498466,0.01213118,-0.01213118,-0.040548053,0.010718645,0.004798463,-0.004881553,-0.019526213,-0.008558298,0.0059825,-0.000262254,-0.017615138,0.005193142,0.019692395,-0.00198378,-0.002845842,0.012546631,0.006107135,-0.008225936,-0.008890659,0.015870241,0.00517237,0.002596571,-0.010427829,-0.019110762,0.024262359,0.012048089,-0.032405205,0.006522586,0.013211353,0.013211353,-0.038221523,-0.007727395,-0.008267482,-0.019276943,0.001474852,0.031408124,-0.035562634,0.017532047,-0.023431456,-0.015454791,-0.011383367,0.016534964,-0.02176965,0.008682934,0.027253609,0.020190936,-0.0247609,-0.007311944,0.009555381,-0.01852913,-0.011632638,0.011549547,0.027419789,-0.034067012,-0.01229736,0.0307434,0.003946788,0.0046946,0.037722982,0.03057722,-0.010427829,0.002284982,0.033236109,0.030078677,-0.013377533,0.007395034,-0.012048089,0.040714234,-0.028749233,-0.000102565,-0.0059825,-0.041046593,0.017698228,-0.006356406,0.003178203,0.009056839,0.023099095,0.00606559,0.011881908,-0.02127111,-0.001126912,-0.027087428,0.011134096,0.001204809,-0.017033506,0.011051006,-0.014374617,0.017864408,0.023431456,-0.002077257,-0.026755067,-0.043871664,0.025757983,-0.006190225,0.001152877,0.011798819,-0.024262359,0.006564131,-0.070128188,-0.004362239,0.012962082,-0.013626805,-0.001402148,-0.012214269,0.011217186,-0.015953332,0.015787151,0.011134096,0.027253609,0.024262359,-0.048192356,0.009970833,0.018944582,-0.00517237,0.021935832,0.02775215,0.003406701,-0.010884825,0.075113602,-0.015953332,0.007727395,0.026755067,-0.006190225,-0.012712811,0.013377533,0.005940954,-0.008309027,0.02459472,0.002316141,-0.022434372,-0.012712811,0.03057722,-0.015787151,0.026755067,-0.001069787,0.03988333,-0.003697517,0.039550968,-0.019027673,-0.0059825,-0.00031029,-0.012546631,-0.003614427,0.007478124,0.005525503,0.032571387,-0.011798819,-0.011466458,-0.00606559,-0.011798819,0.018446039,0.007976666,0.018944582,-0.02176965,0.026588887,-0.006273315,-0.012463541,-0.007395034,0.012048089,-0.029247776,0.015454791,-0.007145763,0.006481041,-0.015620971,-0.00388447,-0.025757983,-0.001651419,-0.032903746,-0.005068507,0.03938479,0.003926015,0.004715373,0.022600554,-0.012546631,0.022932915,0.007810486,0.040714234,0.019941665,0.013543714,0.003406701,0.010884825,-0.03988333,0.042209856,-0.022766734,0.027419789,-0.029580137,0.043206941,0.022932915,0.021104928,-0.056833744,0.005193142,0.036061179,-0.012878992,0.008516753,-0.02758597,-0.030244859,-0.011798819,0.001111332,-0.014125346,-0.014125346,0.019027673,0.029081594,0.018861491,0.013626805,0.06846638,0.023099095,0.041378956,0.001599488,-0.028749233,0.017781317,0.016285693,0.021603471,-0.018113678,0.011300277,-0.032239024,0.022434372,-0.02459472,-0.013626805,0.005483958,0.013460624,-0.031574301,-0.015620971,0.016451873,0.014790068,-0.008849114,0.011134096,0.00461151,0.015122429,0.036227357,0.00206687,0.000877641,0.022102011,-0.028250692,0.022600554,-0.026422706,0.004029878,-0.032072846,0.017116595,0.010884825,0.019609304,0.00614868,0.005733229,0.016119512,0.002866614,-0.014540797,0.012463541,-0.003905243,0.003759835,-0.000485559,-0.022766734,-0.016285693,0.037722982,0.009513836,0.001506011,0.011964999,0.004029878,0.019941665,-0.000965924,0.002129188,0.015205519,0.071125269,0.022932915,0.005940954,-0.00044661,0.010220103,-0.03423319,-0.016285693,-0.016867325,-0.000659529,-0.008018211,-0.011383367,0.000016634,0.004071423,-0.029413955,0.019941665,-0.00913993,-0.024096178,0.010635555,0.010594009,0.001547556,0.036227357,-0.030078677,0.020772567,0.022268193,-0.014125346,0.008766023,-0.012962082,-0.007187308,0.017033506,-0.007187308,-0.015205519,-0.005608593,0.044536386,-0.001235968,0.007852031,0.001599488,0.005857864,-0.005940954,-0.010510919,-0.005567048,0.006730312,0.016285693,-0.010801735,-0.024428539,0.015122429,-0.02176965,0.01528861,-0.007436579,0.00226421,-0.004715373,0.004507647,0.004341467,0.005525503,-0.031075761,-0.005899409,0.037556801,0.014873158,-0.000342747,0.009970833,-0.019443123,0.023597637,-0.012048089,-0.025259443,0.006024044,-0.01827986,0.010012378,0.016784234,0.013211353,-0.005400868,-0.024428539,-0.02176965,-0.035230275,0.009347656,0.028583053,-0.015704062,-0.017781317,0.00226421,0.001199616,-0.003385928,0.008267482,0.002326528,0.022434372,-0.020190936,-0.015787151,0.000789358,0.031241942,0.011300277,0.001506011,-0.023265276,-0.010967916,0.009056839,0.011300277,-0.030244859,0.007478124,0.001111332,-0.035894997,0.0153717,0.002700434,0.021104928,0.010884825,-0.003344383,0.00768585,0.010386284,0.00452842,-0.014706978,0.028084511,0.013377533,0.014873158,0.046862911,-0.015454791,0.021188019,0.013959166,0.012629721,0.025924165,-0.018695312,-0.00922302,-0.0093892,0.007727395,0.036892079,0.007228854,-0.01229736,0.029247776,-0.004943871,-0.027253609,-0.008433662,0.043206941,0.002825069,0.028583053,-0.023431456,0.034897912,-0.041545134,-0.016534964,0.003053567,-0.012712811,0.002741979,-0.007187308,-0.025093261,-0.045201108,-0.004424557,-0.016618054,-0.008890659,0.008018211,-0.05184833,-0.019526213,-0.013377533,-0.010469374,0.030244859,-0.005068507,0.051183607,0.005483958,-0.006024044,0.035064094,-0.011134096,0.014956249,0.002284982,0.001724123,-0.01229736,0.012629721,0.010261648,0.014540797,0.048857078,-0.029580137,-0.024927082,-0.008350573,-0.03988333,0.000939959,0.013543714,0.013626805,-0.021437289,-0.012962082,0.006771857,0.013709894,-0.0059825,0.035396457,-0.006439496,-0.029580137,0.0046946,0.019609304,-0.007270399,0.014291527,-0.015620971,0.00118923,-0.00760276,-0.017199686,0.023265276,0.026588887,-0.030078677,-0.016701145,-0.025757983,0.004964644,0.026588887,0.043206941,0.011051006,-0.009846197,0.028915415,0.031574301,0.023763817,0.009264565,-0.008433662,-0.035064094,-0.000579035,-0.0247609,0.014125346,0.016618054,0.028749233,-0.052513052,-0.016867325,-0.01238045,0.002741979,0.013709894,0.010718645,0.013626805,0.009596926,-0.004403784,-0.02758597,-0.000945152,0.000420645,0.003759835,0.012546631,-0.011881908,0.008392117,0.012795902,0.005483958,-0.009763107,0.006397951,-0.010801735,0.012795902,-0.03938479,0.005733229,0.005733229,-0.000433627,0.015454791,0.002357686,-0.006564131,0.030244859,-0.024428539,0.016036423,0.014291527,-0.004964644,0.029413955,0.040381871,0.012629721,-0.033568468,-0.026422706,-0.037889164,-0.034399372,-0.03423319,0.021935832,0.004133741,-0.014623888,-0.013543714,-0.05517194,0.004736145,0.006314861,0.00006037,0.006356406,0.003323611,-0.010344739,0.007062673,0.005899409,-0.00623177,-0.001973394,-0.0555043,0.011881908,0.001350217,-0.033069927,-0.026921248,0.022268193,0.028583053,-0.021021837,0.010884825,0.019692395,-0.005442413,0.031574301,-0.014956249,0.01238045,-0.006356406,0.006273315,-0.003095113,-0.014540797,-0.02176965,0.005006189,-0.002658889,0.042542219,-0.02176965,0.017199686,-0.016701145,-0.001599488,0.016950415,-0.021188019,0.017864408,0.023763817,-0.000669915,0.025093261,0.021104928,0.008807569,0.037390623,-0.025591804,-0.003178203,-0.001319058,0.020523297,0.005255459,0.019276943,-0.00226421,0.00760276,-0.057166107,-0.006896493,-0.034067012,0.043871664,0.038221523,0.008101301,0.03988333,0.015870241,0.000955538,-0.004299921,-0.002928932,-0.002118802,-0.020523297,-0.001168457,-0.011134096,-0.000685495,0.003323611,0.011549547,0.034565553,0.029247776,-0.029746316,0.005213914,0.019110762,-0.003302838,0.026422706,0.028915415,-0.036227357,0.033236109,0.038387705,-0.035230275,0.004071423,-0.021935832,0.002928932,0.000976311,0.000527104,-0.006854947,-0.003822153,-0.001199616,0.019858574,-0.002762751,0.039052427,-0.008641388,0.032239024,-0.002295369,0.035396457,0.044536386,-0.029413955,0.025093261,-0.03423319,-0.016867325,-0.008849114,0.008433662,-0.004486875,0.017033506,0.006730312,-0.008599843,-0.008225936,-0.024428539,0.006564131,-0.007561215,-0.032072846,-0.019941665,0.035396457,0.019276943,0.010261648,0.005857864,0.032239024,-0.044204023,-0.018944582,0.002409618,0.032903746,0.05517194,-0.03655972,0.007976666,0.030909581,-0.023929998,0.016368784,0.01528861,-0.00768585,0.02176965,0.013626805,-0.02459472,0.04021569,-0.032737568,0.006854947,-0.011383367,0.014873158,-0.02176965,0.00243039,0.0093892,0.0093892,-0.029580137,0.019858574,0.01827986,0.024428539,0.017864408,-0.028250692,-0.001111332,0.056169022,0.007478124,-0.010718645,0.041046593,-0.015704062,0.034731735,0.002523867,-0.032571387,0.004341467,-0.023597637,-0.011881908,-0.035562634,0.006688767,0.007810486,-0.012712811,0.022600554,0.03057722,0.022600554,0.010552464,0.0307434,-0.009638472,0.02176965,-0.018030589,0.024262359,-0.036227357,-0.020772567,0.001641033,-0.022932915,-0.014623888,0.018362951,0.002575798,0.006190225,-0.011051006,0.021021837,0.019110762,0.02127111,-0.028583053,-0.052180689,-0.014291527,-0.010552464,0.036393538,0.042542219,-0.04586583,-0.001869531,0.008350573,-0.008516753,-0.020772567,0.000294711,0.015704062,-0.014457707,-0.020772567,0.008766023,-0.026588887,-0.004736145,-0.028084511,-0.007519669,0.010552464,-0.016534964,0.006190225,0.012962082,-0.016618054,0.012546631,0.02459472,0.022932915,0.020440206,-0.027918331,-0.008059756,0.020689478,-0.014623888,-0.011466458,-0.006896493,-0.020024756,-0.031408124,0.021603471,0.007270399,-0.03057722,0.008350573,-0.021437289,0.00072704,-0.043871664,0.006314861,-0.017199686,0.02176965,0.024262359,-0.020357117,-0.000542683,-0.005213914,0.001963008,-0.00064395,-0.022434372,0.022102011,-0.006688767,-0.028583053,0.002191506,-0.005047734,0.002368073,0.014956249,0.023929998,-0.003302838,-0.032239024,0.022268193,-0.013377533,-0.010801735,0.003676744,0.009015295,-0.039550968,0.010884825,-0.033568468,0.013709894,-0.029413955,-0.006356406,-0.020274026,0.023597637,0.030909581,0.02176965,0.016285693,0.045533467,-0.024096178,-0.030909581,-0.026422706,0.002783524,-0.010594009,0.004362239,-0.070792913,0.009472291,-0.022102011,0.011134096,-0.017448956,-0.011549547,-0.056833744,0.00082571,0.026588887,-0.013709894,0.002575798,0.02176965,-0.000568649,-0.007270399,0.004279149,-0.042874578,-0.026588887,0.016784234,0.036725901,-0.028915415,-0.009513836,0.017448956,0.002035712,-0.007228854,0.011383367,0.011134096,0.028915415,0.0153717,-0.027087428,0.043871664,-0.005089279,0.006314861,0.014291527,-0.003240521,0.025924165,-0.001230775,-0.015454791,-0.012629721,0.031740483,-0.039717149,-0.031075761,0.006605676,-0.008641388,-0.032239024,0.037722982,-0.03705826,-0.024096178,0.001911076,0.018196769,-0.007353489,-0.011300277,-0.029081594,0.004590738,-0.018030589,-0.026588887,0.010261648,0.038221523,0.008392117,-0.01213118,0.018362951,-0.034731735,-0.017781317,-0.011632638,0.005255459,0.000851675,0.014208436,-0.000039922,-0.000228498,0.014790068,0.00913993,0.0004544,-0.011798819,-0.020440206,0.005899409,0.008350573,0.006314861,0.040548053,0.003427474,-0.010801735,0.008599843,0.002586185,-0.041212775,-0.016368784,0.020024756,0.000965924,-0.021021837,-0.008475208,0.0307434,0.00760276,0.003614427,0.003489791,-0.025924165,0.000799744,0.013460624,-0.020440206,0.048857078,0.004320694,-0.048857078,0.015039339,-0.029580137,0.025924165,0.018861491,-0.014706978,0.000576439,-0.031241942,0.0307434,0.0153717,0.014706978,0.028084511,-0.01238045,-0.031241942,0.018196769,-0.034897912,0.008142847,0.010718645,0.00922302,0.047859997,-0.00072704,-0.010427829,0.007104218,0.026256526,0.012214269,-0.013377533,-0.05184833,0.005276232,0.021935832,-0.007021128,0.009804652,0.007893575,0.024096178,-0.002357686,0.033900831,-0.031740483,0.034565553,-0.036892079,-0.015454791,0.030411039,0.010552464,-0.022268193,-0.001391762,-0.008184392,-0.008558298,0.008475208,-0.009929287,0.010427829,0.041378956,-0.009555381,-0.008724478,-0.039052427,0.034731735,-0.014291527,0.023099095,0.029081594,0.007519669,0.010967916,-0.008142847,0.006190225,-0.031075761,0.033734649,-0.001672192,0.047859997,-0.022434372,-0.007395034,0.01213118,0.056169022,0.002762751,-0.029413955,-0.000763392,-0.015787151,0.010801735,0.008142847,0.029912498,-0.0018176,0.033236109,-0.046198189,-0.002492708,-0.006730312,0.008807569,-0.03655972,0.009430746,-0.053842496,-0.060489718,0.046862911,0.002783524,-0.0187784,0.000571246,0.00760276,0.002482322,0.001319058,-0.014291527,0.001464466,-0.011632638,-0.012463541,-0.004902326,0.000841289,0.006688767,0.030244859,0.018944582,0.000532297,-0.015620971,0.007104218,0.005608593,0.002035712,-0.023763817,0.003032795,0.010594009,-0.023597637,-0.042376038,-0.005255459,0.001199616,-0.0247609,-0.007893575,-0.011632638,0.013045172,-0.005691683,-0.007104218,0.027419789,-0.004320694,-0.005525503,-0.026090344,0.031408124,-0.012795902,-0.007062673,0.000939959,0.000030185,0.004175286,0.014291527,0.033236109,-0.038720068,0.074116521,-0.019692395,0.001589101,0.013792985,-0.056169022,-0.028749233,-0.001599488,0.004175286,0.014790068,0.00162026,-0.007519669,-0.041378956,0.016534964,-0.003572882,-0.002575798,-0.019526213,-0.00922302,-0.033900831,-0.042043675,-0.014208436,0.010178559,0.017698228,0.032239024,0.00913993,0.009264565,-0.012463541,-0.005857864,-0.015870241,0.004486875,0.018861491,-0.000176567,-0.029912498,0.016784234,0.012546631,0.051183607,0.023597637,0.032903746,0.0153717,-0.013377533,-0.000016634,-0.061486799,-0.034565553,0.016119512,0.00380138,-0.003863698,0.004362239,-0.017532047,-0.002762751,0.000102565,-0.021437289,0.029247776,-0.010718645,-0.015870241,-0.016285693,0.010220103,-0.000373906,0.012962082,0.010137013,-0.007228854,0.02127111,-0.029247776,0.018113678,0.009181475,0.002233051,0.014374617,-0.00396756,0.010801735,0.007644305,0.020855658,0.014790068,0.032737568,-0.037390623,0.003032795,0.010801735,-0.01553788,-0.014790068,0.019526213,-0.017947499,-0.007893575,-0.011964999,-0.00614868,-0.005857864,-0.032072846,-0.025924165,0.001163264,-0.013294443,-0.01553788,0.016701145,-0.013460624,-0.001111332,0.00760276,0.01553788,-0.033734649,0.048192356,-0.003282066,0.031906664,0.002845842,0.003240521,0.017116595,-0.01827986,0.006896493,-0.00760276,-0.009680017,-0.02459472,-0.020689478,-0.053510133,0.00614868,-0.010552464,-0.032405205,-0.0307434,0.025093261,0.003635199,-0.008101301,-0.00606559,-0.007436579,0.00606559,-0.012962082,0.026921248,0.009098385,0.046530552,-0.011632638,0.032571387,-0.033900831,0.009846197,0.002866614,0.032903746,0.008973749,0.012712811,0.040049512,0.013626805,-0.026256526,-0.031408124,0.036227357,0.011964999,-0.006024044,-0.001848759,0.015704062,-0.021188019,-0.035064094,-0.013377533,-0.009721561,-0.01553788,0.008766023,0.005400868,0.004507647,-0.018362951,-0.026588887,-0.00913993,-0.025591804,0.035894997,0.021935832,-0.031906664,-0.000602404,0.026422706,-0.006397951,0.006647222,0.0093892,0.020606387,0.00913993,0.015620971,-0.024096178,0.00063616,-0.006564131,0.01238045,-0.013709894,0.000563456,-0.009887742,0.016618054,-0.003323611,0.000451803,0.001609874,0.008682934,0.025259443,0.020024756,-0.027253609,0.010884825,0.028250692,-0.054839578,0.033568468,-0.004902326,0.003053567,0.020274026,-0.015704062,-0.00614868,-0.063813329,0.002482322,0.009763107,-0.001609874,-0.012214269,0.020107845,0.001921462,0.018695312,-0.004923099,0.007270399,-0.023763817,0.005234687,0.003406701,0.002565412,0.007104218,0.000841289,0.016202603,0.01827986,-0.031075761,-0.035562634,-0.025259443,-0.007021128,0.000641353,-0.033069927,0.010718645,0.005650138,0.024927082,-0.002658889,0.00380138,0.009929287,-0.004258377,-0.039717149,-0.022434372,0.025425622,0.00198378,0.006356406,0.017615138,-0.032072846,0.046862911,-0.026921248,0.005940954,0.021603471,-0.002253824,0.002825069,-0.030411039,-0.003115885,0.023597637,-0.004320694,-0.007852031,0.018030589,-0.008724478,-0.005733229,0.032903746,0.013876075,0.015454791,-0.023597637,0.005151597,-0.035396457,0.02176965,-0.012463541,0.025591804,0.014540797,-0.027918331,0.004154514,0.008724478,0.016036423,-0.015870241,0.005400868,-0.017365867,-0.044868745,-0.000485559,0.020357117,-0.00760276,-0.023265276,-0.012048089,0.008433662,0.018362951,-0.006979583,0.0307434,0.008392117,0.027087428,-0.019360034,0.016119512,0.02127111,0.010801735,0.00299125,0.002949705,0.012463541,-0.000025966,0.015953332,0.029413955,0.020024756,0.003780607,0.022102011,-0.031740483,0.01553788,0.010386284,0.028749233,-0.010884825,0.008682934,-0.003531337,-0.05517194,-0.019360034,-0.009347656,-0.002025325,0.003261293,-0.025425622,-0.01553788,-0.000251867,0.014291527,0.012546631,0.035728816,-0.007062673,-0.006605676,0.000384293,-0.005047734,-0.032571387,-0.021188019,-0.02127111,-0.016036423,0.008475208,-0.004009106,0.014291527,-0.008101301,0.004424557,-0.038221523,-0.019360034,0.015039339,-0.015454791,-0.029580137,0.035728816,0.004466102,-0.000778971,-0.005068507,-0.017781317,0.00477769,0.001838372,0.030244859,0.01213118,-0.022932915,-0.005359322,0.037390623,0.005899409,0.002046098,0.037889164,0.016701145,0.010303194,0.02127111,-0.009513836,-0.022268193,-0.005650138,-0.00388447,0.016534964,-0.023265276,-0.00054528,0.004819236,0.004715373,-0.001178843,-0.051183607,-0.00614868,-0.010552464,-0.002741979,-0.009181475,0.023597637,0.019193852,0.017199686,-0.036393538,-0.00243039,-0.015870241,-0.014706978,-0.00145408,0.016368784,-0.011632638,-0.014623888,-0.01229736,-0.01553788,0.040880412,0.023929998,-0.014623888,0.002648502,0.031906664,-0.033734649,-0.026755067,0.002783524,0.005359322,0.009970833,0.001412535,0.016950415,0.016285693,-0.006730312,-0.02459472,0.050851244,-0.001827986,-0.020855658,0.020938748,0.004071423,-0.021603471,-0.007852031,-0.023929998,-0.029912498,-0.003365156,0.017365867,-0.010427829,-0.011715728,0.014956249,0.011383367,0.032405205,-0.028583053,-0.017448956,0.018446039,0.017615138,0.035728816,-0.010095468,-0.00254464,0.010012378,0.028250692,-0.020855658,-0.002305755,-0.001002276,-0.014125346,-0.007021128,-0.028583053,-0.045533467,-0.02758597,-0.020440206,0.001350217,0.010053922,0.020689478,-0.017615138,0.026422706,0.040880412,0.012463541,-0.010718645,-0.014706978,0.068134025,0.038720068,0.047859997,-0.012546631,0.015704062,-0.002087643,-0.010303194,0.014790068,0.018612221,0.007395034,-0.014790068,-0.017864408,-0.005068507,-0.054507218,0.004902326,-0.004050651,0.021603471,0.019775484,-0.024262359,-0.012795902,0.021935832,-0.004009106,-0.039717149,0.037556801,-0.016701145,-0.025757983,0.005483958,-0.005110051,-0.021935832,-0.003406701,0.010594009,0.015787151,-0.049854163,0.007727395,-0.008392117,-0.017199686,0.009970833,-0.008849114,-0.013876075,-0.0059825,-0.015870241,-0.007104218,0.028250692,-0.029081594,0.026921248,0.00299125,-0.017781317,0.042542219,0.018196769,0.052845411,-0.004819236,-0.014125346,0.02459472,-0.011715728,0.015787151,-0.005774774,0.004902326,-0.004964644,-0.02758597,-0.013959166,-0.033568468,-0.027918331,-0.017698228,0.003489791,-0.020024756,-0.021603471,0.019360034,0.028084511,-0.002503094,-0.018861491,-0.002295369,0.050851244,-0.020689478,-0.000459593,-0.026090344,0.002783524,-0.005899409,-0.026921248,-0.0093892,-0.004112968,0.031574301,0.003926015,-0.032903746,-0.046198189,-0.019027673,-0.00913993,0.030411039,-0.019443123,0.001963008,-0.005193142,0.010884825,-0.02127111,-0.025259443,0.032737568,0.00089322,0.003282066,0.001713737,-0.006439496,0.016867325,-0.031574301,0.031075761,-0.009970833,0.022600554,-0.023597637,-0.014956249,0.004009106,0.00198378,0.026588887,-0.023431456,-0.023763817,-0.013294443,-0.029746316,0.001381376,-0.042874578,-0.00913993,0.014873158,0.016202603,0.012878992,-0.006024044,0.009638472,0.010552464,-0.017033506,-0.027087428,0.044536386,-0.038055345,0.001329444,-0.019609304,0.023597637,-0.043206941,0.040049512,0.017615138,0.046862911,0.02127111,0.013294443,-0.039550968,-0.018861491,-0.019609304,-0.033734649,0.00623177,-0.017199686,0.041212775,-0.017781317,-0.024262359,0.054507218,-0.009721561,0.005816319,-0.00206687,-0.008766023,0.017365867,-0.000737426,0.018362951,-0.023597637,-0.019110762,0.021935832,0.041545134,-0.020357117,-0.017615138,0.044868745,-0.018030589,-0.032405205,-0.050186522,-0.014540797,0.005213914,-0.006688767,0.047527634,0.040714234,
32 	}
33 
34 	vectorSearchStage := bson.D{
35 		{"$vectorSearch", bson.D{
36 			{"index", "vector_index"},
37 			{"path", "plot_embedding_voyage_3_large"},
38 			{"queryVector", queryVector},
39 			{"numCandidates", 150},
40 			{"limit", 10},
41 		}}}
42 
43 	projectStage := bson.D{
44 		{"$project", bson.D{
45 			{"_id", 0},
46 			{"plot", 1},
47 			{"title", 1},
48 			{"score", bson.D{{"$meta", "vectorSearchScore"}}},
49 		}}}
50 
51 	cursor, err := coll.Aggregate(ctx, mongo.Pipeline{vectorSearchStage, projectStage})
52 	if err != nil {
53 		log.Fatalf("failed to retrieve data from the server: %v", err)
54 	}
55 	// Display the results
56 	type ProjectedMovieResult struct {
57 		Title string  `bson:"title"`
58 		Plot  string  `bson:"plot"`
59 		Score float64 `bson:"score"`
60 	}
61 
62 	var results []ProjectedMovieResult
63 	if err = cursor.All(ctx, &results); err != nil {
64 		log.Fatalf("failed to unmarshal retrieved docs to ProjectedMovieResult objects: %v", err)
65 	}
66 	for _, result := range results {
67 		fmt.Printf("Title: %v \nPlot: %v \nScore: %v \n\n", result.Title, result.Plot, result.Score)
68 	}
69 }

1 Title: About Time 
2 Plot: At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think. 
3 Score: 0.7710106372833252 
4 
5 Title: Retroactive 
6 Plot: A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband. 
7 Score: 0.760047972202301 
8 
9 Title: A.P.E.X. 
10 Plot: A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a... 
11 Score: 0.7576861381530762 
12 
13 Title: Timecop 
14 Plot: An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past. 
15 Score: 0.7576561570167542 
16 
17 Title: Back to the Future Part II 
18 Plot: After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip. 
19 Score: 0.7521393895149231 
20 
21 Title: Thrill Seekers 
22 Plot: A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters. 
23 Score: 0.7509932518005371 
24 
25 Title: Timerider: The Adventure of Lyle Swann 
26 Plot: Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ... 
27 Score: 0.7502642869949341 
28 
29 Title: The Time Machine 
30 Plot: Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races. 
31 Score: 0.7502503395080566 
32 
33 Title: The Time Traveler's Wife 
34 Plot: A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage. 
35 Score: 0.749496340751648 
36 
37 Title: The Final Countdown 
38 Plot: A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor. 
39 Score: 0.7469133734703064

Exclua o campo _id e inclua apenas os campos plot, title e year nos resultados.
Adicione um campo denominado score que mostra a pontuação do Atlas Vector Search dos documentos nos resultados.

1 package main
2 
3 import (
4 	"context"
5 	"fmt"
6 	"log"
7 
8 	"go.mongodb.org/mongo-driver/v2/bson"
9 	"go.mongodb.org/mongo-driver/v2/mongo"
10 	"go.mongodb.org/mongo-driver/v2/mongo/options"
11 )
12 
13 func main() {
14 	ctx := context.Background()
15 
16 	// Replace the placeholder with your Atlas connection string
17 	const uri = "<connection-string>"
18 
19 	// Connect to your Atlas cluster
20 	clientOptions := options.Client().ApplyURI(uri)
21 	client, err := mongo.Connect(clientOptions)
22 	if err != nil {
23 		log.Fatalf("failed to connect to the server: %v", err)
24 	}
25 	defer func() { _ = client.Disconnect(ctx) }()
26 
27 	// Set the namespace
28 	coll := client.Database("sample_mflix").Collection("embedded_movies")
29 
30 	queryVector := [2048]float64{
31 		-0.021090532,-0.026399033,-0.024103465,-0.025538195,-0.000549233,0.011836523,-0.013199517,-0.003766167,-0.005165028,-0.02238179,0.037876874,0.010617003,0.010903949,-0.001354026,0.006850836,-0.018005863,-0.02195137,0.019512329,-0.041894119,-0.008357302,0.027546817,-0.025251249,0.004340059,-0.02195137,-0.003748232,-0.006205208,0.021377478,0.008931194,-0.00173961,-0.009827901,-0.016642869,-0.033572685,-0.026399033,0.015208139,0.010114847,-0.0233861,-0.011406104,-0.033142265,-0.008895326,-0.014347301,-0.019081909,-0.049067769,0.034433521,-0.023673046,0.004160717,-0.01334299,-0.06714537,0.032568373,-0.022525262,-0.024677357,0.011334368,0.027403345,0.026399033,-0.016786342,-0.015925504,0.013916882,-0.005487842,-0.0233861,0.026542507,-0.052798066,-0.025681669,-0.025394723,0.014203828,0.014921193,-0.031564061,0.010760476,0.010688739,0.013916882,-0.037876874,0.039598551,-0.000816003,0.003766167,-0.001694775,0.026972925,-0.009469219,0.015351612,-0.007245387,0.028981548,-0.035724778,0.010688739,0.001228488,0.004106915,-0.024677357,0.028551128,-0.033716157,-0.013486463,0.018292809,-0.018221073,0.009612692,-0.003622693,-0.001138817,-0.021234006,-0.045624416,0.020803586,0.007675806,-0.009612692,-0.021664424,-0.026685979,-0.025968615,0.001775478,-0.007496465,0.02051664,-0.054519743,0.018221073,0.014132091,-0.009684428,-0.025825141,-0.014921193,-0.057389203,-0.020660114,-0.028264182,-0.008931194,-0.019942747,-0.003228143,-0.014419037,0.021234006,-0.004573202,0.007317123,0.018651491,-0.016571132,-0.036155198,-0.032855317,0.000726332,-0.031851009,0.018938437,0.021234006,-0.048206929,0.017934127,-0.013414727,-0.009469219,0.064849801,0.006348681,-0.039024659,0.021377478,-0.022668736,-0.026829453,-0.019081909,0.027977237,-0.004627005,-0.038450766,0.004465597,-0.041894119,0.008213829,0.03055975,0.052224174,-0.00277979,-0.032137953,-0.013629936,0.022094844,-0.005918262,0.020660114,0.010617003,-0.020373167,-0.001614071,0.021090532,-0.005523711,0.004878082,-0.021090532,0.029698912,0.000726332,0.003371616,-0.022238316,0.008715985,0.038737711,0.013486463,-0.008536644,0.040172443,0.017503707,-0.028838074,0.061693393,-0.003066736,0.008285566,-0.034576993,0.01578203,-0.02238179,0.015925504,0.066571474,-0.038737711,-0.050215553,0.009325746,-0.010903949,-0.041607171,-0.006384549,0.026972925,-0.000119374,-0.003066736,-0.024103465,0.005093292,0.028981548,0.026829453,-0.001703742,0.043041904,0.010186584,0.010688739,0.004357993,-0.016571132,-0.010545266,-0.033142265,-0.005559579,-0.000365408,-0.00717365,0.019655801,0.047633037,0.044476632,0.01456251,-0.002977065,0.025681669,-0.015423348,-0.02051664,-0.019512329,0.014705983,0.002977065,0.03055975,-0.014347301,0.024390411,0.005882393,-0.012195205,0.004071047,-0.028694602,0.031277116,-0.010114847,0.005272633,0.017934127,0.037589926,-0.046198308,-0.02195137,-0.037876874,0.021234006,-0.034720469,-0.018005863,0.03055975,-0.015495085,-0.035150886,0.004178651,0.005882393,0.075753748,0.00595413,-0.083214343,-0.016284186,0.022238316,-0.032998793,-0.00491395,-0.009254009,-0.007819279,0.046198308,-0.008464907,0.014634247,0.031707536,-0.00317434,-0.026255561,-0.010617003,-0.033285737,0.020086221,-0.016858079,-0.012195205,-0.041894119,0.000721849,0.038163818,0.02238179,0.011406104,0.010330057,0.032137953,-0.01047353,0.039311603,-0.01291257,-0.03099017,-0.018938437,-0.013271254,-0.001820314,-0.005380238,0.003299879,-0.024533885,-0.001093982,0.012123469,-0.005236765,0.014132091,-0.018221073,0.013629936,0.022238316,-0.00317434,0.034003101,0.019081909,0.008034488,-0.02912502,0.026542507,-0.011334368,-0.077475421,0.038163818,-0.003568891,0.019081909,0.019512329,0.002385239,-0.032568373,-0.020373167,0.038737711,-0.013773409,0.01621245,-0.028407656,-0.021090532,-0.004411795,-0.013916882,-0.001533368,0.004322124,-0.024820831,0.004627005,-0.004591136,0.014849456,-0.014275564,-0.020229694,0.0233861,0.015566821,0.022525262,-0.024390411,-0.028694602,0.001766511,-0.036011726,0.006456285,-0.011262631,0.005523711,0.012266942,-0.019225383,-0.015423348,0.011836523,-0.011334368,-0.009827901,-0.011119158,0.007030177,0.00277979,0.004537334,-0.016571132,0.013127781,-0.013701673,-0.016571132,0.002941197,0.000959476,-0.004483532,0.010760476,0.043041904,-0.032568373,-0.015423348,0.006169339,-0.02094706,-0.050215553,0.012769097,0.015495085,0.001318158,0.00164994,-0.045337472,0.001533368,0.005595447,0.039311603,-0.030703224,0.023242628,-0.008787721,-0.021234006,-0.021234006,-0.001524401,0.007281255,0.01334299,0.00164994,-0.005451974,-0.011047422,-0.021234006,-0.033572685,-0.015423348,-0.005236765,0.025681669,-0.02051664,-0.024103465,-0.021377478,-0.00738886,-0.031707536,0.017790653,-0.026829453,0.007783411,-0.003335747,0.024677357,0.006384549,0.035724778,-0.004017244,-0.018651491,-0.014060355,-0.029842386,-0.012553888,0.006994309,-0.00317434,0.018292809,0.019942747,-0.01169305,0.002456975,0.010330057,-0.031707536,0.00799862,-0.019655801,-0.006205208,-0.012769097,-0.035294361,0.026112087,-0.004483532,0.02094706,0.019081909,0.001676841,-0.040746335,-0.004035179,-0.014992929,0.004375927,-0.049928606,-0.02051664,0.004268322,0.015351612,-0.037016038,-0.001452664,-0.021234006,-0.005738921,-0.051650282,-0.008285566,0.012840834,-0.015925504,0.018794963,-0.001228488,-0.035868254,-0.00347922,-0.003264011,0.002528712,0.01477772,-0.010545266,0.018221073,0.018149335,-0.028838074,-0.012984307,-0.037302982,-0.041607171,-0.043328848,-0.019799275,-0.019225383,-0.011047422,0.011908259,0.021664424,-0.012553888,0.004662873,0.005451974,-0.024533885,0.0067791,0.022812208,-0.037589926,-0.031564061,0.007101914,-0.00760407,-0.025107777,0.015566821,0.020803586,-0.033572685,0.062841177,0.034146577,-0.007532333,-0.001865149,-0.023673046,0.032424901,0.018508019,-0.005703052,-0.015853768,0.019655801,0.042181063,0.006671495,-0.004573202,0.024390411,0.009756165,-0.00029143,0.000107605,0.032711845,-0.005523711,-0.015566821,0.009110536,0.017216761,0.006241076,-0.003945508,0.007783411,0.024246939,0.048206929,0.00277979,-0.002367305,-0.05107639,-0.016284186,-0.016929815,0.016858079,0.000703914,-0.021234006,0.021234006,-0.014634247,0.001389895,0.008321434,-0.016499396,0.014921193,0.025394723,0.035437834,0.013486463,-0.022668736,-0.012338678,-0.034003101,-0.005559579,-0.008106225,0.023959992,-0.019368855,0.024533885,-0.000600793,0.009756165,-0.001936886,-0.014490774,0.018077599,0.004447663,0.011262631,-0.003658562,0.043328848,-0.018938437,0.00799862,-0.018221073,0.041320227,0.000363166,-0.003730298,0.002851526,-0.024103465,0.003515089,-0.0135582,-0.003497155,-0.006814968,0.014060355,0.027116399,-0.003192274,0.011406104,0.042468011,-0.036442146,-0.007245387,0.032424901,-0.038737711,0.008680117,-0.035581306,0.027546817,0.021664424,-0.000757717,-0.022238316,0.018221073,-0.006205208,0.005093292,0.001264356,-0.002116227,0.001098465,0.017431971,-0.042181063,0.010760476,0.033285737,0.002708053,-0.007352991,-0.009827901,-0.031994481,-0.020803586,0.009971374,-0.014849456,-0.003658562,0.024964303,-0.001793413,0.021090532,0.01578203,0.012984307,0.006922573,-0.032711845,-0.013701673,0.00390964,0.017503707,-0.015351612,0.006922573,0.028694602,0.012266942,-0.027259871,0.007675806,-0.002295568,-0.020086221,0.00595413,-0.027833764,0.001551302,0.008644248,-0.002187963,0.00040576,0.024964303,0.013916882,-0.015925504,0.014347301,-0.011549577,0.018938437,-0.032424901,0.003730298,0.003281945,0.032998793,0.005595447,0.025681669,0.011047422,0.026399033,0.02912502,-0.006241076,0.004627005,0.024390411,0.001542335,-0.034576993,0.011477841,-0.00491395,-0.014347301,0.023529572,-0.004770477,-0.014921193,-0.028264182,0.02812071,0.00164994,0.008680117,-0.005416106,0.035581306,-0.02812071,0.006097603,-0.016355922,-0.010114847,0.033142265,-0.021807898,0.001228488,-0.002170029,-0.032711845,0.018149335,0.014132091,0.03055975,0.031133642,-0.011979996,0.008967063,-0.013486463,-0.02812071,0.052224174,0.004124849,-0.008715985,-0.034863941,0.025251249,0.07977099,-0.000072297,-0.014705983,0.033142265,0.024103465,-0.004232454,-0.007496465,-0.024246939,-0.029698912,-0.009469219,0.010114847,0.001201586,0.00860838,0.012051732,-0.006025866,0.014490774,0.014992929,0.01169305,-0.003192274,0.005308501,0.0045194,0.017575443,0.001022245,-0.018794963,-0.001847215,0.011119158,0.02051664,-0.006886704,0.010330057,-0.003353682,0.018794963,0.013773409,0.026399033,0.007962752,-0.018221073,-0.012553888,-0.003586825,-0.002170029,0.047633037,0.011908259,0.007209518,0.045624416,0.028694602,0.004357993,0.023959992,0.004232454,0.009182272,0.003012933,0.035294361,-0.055954475,0.014849456,0.012553888,0.004340059,-0.000511123,-0.024390411,0.011406104,0.013127781,0.013629936,-0.011406104,0.002582514,-0.004555268,0.005559579,0.000569409,0.017934127,-0.014060355,0.02912502,0.003819969,0.011190895,-0.011262631,0.017001551,0.012553888,-0.02238179,0.024246939,0.032281429,0.032711845,-0.016714605,-0.021520952,0.016355922,-0.011334368,-0.003891705,-0.008572512,-0.016929815,0.0135582,-0.057963096,0.015566821,0.001856182,-0.002456975,-0.000766684,0.005380238,0.000923607,0.035581306,0.005272633,-0.009612692,0.018651491,-0.023959992,-0.001416796,0.033285737,-0.002725987,0.024533885,-0.010186584,0.003802035,-0.029268494,-0.011764786,0.003837903,0.022955682,0.053945851,-0.002232799,0.019512329,0.014419037,0.028407656,0.004985687,0.00210726,0.005774789,0.032568373,-0.024964303,0.019655801,-0.012123469,0.031994481,0.015638558,0.038450766,-0.011979996,0.033716157,0.019368855,0.017431971,0.022668736,0.015423348,-0.001927919,-0.001102949,0.028694602,-0.013701673,-0.036155198,-0.010688739,0.000535782,-0.021807898,-0.005200896,-0.040459387,0.007137782,-0.006492154,-0.00277979,0.020803586,0.027833764,-0.000780134,0.000600793,-0.025538195,-0.011764786,0.021090532,0.028694602,-0.016929815,-0.025251249,0.029268494,-0.013271254,0.014634247,0.000376617,-0.025251249,-0.026255561,-0.037302982,0.003138472,-0.024677357,-0.019799275,0.025825141,-0.040746335,0.002510778,-0.031851009,-0.014347301,-0.00158717,-0.046772201,-0.028838074,0.006635627,-0.001058113,0.014132091,-0.00286946,0.019368855,0.007281255,0.036155198,0.065710634,0.018794963,-0.029268494,0.003461286,0.012984307,0.006133471,0.003497155,0.046198308,-0.014132091,-0.010186584,0.028981548,-0.000286946,-0.003102604,0.011190895,0.014490774,-0.020660114,-0.00347922,-0.004842214,-0.000506639,0.002600448,0.017073289,-0.011836523,-0.026685979,-0.023959992,0.023673046,-0.006958441,0.040172443,-0.031133642,0.009182272,-0.015638558,-0.002421107,0.004555268,0.014705983,-0.028407656,-0.014921193,-0.015710294,-0.008751853,-0.006420417,-0.038450766,-0.011908259,0.006133471,0.002474909,-0.008070357,-0.01025832,-0.011119158,0.004465597,0.010903949,0.009074667,0.030703224,-0.019368855,-0.007891015,0.007675806,-0.005093292,0.023099154,0.022094844,0.00738886,0.007066045,-0.023242628,-0.020660114,0.009397482,-0.006635627,0.009540955,0.006348681,-0.013773409,-0.000186067,-0.021234006,-0.017145025,-0.007030177,0.010114847,0.024390411,-0.024964303,-0.041033279,0.0135582,0.014060355,0.008715985,0.018794963,-0.039598551,-0.015208139,0.027977237,0.020086221,0.012195205,-0.010760476,-0.025538195,0.025394723,0.012697361,-0.053371958,-0.008249698,0.005846525,-0.045624416,-0.027977237,-0.012410415,-0.02195137,-0.022955682,0.011477841,0.026972925,-0.031420588,-0.012051732,-0.015925504,-0.004322124,-0.017145025,0.012840834,0.01578203,-0.010186584,-0.00091464,-0.028264182,0.00369443,-0.029985858,-0.009899638,0.018794963,0.053945851,0.007317123,-0.020086221,0.008967063,-0.001506467,-0.006850836,0.011477841,-0.003120538,-0.005631316,-0.027977237,0.01047353,0.003120538,-0.001354026,-0.004160717,-0.004698741,-0.049067769,0.021807898,-0.037589926,0.03672909,-0.004878082,-0.006241076,0.000049879,0.014203828,-0.027259871,0.004196586,-0.002421107,0.008106225,-0.00760407,-0.003802035,-0.016140714,0.038737711,-0.010043111,-0.037589926,-0.062267285,-0.001506467,-0.006384549,-0.012697361,-0.011190895,-0.01578203,0.014132091,-0.02238179,-0.024677357,0.011621314,-0.028407656,0.010688739,0.039311603,0.009254009,-0.009612692,-0.040459387,0.021234006,0.007926884,-0.057102256,-0.045624416,0.003497155,-0.003120538,-0.015853768,-0.006528022,0.011334368,-0.008177961,-0.033716157,0.010114847,0.035868254,-0.021807898,-0.010975685,-0.039024659,0.021234006,0.001990688,-0.009756165,-0.003819969,-0.033142265,-0.035150886,0.028407656,0.007711674,0.018364545,0.005416106,0.010545266,-0.032281429,0.01291257,0.003102604,-0.009756165,0.05107639,-0.001080531,-0.043615796,0.025968615,0.012697361,0.024820831,0.024246939,-0.020086221,-0.012195205,0.00760407,0.009540955,-0.003802035,0.043328848,-0.010043111,0.003891705,-0.054519743,0.043041904,-0.032711845,0.024820831,0.018651491,-0.008357302,0.009540955,-0.003156406,-0.019081909,-0.025825141,-0.02912502,0.026255561,-0.017216761,0.010401793,-0.028551128,-0.005200896,0.012625624,-0.008142093,0.039311603,-0.00082497,-0.003784101,0.037876874,0.006599758,-0.021520952,0.047633037,0.012410415,-0.01477772,0.023529572,0.004985687,-0.031707536,0.007675806,-0.017934127,-0.034863941,0.018794963,-0.011119158,-0.027546817,0.009612692,0.00760407,0.057102256,0.006241076,0.007281255,-0.007675806,-0.008285566,0.012553888,-0.007245387,0.016284186,-0.024964303,0.007030177,-0.011836523,-0.045050524,0.021090532,-0.021664424,0.00369443,0.037016038,-0.010186584,-0.00656389,0.016355922,0.019225383,0.009002931,-0.008034488,-0.004555268,0.046772201,-0.014347301,0.014347301,-0.023959992,0.017790653,0.031133642,-0.025825141,0.035581306,-0.012769097,0.017360235,0.024677357,0.000046517,0.010903949,0.011262631,-0.000573892,0.026829453,-0.024820831,-0.001309191,0.008177961,-0.002143128,-0.018651491,-0.026685979,-0.040172443,-0.018651491,0.007568201,-0.018794963,0.003281945,-0.014347301,0.005738921,-0.020373167,-0.02051664,-0.028551128,-0.040172443,-0.017718917,0.046198308,0.003802035,-0.005523711,0.07345818,0.000412485,-0.025968615,0.024246939,-0.024964303,0.024820831,0.005882393,0.011190895,0.020086221,-0.029411966,-0.029842386,0.006922573,-0.004286256,0.0233861,-0.0135582,0.000551474,0.026255561,0.019799275,0.003568891,-0.025681669,-0.009469219,-0.002636316,0.013486463,0.050215553,-0.040459387,-0.003622693,0.019225383,-0.015853768,-0.017001551,0.028407656,0.02812071,0.01477772,-0.007209518,0.046198308,0.024246939,0.035868254,-0.019225383,-0.030272804,0.006599758,0.000473013,-0.018364545,0.033429209,-0.0233861,0.021664424,0.028694602,-0.009684428,-0.002815658,0.015136402,0.006994309,0.017360235,-0.027116399,0.042181063,-0.018794963,-0.037589926,-0.018508019,-0.012266942,-0.00277979,-0.01334299,-0.020373167,-0.004949819,-0.018651491,0.026829453,-0.011979996,0.00799862,0.040459387,-0.00738886,0.008249698,0.017718917,-0.042754956,-0.011119158,-0.043615796,-0.009325746,-0.009612692,-0.008285566,-0.008213829,0.012625624,0.000919124,-0.041033279,0.000636661,-0.045911364,-0.001909984,-0.016642869,0.013414727,0.03055975,-0.013414727,0.010186584,0.056241419,-0.008321434,-0.000200638,0.006205208,0.012625624,0.009756165,-0.035294361,0.034003101,-0.023529572,0.031564061,-0.026399033,0.029268494,0.001183652,0.01334299,0.004035179,-0.00491395,-0.002241766,-0.011764786,0.029268494,-0.011621314,0.037302982,-0.020086221,0.018651491,-0.01578203,-0.025825141,0.002528712,0.057102256,0.046198308,-0.006169339,0.008249698,0.009397482,-0.008142093,-0.037876874,-0.041607171,-0.01169305,-0.013773409,-0.020086221,-0.038737711,-0.019799275,-0.035437834,0.019368855,-0.001246422,-0.013845146,-0.037876874,-0.006814968,-0.003066736,0.003730298,0.016499396,0.012840834,0.02051664,-0.006994309,0.009182272,-0.00738886,-0.000193913,-0.037016038,0.007281255,-0.016427658,-0.003568891,0.02912502,0.021807898,0.02912502,0.004124849,-0.012625624,0.02195137,-0.036155198,0.011334368,0.018651491,0.040459387,0.006205208,0.015064666,-0.023959992,0.017360235,-0.000567167,0.032998793,-0.023099154,0.075753748,-0.038737711,-0.005057423,-0.019799275,0.014849456,-0.050215553,-0.001111916,-0.006169339,0.009469219,-0.019081909,-0.013127781,-0.028838074,-0.013414727,-0.008213829,0.006312812,-0.008177961,-0.021664424,-0.010832212,-0.012697361,0.014634247,0.004393861,-0.045337472,-0.010975685,-0.030703224,-0.003228143,-0.014849456,-0.034003101,0.009612692,-0.004806346,-0.006492154,0.018938437,0.00277979,0.023816518,-0.003407484,-0.01169305,0.006276944,-0.024820831,0.00189205,0.006814968,-0.019655801,0.035294361,0.009038799,0.006922573,0.011334368,-0.018651491,-0.009899638,0.029985858,-0.008285566,-0.013845146,0.032424901,-0.024533885,-0.024677357,0.031420588,0.003604759,0.004232454,0.01578203,-0.025107777,0.003784101,0.006276944,-0.010832212,0.009074667,-0.040172443,0.048780821,0.02094706,-0.009110536,0.008680117,-0.014132091,0.023816518,0.012051732,-0.012123469,-0.032998793,-0.032424901,-0.021664424,-0.025538195,-0.01047353,0.009002931,-0.039311603,-0.004806346,0.023673046,-0.012123469,-0.006850836,-0.030272804,0.043615796,0.002456975,0.001273323,-0.007711674,-0.008177961,0.06714537,-0.043615796,0.017216761,0.00882359,-0.005416106,-0.014060355,0.034146577,-0.022812208,-0.009899638,-0.00390964,-0.032137953,0.007245387,0.047633037,-0.007352991,0.006097603,-0.019225383,-0.027833764,-0.010545266,0.002905329,-0.002797724,0.038450766,-0.013629936,-0.008106225,-0.001143301,-0.000014361,-0.043328848,0.029698912,0.027690291,0.002143128,0.012051732,-0.02812071,0.024677357,-0.012984307,0.008715985,-0.005523711,0.039024659,-0.020373167,-0.028838074,0.026972925,0.018364545,-0.010114847,-0.011406104,0.033572685,-0.028838074,0.024677357,-0.011836523,-0.009612692,-0.03672909,0.025107777,-0.025251249,-0.009182272,0.002618382,0.030416278,-0.003210209,0.033859629,-0.015208139,-0.015279875,0.010975685,0.014132091,-0.010545266,-0.002600448,0.003945508,-0.001990688,-0.008859458,0.024533885,0.027116399,-0.005487842,-0.028551128,0.008321434,0.016714605,0.010617003,0.043328848,0.025251249,-0.033429209,0.005667184,-0.012840834,0.037589926,-0.012482151,0.002546646,0.01477772,-0.003120538,0.012984307,-0.054232799,-0.013199517,-0.029985858,-0.023673046,-0.014992929,-0.010760476,0.0233861,-0.02912502,-0.020803586,-0.010545266,0.022238316,0.005021555,0.041033279,0.016140714,-0.006097603,0.015351612,-0.017790653,-0.007675806,-0.032281429,-0.012338678,0.02955544,-0.016427658,0.039885495,0.001192619,-0.006241076,-0.000663563,-0.008070357,-0.001452664,0.025681669,-0.020803586,-0.010401793,0.001443697,0.012410415,0.007926884,-0.034003101,0.017360235,0.000999828,0.019799275,-0.001102949,0.005918262,0.010545266,-0.023529572,0.016714605,0.016571132,0.003604759,0.016140714,-0.020660114,-0.007101914,0.014132091,-0.035437834,-0.018938437,0.019225383,-0.006886704,-0.03629867,0.010545266,-0.017216761,0.005595447,-0.022812208,0.009971374,0.003371616,-0.022955682,-0.013701673,-0.019368855,-0.022238316,0.004627005,0.008213829,0.002600448,0.012769097,-0.027116399,0.015279875,-0.017073289,-0.019512329,-0.010043111,0.003120538,0.0045194,-0.024246939,0.010903949,0.001667874,-0.008895326,0.031277116,-0.016571132,-0.012266942,0.006348681,0.048493877,-0.010186584,0.001506467,0.022955682,-0.012625624,0.018938437,-0.004698741,-0.009002931,0.008249698,0.035724778,0.002887394,-0.00399931,0.007747543,-0.000780134,-0.001389895,-0.003138472,-0.016284186,-0.041033279,-0.018364545,-0.001847215,-0.011190895,0.006061735,-0.044189688,0.033859629,-0.010043111,0.040172443,-0.025251249,-0.006241076,-0.01621245,-0.028694602,-0.001345059,-0.021377478,0.037876874,0.007675806,0.006528022,0.019942747,-0.006133471,0.014275564,-0.005380238,-0.043328848,-0.05825004,0.019512329,-0.00090119,-0.018364545,-0.023099154,-0.003407484,0.026829453,-0.06542369,-0.024677357,0.011262631,-0.002618382,-0.013916882,0.031133642,-0.016427658,-0.017934127,0.020086221,-0.009827901,0.009899638,0.011621314,-0.005308501,0.021377478,-0.011621314,0.009971374,-0.037876874,-0.013916882,0.014419037,-0.001748577,0.014132091,-0.026972925,0.002725987,-0.03672909,-0.004017244,0.005738921,0.001748577,-0.014921193,-0.013127781,0.033572685,-0.022094844,-0.038163818,-0.030129332,0.005057423,0.034576993,0.028264182,0.029698912,-0.003443352,0.022238316,-0.026255561,-0.029842386,0.001883083,-0.006241076,-0.032711845,0.008429039,0.019799275,0.015710294,-0.019368855,-0.00882359,-0.007101914,-0.013414727,-0.004698741,0.01477772,-0.015351612,-0.018508019,0.034290049,-0.012984307,0.008859458,-0.010688739,-0.000573892,0.028694602,0.002313502,0.023959992,-0.013199517,-0.004770477,-0.035294361,0.003228143,0.004949819,-0.041033279,-0.015638558,0.02812071,0.009612692,-0.010760476,-0.005057423,0.010043111,-0.035868254,-0.003192274,0.016427658,-0.007711674,0.012051732,-0.013773409,0.034720469,0.00760407,0.009469219,0.012840834,-0.007962752,-0.024677357,0.006348681,-0.01334299,-0.00308467,0.012984307,0.015208139,0.02955544,0.002116227,0.000403518,-0.02195137,-0.015136402,0.002905329,0.008321434,-0.028981548,-0.035294361,-0.024533885,0.002994999,-0.017073289,-0.021664424,0.013414727,0.006384549,-0.024964303,0.018508019,0.002941197,0.01047353,-0.022668736,0.00421452,-0.034433521,0.005380238,-0.018938437,0.017001551,0.019081909,-0.002636316,-0.006456285,0.008644248,0.008859458,0.011190895,-0.00760407,0.006707363,0.007066045,-0.017718917,0.012195205,-0.037589926,-0.001013278,-0.002456975,-0.003658562,0.016499396,-0.00286946,0.002851526,-0.013414727,0.027977237,-0.040459387,-0.000515606,0.017431971,-0.00882359,0.029985858,-0.007532333,-0.01169305,-0.011836523,0.022525262,0.004627005,0.027403345,-0.010688739,-0.011334368,-0.031564061,-0.018221073,0.023959992,-0.016858079,0.045624416,0.017288497,-0.023529572,-0.016786342,0.042181063,0.003748232,-0.017288497,-0.008142093,-0.004268322,0.040172443,-0.019368855,0.006671495,-0.001488532,0.042754956,-0.020229694,-0.028694602,-0.041033279,0.01047353,0.004286256,0.004411795,-0.019081909,0.020803586,0.03672909,-0.008142093,-0.008751853,0.001640973,-0.014347301,-0.038450766,0.000522331,-0.020229694,-0.018508019,0.035581306,0.050789446,0.055093635,-0.021807898,0.038163818,-0.011262631,0.025251249,-0.034290049,0.045050524,0.0067791,-0.02094706,-0.048206929,0.008859458,0.007137782,-0.024677357,0.012769097,0.006025866,-0.035294361,0.009612692,-0.04476358,0.007675806,0.037876874,0.005236765,0.001156751,0.012625624,0.01025832,0.023529572,0.015423348,0.004160717,-0.021664424,-0.017862389,0.015925504,0.041033279,0.023242628,0.019512329,0.037876874,-0.018005863,-0.006635627,0.001981721,0.016571132,0.009540955,0.010114847,0.008715985,0.006599758,0.012410415,0.005236765,-0.014992929,0.03099017,-0.002797724,-0.039885495,0.05825004,0.000159165,0.016140714,0.043041904,-0.000887739,0.008034488,0.024964303,-0.028838074,-0.015638558,0.009182272,-0.033859629,-0.001963787,-0.008070357,-0.009612692,-0.012410415,0.003676496,-0.047633037,0.005236765,0.032711845,0.002439041,0.017073289,-0.011621314,-0.011764786,-0.018651491,0.003927574,0.002456975,-0.019225383,0.018938437,0.046198308,0.019081909,-0.045624416,-0.015423348,0.009182272,0.020086221,0.008393171,-0.003855837,-0.019942747,-0.02094706,0.000883256,0.015064666,-0.010688739,0.011119158,0.015495085,0.014490774,-0.022238316,0.012051732,0.012769097,-0.019081909,-0.005344369,-0.011621314,0.017145025,-0.008249698,-0.005344369,0.022812208,0.002286601,-0.009002931,0.028407656,-0.001865149,-0.013701673,-0.013845146,-0.006492154,0.022812208,-0.030416278,-0.035294361,-0.042754956,-0.016284186,0.007137782,0.002510778,0.008572512,-0.013701673,0.00656389,-0.006671495,0.012697361,-0.022238316,-0.001856182,0.006276944,0.006599758,0.008680117,-0.006133471,0.006958441,-0.023816518,0.008177961,0.009254009,0.003335747,-0.006635627,-0.015853768,0.007532333,-0.048206929,-0.05825004,-0.025394723,-0.031420588,-0.001049146,0.021377478,-0.023816518,-0.046198308,0.026112087,0.0045194,-0.028694602,-0.007747543,-0.024533885,-0.024677357,-0.032281429,0.018794963,-0.032711845,-0.009684428,0.011190895,-0.001380928,0.015279875,-0.025107777,-0.005738921,-0.004340059,-0.002170029,-0.017718917,-0.020373167,0.010186584,-0.009971374,-0.025394723,0.003622693,-0.048493877,0.015638558,-0.036155198,-0.016427658,-0.000600793,0.003281945,0.022094844,-0.009110536,-0.017145025,-0.023242628,-0.014921193,0.023673046,0.02195137,-0.025394723,0.003371616,-0.032998793,-0.000959476,-0.037589926,-0.013271254,-0.04476358,-0.015423348,-0.018651491,-0.049067769,0.033429209,-0.002089326,-0.033716157,-0.000932575,-0.001080531,0.036155198,-0.004106915,0.005272633,-0.02195137,-0.010043111,-0.027403345,-0.035868254,0.006814968,0.039598551,0.037302982,-0.041320227,-0.025394723,-0.025394723,-0.000699431,0.003604759,0.016355922,-0.00799862,-0.006994309,0.035150886,0.020229694,-0.007747543,0.017647181,0.026399033,-0.030416278,-0.011908259,0.026542507,-0.012195205,0.034146577,-0.006169339,-0.008859458,0.0045194,0.019799275,-0.031277116,-0.022812208,0.007066045,0.039885495,0.001264356,-0.026542507,-0.016355922,0.002214865,-0.018938437,-0.02955544,-0.008070357,-0.006420417,-0.001389895,0.002241766,-0.018292809,0.016355922,-0.002134161,0.037302982,0.00180238,-0.013199517,-0.020086221,-0.011621314,0.021377478,-0.005272633,-0.02195137,-0.017216761,0.037876874,0.033142265,0.041607171,-0.011477841,0.031133642,-0.045050524,-0.003981376,-0.025394723,-0.031707536,0.024533885,0.032568373,0.028694602,-0.021090532,-0.019942747,0.054806691,-0.004483532,-0.020086221,-0.01599724,0.018651491,0.020373167,0.000504397,-0.007424728,-0.063702017,-0.014203828,0.030846696,-0.006599758,-0.027259871,-0.024103465,-0.020660114,-0.004985687,0.005559579,-0.034146577,-0.011549577,-0.00173961,0.008321434,0.007030177,-0.015638558,
32 	}
33 
34 	vectorSearchStage := bson.D{
35 		{"$vectorSearch", bson.D{
36 			{"index", "vector_index"},
37 			{"path", "plot_embedding_voyage_3_large"},
38 			{"filter", bson.D{{
39 				"$and", bson.A{
40 					bson.D{{"year", bson.D{{"$gt", 1955}}}},
41 					bson.D{{"year", bson.D{{"$lt", 1975}}}},
42 				},
43 			}}},
44 			{"queryVector", queryVector},
45 			{"numCandidates", 150},
46 			{"limit", 10},
47 		}}}
48 
49 	projectStage := bson.D{
50 		{"$project", bson.D{
51 			{"_id", 0},
52 			{"plot", 1},
53 			{"title", 1},
54 			{"year", 1},
55 			{"score", bson.D{{"$meta", "vectorSearchScore"}}},
56 		}}}
57 
58 	cursor, err := coll.Aggregate(ctx, mongo.Pipeline{vectorSearchStage, projectStage})
59 	if err != nil {
60 		log.Fatalf("failed to retrieve data from the server: %v", err)
61 	}
62 	// display the results
63 	type ProjectedMovieResult struct {
64 		Title string  `bson:"title"`
65 		Plot  string  `bson:"plot"`
66 		Year  int32   `bson:"year"`
67 		Score float64 `bson:"score"`
68 	}
69 
70 	var results []ProjectedMovieResult
71 	if err = cursor.All(ctx, &results); err != nil {
72 		log.Fatalf("failed to unmarshal retrieved docs to ProjectedMovieResult objects: %v", err)
73 	}
74 	for _, result := range results {
75 		fmt.Printf("Title: %v \nPlot: %v \nYear: %v \nScore: %v \n\n", result.Title, result.Plot, result.Year, result.Score)
76 	}
77 }

1 Title: Chitty Chitty Bang Bang 
2 Plot: A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land. 
3 Year: 1968 
4 Score: 0.7489712834358215 
5 
6 Title: The Little Prince 
7 Plot: A pilot, stranded in the desert, meets a little boy who is a prince on a planet. 
8 Year: 1974 
9 Score: 0.7346078753471375 
10 
11 Title: In Search of the Castaways 
12 Plot: In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast. 
13 Year: 1962 
14 Score: 0.7281590104103088 
15 
16 Title: Bedknobs and Broomsticks 
17 Plot: An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain. 
18 Year: 1971 
19 Score: 0.720349133014679 
20 
21 Title: Pastoral Hide and Seek 
22 Plot: A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later. 
23 Year: 1974 
24 Score: 0.7195663452148438 
25 
26 Title: Peter Pan 
27 Plot: In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ... 
28 Year: 1960 
29 Score: 0.7195032238960266 
30 
31 Title: The Cowboys 
32 Plot: When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ... 
33 Year: 1972 
34 Score: 0.717952311038971 
35 
36 Title: The 7th Voyage of Sinbad 
37 Plot: When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war. 
38 Year: 1958 
39 Score: 0.7148033380508423 
40 
41 Title: The Red Balloon 
42 Plot: A red balloon with a life of its own follows a little boy around the streets of Paris. 
43 Year: 1956 
44 Score: 0.7147064805030823 
45 
46 Title: Perri 
47 Plot: This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten... 
48 Year: 1957 
49 Score: 0.7120871543884277

Dica

Exemplos adicionais de filtro

Excluir o campo _id e inclua somente os campos plot e title nos resultados.
Adicione um campo chamado score que exibe a pontuação da pesquisa vetorial para cada documento nos resultados.

1 import com.mongodb.client.MongoClient;
2 import com.mongodb.client.MongoClients;
3 import com.mongodb.client.MongoCollection;
4 import com.mongodb.client.MongoDatabase;
5 import com.mongodb.client.model.search.FieldSearchPath;
6 import org.bson.Document;
7 import org.bson.conversions.Bson;
8 
9 import java.util.List;
10 
11 import static com.mongodb.client.model.Aggregates.project;
12 import static com.mongodb.client.model.Aggregates.vectorSearch;
13 import static com.mongodb.client.model.Projections.fields;
14 import static com.mongodb.client.model.Projections.include;
15 import static com.mongodb.client.model.Projections.exclude;
16 import static com.mongodb.client.model.Projections.metaVectorSearchScore;
17 import static com.mongodb.client.model.search.SearchPath.fieldPath;
18 import static com.mongodb.client.model.search.VectorSearchOptions.approximateVectorSearchOptions;
19 import static java.util.Arrays.asList;
20 
21 public class BasicQuery {
22   public static void main( String[] args ) {
23     // specify connection
24     String uri = "<connection-string>";
25 
26     // establish connection and set namespace
27     try (MongoClient mongoClient = MongoClients.create(uri)) {
28       MongoDatabase database = mongoClient.getDatabase("sample_mflix");
29       MongoCollection<Document> collection = database.getCollection("embedded_movies");
30       
31 
32       // define $vectorSearch query options
33       List<Double> queryVector = (asList(-0.034731735d,0.008558298d,-0.0153717d,-0.029912498d,0.011549547d,0.010261648d,-0.011964999d,-0.023265276d,0.010303194d,-0.006896493d,-0.00054528d,0.003926015d,-0.025757983d,0.027419789d,0.001199616d,-0.036227357d,-0.005297005d,0.021935832d,0.010303194d,-0.019193852d,0.025093261d,-0.040049512d,-0.033900831d,-0.011466458d,-0.01827986d,-0.0153717d,0.023265276d,0.007727395d,0.000114249d,0.005317777d,-0.043871664d,-0.02127111d,-0.019609304d,0.016368784d,-0.004756918d,0.003552109d,0.006522586d,-0.005400868d,-0.015620971d,-0.034565553d,-0.018695312d,-0.023099095d,0.050851244d,-0.034731735d,0.004819236d,0.022268193d,-0.095719993d,0.05517194d,-0.046198189d,-0.036393538d,0.007187308d,-0.02459472d,-0.036725901d,0.009472291d,0.019027673d,0.020938748d,-0.011051006d,0.027087428d,0.04586583d,-0.022600554d,-0.05517194d,0.044204023d,0.01213118d,0.047859997d,-0.03938479d,0.002928932d,0.002056484d,0.019443123d,-0.028583053d,0.013543714d,0.022932915d,0.011632638d,0.004923099d,0.000389486d,0.020024756d,-0.024096178d,-0.022766734d,0.011217186d,-0.003198975d,0.007104218d,-0.047195274d,-0.013377533d,0.013294443d,0.024096178d,-0.056501385d,-0.026755067d,-0.008433662d,-0.001911076d,0.007976666d,-0.008101301d,-0.014042255d,0.008641388d,-0.02176965d,0.010012378d,-0.000607598d,-0.024927082d,0.024927082d,-0.018612221d,-0.001184036d,0.005567048d,0.001324251d,-0.019526213d,-0.023597637d,0.060489718d,-0.010178559d,-0.019609304d,0.004112968d,-0.011217186d,-0.031574301d,-0.008766023d,0.005483958d,-0.061819162d,-0.023431456d,-0.040714234d,0.015039339d,0.026422706d,0.016202603d,0.004653055d,0.041046593d,-0.018030589d,0.040381871d,-0.002638116d,0.013045172d,0.004216831d,0.005650138d,0.027419789d,0.003926015d,-0.028749233d,0.004798463d,-0.030244859d,0.063813329d,0.007145763d,-0.017448956d,0.025591804d,-0.045201108d,0.010718645d,0.002804297d,0.014291527d,0.04586583d,-0.015205519d,-0.021603471d,-0.035230275d,0.00760276d,0.033236109d,0.016534964d,-0.043206941d,-0.003115885d,-0.026256526d,0.005940954d,0.016534964d,0.024262359d,-0.001630647d,0.028084511d,-0.012795902d,0.007270399d,0.001381376d,-0.009763107d,-0.006896493d,0.008433662d,-0.019360034d,0.000386889d,0.030411039d,0.025591804d,0.010469374d,0.037722982d,-0.001147684d,-0.005400868d,0.052845411d,-0.052513052d,0.00768585d,-0.004299921d,0.00922302d,0.011881908d,0.012962082d,-0.068798743d,0.003593654d,0.020938748d,-0.013792985d,-0.034565553d,-0.007519669d,-0.04021569d,-0.020689478d,0.006273315d,0.046862911d,0.006107135d,0.002638116d,-0.013792985d,-0.005400868d,-0.020274026d,0.007644305d,-0.010801735d,0.026422706d,0.043871664d,0.003780607d,0.010261648d,-0.064145692d,0.011881908d,-0.009056839d,0.009347656d,-0.02459472d,0.026422706d,0.033236109d,0.041212775d,0.019027673d,-0.00315743d,0.004424557d,0.020689478d,-0.0153717d,-0.015205519d,-0.034897912d,0.020274026d,0.016867325d,0.040714234d,-0.022766734d,-0.010967916d,0.026256526d,0.007062673d,-0.015953332d,-0.007727395d,0.031574301d,-0.002887387d,-0.00614868d,0.004569965d,0.019027673d,0.012878992d,0.011798819d,0.004258377d,-0.019193852d,-0.021437289d,-0.021603471d,0.000301202d,-0.051183607d,-0.004985416d,-0.030078677d,0.012629721d,0.065142773d,-0.031740483d,-0.021104928d,-0.03938479d,-0.003365156d,-0.016036423d,0.036393538d,0.009804652d,-0.018612221d,0.060489718d,-0.003697517d,0.000547876d,0.063480966d,0.02758597d,0.010053922d,-0.003655972d,-0.001485239d,0.018362951d,0.021104928d,-0.003905243d,0.019443123d,-0.002658889d,-0.00380138d,-0.013626805d,0.035894997d,0.035396457d,-0.005691683d,0.002762751d,0.012878992d,-0.009596926d,-0.009970833d,-0.015953332d,0.022434372d,0.00614868d,-0.021188019d,0.001557943d,-0.020190936d,0.009763107d,0.017448956d,0.006730312d,0.005567048d,0.019692395d,-0.00218112d,-0.016867325d,0.006854947d,0.007976666d,0.019193852d,0.040880412d,0.007353489d,-0.02127111d,-0.031906664d,-0.026755067d,-0.017947499d,0.040381871d,0.042209856d,0.00913993d,-0.0307434d,-0.017781317d,-0.015039339d,0.03057722d,0.017532047d,0.0187784d,-0.060822077d,0.002928932d,-0.026422706d,-0.005899409d,0.039717149d,0.026588887d,-0.000971118d,0.004923099d,-0.013626805d,0.0187784d,-0.031408124d,-0.000695881d,0.050851244d,-0.014457707d,-0.007311944d,-0.001293092d,-0.002139574d,-0.019276943d,0.00290816d,0.019360034d,-0.017781317d,0.002160347d,0.016618054d,-0.006522586d,0.011798819d,0.029247776d,-0.02775215d,0.010344739d,-0.018362951d,-0.036725901d,-0.015870241d,0.015704062d,-0.012463541d,0.02459472d,-0.024096178d,0.001152877d,-0.031408124d,0.025425622d,0.027087428d,0.00922302d,0.034565553d,0.015704062d,-0.020689478d,-0.00517237d,-0.014706978d,-0.001589101d,0.026090344d,0.014956249d,0.011715728d,0.004299921d,-0.00913993d,0.022434372d,-0.03705826d,0.048524719d,-0.030411039d,0.008433662d,0.017033506d,-0.000511525d,-0.031408124d,0.005940954d,-0.012962082d,-0.031574301d,0.017448956d,0.010178559d,-0.011383367d,-0.020107845d,-0.005151597d,0.006647222d,0.013128263d,0.007145763d,0.008059756d,-0.045201108d,-0.004943871d,0.015787151d,-0.045201108d,-0.020772567d,-0.020274026d,0.028250692d,-0.024262359d,-0.004424557d,0.009804652d,0.000472576d,-0.005691683d,0.001443693d,-0.013294443d,0.001412535d,0.013211353d,-0.01213118d,-0.002118802d,0.017781317d,-0.007353489d,-0.031075761d,-0.004923099d,0.011383367d,-0.004486875d,-0.010178559d,0.016618054d,0.014457707d,0.023763817d,-0.02459472d,-0.00388447d,0.012546631d,-0.007519669d,0.015704062d,-0.014291527d,0.009680017d,-0.035562634d,0.023763817d,0.053510133d,-0.0555043d,-0.003572882d,0.022102011d,0.021603471d,-0.017282777d,-0.001474852d,-0.043539301d,0.007810486d,-0.025757983d,-0.005400868d,0.029912498d,-0.00760276d,0.014125346d,0.030909581d,-0.03340229d,-0.009680017d,0.018030589d,0.008849114d,0.03057722d,0.019775484d,0.014125346d,0.031906664d,-0.03057722d,-0.027087428d,-0.023597637d,-0.022434372d,-0.012878992d,0.016285693d,-0.021603471d,-0.029746316d,0.029746316d,0.020357117d,0.006314861d,-0.001158071d,0.028749233d,-0.045201108d,0.011383367d,0.011134096d,-0.021437289d,-0.035728816d,0.001827986d,0.008267482d,-0.057498466d,0.01213118d,-0.01213118d,-0.040548053d,0.010718645d,0.004798463d,-0.004881553d,-0.019526213d,-0.008558298d,0.0059825d,-0.000262254d,-0.017615138d,0.005193142d,0.019692395d,-0.00198378d,-0.002845842d,0.012546631d,0.006107135d,-0.008225936d,-0.008890659d,0.015870241d,0.00517237d,0.002596571d,-0.010427829d,-0.019110762d,0.024262359d,0.012048089d,-0.032405205d,0.006522586d,0.013211353d,0.013211353d,-0.038221523d,-0.007727395d,-0.008267482d,-0.019276943d,0.001474852d,0.031408124d,-0.035562634d,0.017532047d,-0.023431456d,-0.015454791d,-0.011383367d,0.016534964d,-0.02176965d,0.008682934d,0.027253609d,0.020190936d,-0.0247609d,-0.007311944d,0.009555381d,-0.01852913d,-0.011632638d,0.011549547d,0.027419789d,-0.034067012d,-0.01229736d,0.0307434d,0.003946788d,0.0046946d,0.037722982d,0.03057722d,-0.010427829d,0.002284982d,0.033236109d,0.030078677d,-0.013377533d,0.007395034d,-0.012048089d,0.040714234d,-0.028749233d,-0.000102565d,-0.0059825d,-0.041046593d,0.017698228d,-0.006356406d,0.003178203d,0.009056839d,0.023099095d,0.00606559d,0.011881908d,-0.02127111d,-0.001126912d,-0.027087428d,0.011134096d,0.001204809d,-0.017033506d,0.011051006d,-0.014374617d,0.017864408d,0.023431456d,-0.002077257d,-0.026755067d,-0.043871664d,0.025757983d,-0.006190225d,0.001152877d,0.011798819d,-0.024262359d,0.006564131d,-0.070128188d,-0.004362239d,0.012962082d,-0.013626805d,-0.001402148d,-0.012214269d,0.011217186d,-0.015953332d,0.015787151d,0.011134096d,0.027253609d,0.024262359d,-0.048192356d,0.009970833d,0.018944582d,-0.00517237d,0.021935832d,0.02775215d,0.003406701d,-0.010884825d,0.075113602d,-0.015953332d,0.007727395d,0.026755067d,-0.006190225d,-0.012712811d,0.013377533d,0.005940954d,-0.008309027d,0.02459472d,0.002316141d,-0.022434372d,-0.012712811d,0.03057722d,-0.015787151d,0.026755067d,-0.001069787d,0.03988333d,-0.003697517d,0.039550968d,-0.019027673d,-0.0059825d,-0.00031029d,-0.012546631d,-0.003614427d,0.007478124d,0.005525503d,0.032571387d,-0.011798819d,-0.011466458d,-0.00606559d,-0.011798819d,0.018446039d,0.007976666d,0.018944582d,-0.02176965d,0.026588887d,-0.006273315d,-0.012463541d,-0.007395034d,0.012048089d,-0.029247776d,0.015454791d,-0.007145763d,0.006481041d,-0.015620971d,-0.00388447d,-0.025757983d,-0.001651419d,-0.032903746d,-0.005068507d,0.03938479d,0.003926015d,0.004715373d,0.022600554d,-0.012546631d,0.022932915d,0.007810486d,0.040714234d,0.019941665d,0.013543714d,0.003406701d,0.010884825d,-0.03988333d,0.042209856d,-0.022766734d,0.027419789d,-0.029580137d,0.043206941d,0.022932915d,0.021104928d,-0.056833744d,0.005193142d,0.036061179d,-0.012878992d,0.008516753d,-0.02758597d,-0.030244859d,-0.011798819d,0.001111332d,-0.014125346d,-0.014125346d,0.019027673d,0.029081594d,0.018861491d,0.013626805d,0.06846638d,0.023099095d,0.041378956d,0.001599488d,-0.028749233d,0.017781317d,0.016285693d,0.021603471d,-0.018113678d,0.011300277d,-0.032239024d,0.022434372d,-0.02459472d,-0.013626805d,0.005483958d,0.013460624d,-0.031574301d,-0.015620971d,0.016451873d,0.014790068d,-0.008849114d,0.011134096d,0.00461151d,0.015122429d,0.036227357d,0.00206687d,0.000877641d,0.022102011d,-0.028250692d,0.022600554d,-0.026422706d,0.004029878d,-0.032072846d,0.017116595d,0.010884825d,0.019609304d,0.00614868d,0.005733229d,0.016119512d,0.002866614d,-0.014540797d,0.012463541d,-0.003905243d,0.003759835d,-0.000485559d,-0.022766734d,-0.016285693d,0.037722982d,0.009513836d,0.001506011d,0.011964999d,0.004029878d,0.019941665d,-0.000965924d,0.002129188d,0.015205519d,0.071125269d,0.022932915d,0.005940954d,-0.00044661d,0.010220103d,-0.03423319d,-0.016285693d,-0.016867325d,-0.000659529d,-0.008018211d,-0.011383367d,0.000016634d,0.004071423d,-0.029413955d,0.019941665d,-0.00913993d,-0.024096178d,0.010635555d,0.010594009d,0.001547556d,0.036227357d,-0.030078677d,0.020772567d,0.022268193d,-0.014125346d,0.008766023d,-0.012962082d,-0.007187308d,0.017033506d,-0.007187308d,-0.015205519d,-0.005608593d,0.044536386d,-0.001235968d,0.007852031d,0.001599488d,0.005857864d,-0.005940954d,-0.010510919d,-0.005567048d,0.006730312d,0.016285693d,-0.010801735d,-0.024428539d,0.015122429d,-0.02176965d,0.01528861d,-0.007436579d,0.00226421d,-0.004715373d,0.004507647d,0.004341467d,0.005525503d,-0.031075761d,-0.005899409d,0.037556801d,0.014873158d,-0.000342747d,0.009970833d,-0.019443123d,0.023597637d,-0.012048089d,-0.025259443d,0.006024044d,-0.01827986d,0.010012378d,0.016784234d,0.013211353d,-0.005400868d,-0.024428539d,-0.02176965d,-0.035230275d,0.009347656d,0.028583053d,-0.015704062d,-0.017781317d,0.00226421d,0.001199616d,-0.003385928d,0.008267482d,0.002326528d,0.022434372d,-0.020190936d,-0.015787151d,0.000789358d,0.031241942d,0.011300277d,0.001506011d,-0.023265276d,-0.010967916d,0.009056839d,0.011300277d,-0.030244859d,0.007478124d,0.001111332d,-0.035894997d,0.0153717d,0.002700434d,0.021104928d,0.010884825d,-0.003344383d,0.00768585d,0.010386284d,0.00452842d,-0.014706978d,0.028084511d,0.013377533d,0.014873158d,0.046862911d,-0.015454791d,0.021188019d,0.013959166d,0.012629721d,0.025924165d,-0.018695312d,-0.00922302d,-0.0093892d,0.007727395d,0.036892079d,0.007228854d,-0.01229736d,0.029247776d,-0.004943871d,-0.027253609d,-0.008433662d,0.043206941d,0.002825069d,0.028583053d,-0.023431456d,0.034897912d,-0.041545134d,-0.016534964d,0.003053567d,-0.012712811d,0.002741979d,-0.007187308d,-0.025093261d,-0.045201108d,-0.004424557d,-0.016618054d,-0.008890659d,0.008018211d,-0.05184833d,-0.019526213d,-0.013377533d,-0.010469374d,0.030244859d,-0.005068507d,0.051183607d,0.005483958d,-0.006024044d,0.035064094d,-0.011134096d,0.014956249d,0.002284982d,0.001724123d,-0.01229736d,0.012629721d,0.010261648d,0.014540797d,0.048857078d,-0.029580137d,-0.024927082d,-0.008350573d,-0.03988333d,0.000939959d,0.013543714d,0.013626805d,-0.021437289d,-0.012962082d,0.006771857d,0.013709894d,-0.0059825d,0.035396457d,-0.006439496d,-0.029580137d,0.0046946d,0.019609304d,-0.007270399d,0.014291527d,-0.015620971d,0.00118923d,-0.00760276d,-0.017199686d,0.023265276d,0.026588887d,-0.030078677d,-0.016701145d,-0.025757983d,0.004964644d,0.026588887d,0.043206941d,0.011051006d,-0.009846197d,0.028915415d,0.031574301d,0.023763817d,0.009264565d,-0.008433662d,-0.035064094d,-0.000579035d,-0.0247609d,0.014125346d,0.016618054d,0.028749233d,-0.052513052d,-0.016867325d,-0.01238045d,0.002741979d,0.013709894d,0.010718645d,0.013626805d,0.009596926d,-0.004403784d,-0.02758597d,-0.000945152d,0.000420645d,0.003759835d,0.012546631d,-0.011881908d,0.008392117d,0.012795902d,0.005483958d,-0.009763107d,0.006397951d,-0.010801735d,0.012795902d,-0.03938479d,0.005733229d,0.005733229d,-0.000433627d,0.015454791d,0.002357686d,-0.006564131d,0.030244859d,-0.024428539d,0.016036423d,0.014291527d,-0.004964644d,0.029413955d,0.040381871d,0.012629721d,-0.033568468d,-0.026422706d,-0.037889164d,-0.034399372d,-0.03423319d,0.021935832d,0.004133741d,-0.014623888d,-0.013543714d,-0.05517194d,0.004736145d,0.006314861d,0.00006037d,0.006356406d,0.003323611d,-0.010344739d,0.007062673d,0.005899409d,-0.00623177d,-0.001973394d,-0.0555043d,0.011881908d,0.001350217d,-0.033069927d,-0.026921248d,0.022268193d,0.028583053d,-0.021021837d,0.010884825d,0.019692395d,-0.005442413d,0.031574301d,-0.014956249d,0.01238045d,-0.006356406d,0.006273315d,-0.003095113d,-0.014540797d,-0.02176965d,0.005006189d,-0.002658889d,0.042542219d,-0.02176965d,0.017199686d,-0.016701145d,-0.001599488d,0.016950415d,-0.021188019d,0.017864408d,0.023763817d,-0.000669915d,0.025093261d,0.021104928d,0.008807569d,0.037390623d,-0.025591804d,-0.003178203d,-0.001319058d,0.020523297d,0.005255459d,0.019276943d,-0.00226421d,0.00760276d,-0.057166107d,-0.006896493d,-0.034067012d,0.043871664d,0.038221523d,0.008101301d,0.03988333d,0.015870241d,0.000955538d,-0.004299921d,-0.002928932d,-0.002118802d,-0.020523297d,-0.001168457d,-0.011134096d,-0.000685495d,0.003323611d,0.011549547d,0.034565553d,0.029247776d,-0.029746316d,0.005213914d,0.019110762d,-0.003302838d,0.026422706d,0.028915415d,-0.036227357d,0.033236109d,0.038387705d,-0.035230275d,0.004071423d,-0.021935832d,0.002928932d,0.000976311d,0.000527104d,-0.006854947d,-0.003822153d,-0.001199616d,0.019858574d,-0.002762751d,0.039052427d,-0.008641388d,0.032239024d,-0.002295369d,0.035396457d,0.044536386d,-0.029413955d,0.025093261d,-0.03423319d,-0.016867325d,-0.008849114d,0.008433662d,-0.004486875d,0.017033506d,0.006730312d,-0.008599843d,-0.008225936d,-0.024428539d,0.006564131d,-0.007561215d,-0.032072846d,-0.019941665d,0.035396457d,0.019276943d,0.010261648d,0.005857864d,0.032239024d,-0.044204023d,-0.018944582d,0.002409618d,0.032903746d,0.05517194d,-0.03655972d,0.007976666d,0.030909581d,-0.023929998d,0.016368784d,0.01528861d,-0.00768585d,0.02176965d,0.013626805d,-0.02459472d,0.04021569d,-0.032737568d,0.006854947d,-0.011383367d,0.014873158d,-0.02176965d,0.00243039d,0.0093892d,0.0093892d,-0.029580137d,0.019858574d,0.01827986d,0.024428539d,0.017864408d,-0.028250692d,-0.001111332d,0.056169022d,0.007478124d,-0.010718645d,0.041046593d,-0.015704062d,0.034731735d,0.002523867d,-0.032571387d,0.004341467d,-0.023597637d,-0.011881908d,-0.035562634d,0.006688767d,0.007810486d,-0.012712811d,0.022600554d,0.03057722d,0.022600554d,0.010552464d,0.0307434d,-0.009638472d,0.02176965d,-0.018030589d,0.024262359d,-0.036227357d,-0.020772567d,0.001641033d,-0.022932915d,-0.014623888d,0.018362951d,0.002575798d,0.006190225d,-0.011051006d,0.021021837d,0.019110762d,0.02127111d,-0.028583053d,-0.052180689d,-0.014291527d,-0.010552464d,0.036393538d,0.042542219d,-0.04586583d,-0.001869531d,0.008350573d,-0.008516753d,-0.020772567d,0.000294711d,0.015704062d,-0.014457707d,-0.020772567d,0.008766023d,-0.026588887d,-0.004736145d,-0.028084511d,-0.007519669d,0.010552464d,-0.016534964d,0.006190225d,0.012962082d,-0.016618054d,0.012546631d,0.02459472d,0.022932915d,0.020440206d,-0.027918331d,-0.008059756d,0.020689478d,-0.014623888d,-0.011466458d,-0.006896493d,-0.020024756d,-0.031408124d,0.021603471d,0.007270399d,-0.03057722d,0.008350573d,-0.021437289d,0.00072704d,-0.043871664d,0.006314861d,-0.017199686d,0.02176965d,0.024262359d,-0.020357117d,-0.000542683d,-0.005213914d,0.001963008d,-0.00064395d,-0.022434372d,0.022102011d,-0.006688767d,-0.028583053d,0.002191506d,-0.005047734d,0.002368073d,0.014956249d,0.023929998d,-0.003302838d,-0.032239024d,0.022268193d,-0.013377533d,-0.010801735d,0.003676744d,0.009015295d,-0.039550968d,0.010884825d,-0.033568468d,0.013709894d,-0.029413955d,-0.006356406d,-0.020274026d,0.023597637d,0.030909581d,0.02176965d,0.016285693d,0.045533467d,-0.024096178d,-0.030909581d,-0.026422706d,0.002783524d,-0.010594009d,0.004362239d,-0.070792913d,0.009472291d,-0.022102011d,0.011134096d,-0.017448956d,-0.011549547d,-0.056833744d,0.00082571d,0.026588887d,-0.013709894d,0.002575798d,0.02176965d,-0.000568649d,-0.007270399d,0.004279149d,-0.042874578d,-0.026588887d,0.016784234d,0.036725901d,-0.028915415d,-0.009513836d,0.017448956d,0.002035712d,-0.007228854d,0.011383367d,0.011134096d,0.028915415d,0.0153717d,-0.027087428d,0.043871664d,-0.005089279d,0.006314861d,0.014291527d,-0.003240521d,0.025924165d,-0.001230775d,-0.015454791d,-0.012629721d,0.031740483d,-0.039717149d,-0.031075761d,0.006605676d,-0.008641388d,-0.032239024d,0.037722982d,-0.03705826d,-0.024096178d,0.001911076d,0.018196769d,-0.007353489d,-0.011300277d,-0.029081594d,0.004590738d,-0.018030589d,-0.026588887d,0.010261648d,0.038221523d,0.008392117d,-0.01213118d,0.018362951d,-0.034731735d,-0.017781317d,-0.011632638d,0.005255459d,0.000851675d,0.014208436d,-0.000039922d,-0.000228498d,0.014790068d,0.00913993d,0.0004544d,-0.011798819d,-0.020440206d,0.005899409d,0.008350573d,0.006314861d,0.040548053d,0.003427474d,-0.010801735d,0.008599843d,0.002586185d,-0.041212775d,-0.016368784d,0.020024756d,0.000965924d,-0.021021837d,-0.008475208d,0.0307434d,0.00760276d,0.003614427d,0.003489791d,-0.025924165d,0.000799744d,0.013460624d,-0.020440206d,0.048857078d,0.004320694d,-0.048857078d,0.015039339d,-0.029580137d,0.025924165d,0.018861491d,-0.014706978d,0.000576439d,-0.031241942d,0.0307434d,0.0153717d,0.014706978d,0.028084511d,-0.01238045d,-0.031241942d,0.018196769d,-0.034897912d,0.008142847d,0.010718645d,0.00922302d,0.047859997d,-0.00072704d,-0.010427829d,0.007104218d,0.026256526d,0.012214269d,-0.013377533d,-0.05184833d,0.005276232d,0.021935832d,-0.007021128d,0.009804652d,0.007893575d,0.024096178d,-0.002357686d,0.033900831d,-0.031740483d,0.034565553d,-0.036892079d,-0.015454791d,0.030411039d,0.010552464d,-0.022268193d,-0.001391762d,-0.008184392d,-0.008558298d,0.008475208d,-0.009929287d,0.010427829d,0.041378956d,-0.009555381d,-0.008724478d,-0.039052427d,0.034731735d,-0.014291527d,0.023099095d,0.029081594d,0.007519669d,0.010967916d,-0.008142847d,0.006190225d,-0.031075761d,0.033734649d,-0.001672192d,0.047859997d,-0.022434372d,-0.007395034d,0.01213118d,0.056169022d,0.002762751d,-0.029413955d,-0.000763392d,-0.015787151d,0.010801735d,0.008142847d,0.029912498d,-0.0018176d,0.033236109d,-0.046198189d,-0.002492708d,-0.006730312d,0.008807569d,-0.03655972d,0.009430746d,-0.053842496d,-0.060489718d,0.046862911d,0.002783524d,-0.0187784d,0.000571246d,0.00760276d,0.002482322d,0.001319058d,-0.014291527d,0.001464466d,-0.011632638d,-0.012463541d,-0.004902326d,0.000841289d,0.006688767d,0.030244859d,0.018944582d,0.000532297d,-0.015620971d,0.007104218d,0.005608593d,0.002035712d,-0.023763817d,0.003032795d,0.010594009d,-0.023597637d,-0.042376038d,-0.005255459d,0.001199616d,-0.0247609d,-0.007893575d,-0.011632638d,0.013045172d,-0.005691683d,-0.007104218d,0.027419789d,-0.004320694d,-0.005525503d,-0.026090344d,0.031408124d,-0.012795902d,-0.007062673d,0.000939959d,0.000030185d,0.004175286d,0.014291527d,0.033236109d,-0.038720068d,0.074116521d,-0.019692395d,0.001589101d,0.013792985d,-0.056169022d,-0.028749233d,-0.001599488d,0.004175286d,0.014790068d,0.00162026d,-0.007519669d,-0.041378956d,0.016534964d,-0.003572882d,-0.002575798d,-0.019526213d,-0.00922302d,-0.033900831d,-0.042043675d,-0.014208436d,0.010178559d,0.017698228d,0.032239024d,0.00913993d,0.009264565d,-0.012463541d,-0.005857864d,-0.015870241d,0.004486875d,0.018861491d,-0.000176567d,-0.029912498d,0.016784234d,0.012546631d,0.051183607d,0.023597637d,0.032903746d,0.0153717d,-0.013377533d,-0.000016634d,-0.061486799d,-0.034565553d,0.016119512d,0.00380138d,-0.003863698d,0.004362239d,-0.017532047d,-0.002762751d,0.000102565d,-0.021437289d,0.029247776d,-0.010718645d,-0.015870241d,-0.016285693d,0.010220103d,-0.000373906d,0.012962082d,0.010137013d,-0.007228854d,0.02127111d,-0.029247776d,0.018113678d,0.009181475d,0.002233051d,0.014374617d,-0.00396756d,0.010801735d,0.007644305d,0.020855658d,0.014790068d,0.032737568d,-0.037390623d,0.003032795d,0.010801735d,-0.01553788d,-0.014790068d,0.019526213d,-0.017947499d,-0.007893575d,-0.011964999d,-0.00614868d,-0.005857864d,-0.032072846d,-0.025924165d,0.001163264d,-0.013294443d,-0.01553788d,0.016701145d,-0.013460624d,-0.001111332d,0.00760276d,0.01553788d,-0.033734649d,0.048192356d,-0.003282066d,0.031906664d,0.002845842d,0.003240521d,0.017116595d,-0.01827986d,0.006896493d,-0.00760276d,-0.009680017d,-0.02459472d,-0.020689478d,-0.053510133d,0.00614868d,-0.010552464d,-0.032405205d,-0.0307434d,0.025093261d,0.003635199d,-0.008101301d,-0.00606559d,-0.007436579d,0.00606559d,-0.012962082d,0.026921248d,0.009098385d,0.046530552d,-0.011632638d,0.032571387d,-0.033900831d,0.009846197d,0.002866614d,0.032903746d,0.008973749d,0.012712811d,0.040049512d,0.013626805d,-0.026256526d,-0.031408124d,0.036227357d,0.011964999d,-0.006024044d,-0.001848759d,0.015704062d,-0.021188019d,-0.035064094d,-0.013377533d,-0.009721561d,-0.01553788d,0.008766023d,0.005400868d,0.004507647d,-0.018362951d,-0.026588887d,-0.00913993d,-0.025591804d,0.035894997d,0.021935832d,-0.031906664d,-0.000602404d,0.026422706d,-0.006397951d,0.006647222d,0.0093892d,0.020606387d,0.00913993d,0.015620971d,-0.024096178d,0.00063616d,-0.006564131d,0.01238045d,-0.013709894d,0.000563456d,-0.009887742d,0.016618054d,-0.003323611d,0.000451803d,0.001609874d,0.008682934d,0.025259443d,0.020024756d,-0.027253609d,0.010884825d,0.028250692d,-0.054839578d,0.033568468d,-0.004902326d,0.003053567d,0.020274026d,-0.015704062d,-0.00614868d,-0.063813329d,0.002482322d,0.009763107d,-0.001609874d,-0.012214269d,0.020107845d,0.001921462d,0.018695312d,-0.004923099d,0.007270399d,-0.023763817d,0.005234687d,0.003406701d,0.002565412d,0.007104218d,0.000841289d,0.016202603d,0.01827986d,-0.031075761d,-0.035562634d,-0.025259443d,-0.007021128d,0.000641353d,-0.033069927d,0.010718645d,0.005650138d,0.024927082d,-0.002658889d,0.00380138d,0.009929287d,-0.004258377d,-0.039717149d,-0.022434372d,0.025425622d,0.00198378d,0.006356406d,0.017615138d,-0.032072846d,0.046862911d,-0.026921248d,0.005940954d,0.021603471d,-0.002253824d,0.002825069d,-0.030411039d,-0.003115885d,0.023597637d,-0.004320694d,-0.007852031d,0.018030589d,-0.008724478d,-0.005733229d,0.032903746d,0.013876075d,0.015454791d,-0.023597637d,0.005151597d,-0.035396457d,0.02176965d,-0.012463541d,0.025591804d,0.014540797d,-0.027918331d,0.004154514d,0.008724478d,0.016036423d,-0.015870241d,0.005400868d,-0.017365867d,-0.044868745d,-0.000485559d,0.020357117d,-0.00760276d,-0.023265276d,-0.012048089d,0.008433662d,0.018362951d,-0.006979583d,0.0307434d,0.008392117d,0.027087428d,-0.019360034d,0.016119512d,0.02127111d,0.010801735d,0.00299125d,0.002949705d,0.012463541d,-0.000025966d,0.015953332d,0.029413955d,0.020024756d,0.003780607d,0.022102011d,-0.031740483d,0.01553788d,0.010386284d,0.028749233d,-0.010884825d,0.008682934d,-0.003531337d,-0.05517194d,-0.019360034d,-0.009347656d,-0.002025325d,0.003261293d,-0.025425622d,-0.01553788d,-0.000251867d,0.014291527d,0.012546631d,0.035728816d,-0.007062673d,-0.006605676d,0.000384293d,-0.005047734d,-0.032571387d,-0.021188019d,-0.02127111d,-0.016036423d,0.008475208d,-0.004009106d,0.014291527d,-0.008101301d,0.004424557d,-0.038221523d,-0.019360034d,0.015039339d,-0.015454791d,-0.029580137d,0.035728816d,0.004466102d,-0.000778971d,-0.005068507d,-0.017781317d,0.00477769d,0.001838372d,0.030244859d,0.01213118d,-0.022932915d,-0.005359322d,0.037390623d,0.005899409d,0.002046098d,0.037889164d,0.016701145d,0.010303194d,0.02127111d,-0.009513836d,-0.022268193d,-0.005650138d,-0.00388447d,0.016534964d,-0.023265276d,-0.00054528d,0.004819236d,0.004715373d,-0.001178843d,-0.051183607d,-0.00614868d,-0.010552464d,-0.002741979d,-0.009181475d,0.023597637d,0.019193852d,0.017199686d,-0.036393538d,-0.00243039d,-0.015870241d,-0.014706978d,-0.00145408d,0.016368784d,-0.011632638d,-0.014623888d,-0.01229736d,-0.01553788d,0.040880412d,0.023929998d,-0.014623888d,0.002648502d,0.031906664d,-0.033734649d,-0.026755067d,0.002783524d,0.005359322d,0.009970833d,0.001412535d,0.016950415d,0.016285693d,-0.006730312d,-0.02459472d,0.050851244d,-0.001827986d,-0.020855658d,0.020938748d,0.004071423d,-0.021603471d,-0.007852031d,-0.023929998d,-0.029912498d,-0.003365156d,0.017365867d,-0.010427829d,-0.011715728d,0.014956249d,0.011383367d,0.032405205d,-0.028583053d,-0.017448956d,0.018446039d,0.017615138d,0.035728816d,-0.010095468d,-0.00254464d,0.010012378d,0.028250692d,-0.020855658d,-0.002305755d,-0.001002276d,-0.014125346d,-0.007021128d,-0.028583053d,-0.045533467d,-0.02758597d,-0.020440206d,0.001350217d,0.010053922d,0.020689478d,-0.017615138d,0.026422706d,0.040880412d,0.012463541d,-0.010718645d,-0.014706978d,0.068134025d,0.038720068d,0.047859997d,-0.012546631d,0.015704062d,-0.002087643d,-0.010303194d,0.014790068d,0.018612221d,0.007395034d,-0.014790068d,-0.017864408d,-0.005068507d,-0.054507218d,0.004902326d,-0.004050651d,0.021603471d,0.019775484d,-0.024262359d,-0.012795902d,0.021935832d,-0.004009106d,-0.039717149d,0.037556801d,-0.016701145d,-0.025757983d,0.005483958d,-0.005110051d,-0.021935832d,-0.003406701d,0.010594009d,0.015787151d,-0.049854163d,0.007727395d,-0.008392117d,-0.017199686d,0.009970833d,-0.008849114d,-0.013876075d,-0.0059825d,-0.015870241d,-0.007104218d,0.028250692d,-0.029081594d,0.026921248d,0.00299125d,-0.017781317d,0.042542219d,0.018196769d,0.052845411d,-0.004819236d,-0.014125346d,0.02459472d,-0.011715728d,0.015787151d,-0.005774774d,0.004902326d,-0.004964644d,-0.02758597d,-0.013959166d,-0.033568468d,-0.027918331d,-0.017698228d,0.003489791d,-0.020024756d,-0.021603471d,0.019360034d,0.028084511d,-0.002503094d,-0.018861491d,-0.002295369d,0.050851244d,-0.020689478d,-0.000459593d,-0.026090344d,0.002783524d,-0.005899409d,-0.026921248d,-0.0093892d,-0.004112968d,0.031574301d,0.003926015d,-0.032903746d,-0.046198189d,-0.019027673d,-0.00913993d,0.030411039d,-0.019443123d,0.001963008d,-0.005193142d,0.010884825d,-0.02127111d,-0.025259443d,0.032737568d,0.00089322d,0.003282066d,0.001713737d,-0.006439496d,0.016867325d,-0.031574301d,0.031075761d,-0.009970833d,0.022600554d,-0.023597637d,-0.014956249d,0.004009106d,0.00198378d,0.026588887d,-0.023431456d,-0.023763817d,-0.013294443d,-0.029746316d,0.001381376d,-0.042874578d,-0.00913993d,0.014873158d,0.016202603d,0.012878992d,-0.006024044d,0.009638472d,0.010552464d,-0.017033506d,-0.027087428d,0.044536386d,-0.038055345d,0.001329444d,-0.019609304d,0.023597637d,-0.043206941d,0.040049512d,0.017615138d,0.046862911d,0.02127111d,0.013294443d,-0.039550968d,-0.018861491d,-0.019609304d,-0.033734649d,0.00623177d,-0.017199686d,0.041212775d,-0.017781317d,-0.024262359d,0.054507218d,-0.009721561d,0.005816319d,-0.00206687d,-0.008766023d,0.017365867d,-0.000737426d,0.018362951d,-0.023597637d,-0.019110762d,0.021935832d,0.041545134d,-0.020357117d,-0.017615138d,0.044868745d,-0.018030589d,-0.032405205d,-0.050186522d,-0.014540797d,0.005213914d,-0.006688767d,0.047527634d,0.040714234d));
34       String indexName = "vector_index";
35       FieldSearchPath fieldSearchPath = fieldPath("plot_embedding_voyage_3_large");
36       int limit = 10;
37       int numCandidates = 150;
38       
39       // define pipeline 
40       List<Bson> pipeline = asList(
41         vectorSearch(
42           fieldSearchPath,
43           queryVector,
44           indexName,
45           limit,
46           approximateVectorSearchOptions(numCandidates)),
47         project(
48           fields(exclude("_id"), include("title"), include("plot"),
49           metaVectorSearchScore("score"))));
50       
51       // run query and print results
52       collection.aggregate(pipeline)
53         .forEach(doc -> System.out.println(doc.toJson()));	
54     }
55   }
56 }

1 {"plot": "At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.", "title": "About Time", "score": 0.7710106372833252}
2 {"plot": "A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.", "title": "Retroactive", "score": 0.760047972202301}
3 {"plot": "A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...", "title": "A.P.E.X.", "score": 0.7576861381530762}
4 {"plot": "An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.", "title": "Timecop", "score": 0.7576561570167542}
5 {"plot": "After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.", "title": "Back to the Future Part II", "score": 0.7521393895149231}
6 {"plot": "A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.", "title": "Thrill Seekers", "score": 0.7509932518005371}
7 {"plot": "Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...", "title": "Timerider: The Adventure of Lyle Swann", "score": 0.7502642869949341}
8 {"plot": "Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.", "title": "The Time Machine", "score": 0.7502503395080566}
9 {"plot": "A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.", "title": "The Time Traveler's Wife", "score": 0.749496340751648}
10 {"plot": "A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.", "title": "The Final Countdown", "score": 0.7469133734703064}

Exclua o campo _id e inclua apenas os campos plot, title e year nos resultados.
Adicione um campo denominado score que mostra a pontuação do Atlas Vector Search dos documentos nos resultados.

1 import static com.mongodb.client.model.Aggregates.*;  
2 import static com.mongodb.client.model.Projections.*;  
3 import static com.mongodb.client.model.search.SearchPath.fieldPath;  
4 import static java.util.Arrays.asList;  
5 import static com.mongodb.client.model.Filters.*;  
6   
7 import com.mongodb.client.MongoClient;  
8 import com.mongodb.client.MongoClients;  
9 import com.mongodb.client.MongoCollection;  
10 import com.mongodb.client.MongoDatabase;  
11 import com.mongodb.client.model.search.FieldSearchPath;  
12 import com.mongodb.client.model.search.VectorSearchOptions;  
13 import org.bson.Document;  
14 import org.bson.conversions.Bson;  
15   
16 import java.util.List;  
17   
18 public class FilterQuery {  
19     public static void main(String[] args) {  
20         // Specify connection URI  
21         String uri = "<connection-string>";
22   
23         // Establish connection and set namespace  
24         try (MongoClient mongoClient = MongoClients.create(uri)) {  
25             MongoDatabase database = mongoClient.getDatabase("sample_mflix");  
26             MongoCollection<Document> collection = database.getCollection("embedded_movies");  
27   
28             // Parameters  
29             List<Double> queryVector = asList(-0.021090532,-0.026399033,-0.024103465,-0.025538195,-0.000549233,0.011836523,-0.013199517,-0.003766167,-0.005165028,-0.02238179,0.037876874,0.010617003,0.010903949,-0.001354026,0.006850836,-0.018005863,-0.02195137,0.019512329,-0.041894119,-0.008357302,0.027546817,-0.025251249,0.004340059,-0.02195137,-0.003748232,-0.006205208,0.021377478,0.008931194,-0.00173961,-0.009827901,-0.016642869,-0.033572685,-0.026399033,0.015208139,0.010114847,-0.0233861,-0.011406104,-0.033142265,-0.008895326,-0.014347301,-0.019081909,-0.049067769,0.034433521,-0.023673046,0.004160717,-0.01334299,-0.06714537,0.032568373,-0.022525262,-0.024677357,0.011334368,0.027403345,0.026399033,-0.016786342,-0.015925504,0.013916882,-0.005487842,-0.0233861,0.026542507,-0.052798066,-0.025681669,-0.025394723,0.014203828,0.014921193,-0.031564061,0.010760476,0.010688739,0.013916882,-0.037876874,0.039598551,-0.000816003,0.003766167,-0.001694775,0.026972925,-0.009469219,0.015351612,-0.007245387,0.028981548,-0.035724778,0.010688739,0.001228488,0.004106915,-0.024677357,0.028551128,-0.033716157,-0.013486463,0.018292809,-0.018221073,0.009612692,-0.003622693,-0.001138817,-0.021234006,-0.045624416,0.020803586,0.007675806,-0.009612692,-0.021664424,-0.026685979,-0.025968615,0.001775478,-0.007496465,0.02051664,-0.054519743,0.018221073,0.014132091,-0.009684428,-0.025825141,-0.014921193,-0.057389203,-0.020660114,-0.028264182,-0.008931194,-0.019942747,-0.003228143,-0.014419037,0.021234006,-0.004573202,0.007317123,0.018651491,-0.016571132,-0.036155198,-0.032855317,0.000726332,-0.031851009,0.018938437,0.021234006,-0.048206929,0.017934127,-0.013414727,-0.009469219,0.064849801,0.006348681,-0.039024659,0.021377478,-0.022668736,-0.026829453,-0.019081909,0.027977237,-0.004627005,-0.038450766,0.004465597,-0.041894119,0.008213829,0.03055975,0.052224174,-0.00277979,-0.032137953,-0.013629936,0.022094844,-0.005918262,0.020660114,0.010617003,-0.020373167,-0.001614071,0.021090532,-0.005523711,0.004878082,-0.021090532,0.029698912,0.000726332,0.003371616,-0.022238316,0.008715985,0.038737711,0.013486463,-0.008536644,0.040172443,0.017503707,-0.028838074,0.061693393,-0.003066736,0.008285566,-0.034576993,0.01578203,-0.02238179,0.015925504,0.066571474,-0.038737711,-0.050215553,0.009325746,-0.010903949,-0.041607171,-0.006384549,0.026972925,-0.000119374,-0.003066736,-0.024103465,0.005093292,0.028981548,0.026829453,-0.001703742,0.043041904,0.010186584,0.010688739,0.004357993,-0.016571132,-0.010545266,-0.033142265,-0.005559579,-0.000365408,-0.00717365,0.019655801,0.047633037,0.044476632,0.01456251,-0.002977065,0.025681669,-0.015423348,-0.02051664,-0.019512329,0.014705983,0.002977065,0.03055975,-0.014347301,0.024390411,0.005882393,-0.012195205,0.004071047,-0.028694602,0.031277116,-0.010114847,0.005272633,0.017934127,0.037589926,-0.046198308,-0.02195137,-0.037876874,0.021234006,-0.034720469,-0.018005863,0.03055975,-0.015495085,-0.035150886,0.004178651,0.005882393,0.075753748,0.00595413,-0.083214343,-0.016284186,0.022238316,-0.032998793,-0.00491395,-0.009254009,-0.007819279,0.046198308,-0.008464907,0.014634247,0.031707536,-0.00317434,-0.026255561,-0.010617003,-0.033285737,0.020086221,-0.016858079,-0.012195205,-0.041894119,0.000721849,0.038163818,0.02238179,0.011406104,0.010330057,0.032137953,-0.01047353,0.039311603,-0.01291257,-0.03099017,-0.018938437,-0.013271254,-0.001820314,-0.005380238,0.003299879,-0.024533885,-0.001093982,0.012123469,-0.005236765,0.014132091,-0.018221073,0.013629936,0.022238316,-0.00317434,0.034003101,0.019081909,0.008034488,-0.02912502,0.026542507,-0.011334368,-0.077475421,0.038163818,-0.003568891,0.019081909,0.019512329,0.002385239,-0.032568373,-0.020373167,0.038737711,-0.013773409,0.01621245,-0.028407656,-0.021090532,-0.004411795,-0.013916882,-0.001533368,0.004322124,-0.024820831,0.004627005,-0.004591136,0.014849456,-0.014275564,-0.020229694,0.0233861,0.015566821,0.022525262,-0.024390411,-0.028694602,0.001766511,-0.036011726,0.006456285,-0.011262631,0.005523711,0.012266942,-0.019225383,-0.015423348,0.011836523,-0.011334368,-0.009827901,-0.011119158,0.007030177,0.00277979,0.004537334,-0.016571132,0.013127781,-0.013701673,-0.016571132,0.002941197,0.000959476,-0.004483532,0.010760476,0.043041904,-0.032568373,-0.015423348,0.006169339,-0.02094706,-0.050215553,0.012769097,0.015495085,0.001318158,0.00164994,-0.045337472,0.001533368,0.005595447,0.039311603,-0.030703224,0.023242628,-0.008787721,-0.021234006,-0.021234006,-0.001524401,0.007281255,0.01334299,0.00164994,-0.005451974,-0.011047422,-0.021234006,-0.033572685,-0.015423348,-0.005236765,0.025681669,-0.02051664,-0.024103465,-0.021377478,-0.00738886,-0.031707536,0.017790653,-0.026829453,0.007783411,-0.003335747,0.024677357,0.006384549,0.035724778,-0.004017244,-0.018651491,-0.014060355,-0.029842386,-0.012553888,0.006994309,-0.00317434,0.018292809,0.019942747,-0.01169305,0.002456975,0.010330057,-0.031707536,0.00799862,-0.019655801,-0.006205208,-0.012769097,-0.035294361,0.026112087,-0.004483532,0.02094706,0.019081909,0.001676841,-0.040746335,-0.004035179,-0.014992929,0.004375927,-0.049928606,-0.02051664,0.004268322,0.015351612,-0.037016038,-0.001452664,-0.021234006,-0.005738921,-0.051650282,-0.008285566,0.012840834,-0.015925504,0.018794963,-0.001228488,-0.035868254,-0.00347922,-0.003264011,0.002528712,0.01477772,-0.010545266,0.018221073,0.018149335,-0.028838074,-0.012984307,-0.037302982,-0.041607171,-0.043328848,-0.019799275,-0.019225383,-0.011047422,0.011908259,0.021664424,-0.012553888,0.004662873,0.005451974,-0.024533885,0.0067791,0.022812208,-0.037589926,-0.031564061,0.007101914,-0.00760407,-0.025107777,0.015566821,0.020803586,-0.033572685,0.062841177,0.034146577,-0.007532333,-0.001865149,-0.023673046,0.032424901,0.018508019,-0.005703052,-0.015853768,0.019655801,0.042181063,0.006671495,-0.004573202,0.024390411,0.009756165,-0.00029143,0.000107605,0.032711845,-0.005523711,-0.015566821,0.009110536,0.017216761,0.006241076,-0.003945508,0.007783411,0.024246939,0.048206929,0.00277979,-0.002367305,-0.05107639,-0.016284186,-0.016929815,0.016858079,0.000703914,-0.021234006,0.021234006,-0.014634247,0.001389895,0.008321434,-0.016499396,0.014921193,0.025394723,0.035437834,0.013486463,-0.022668736,-0.012338678,-0.034003101,-0.005559579,-0.008106225,0.023959992,-0.019368855,0.024533885,-0.000600793,0.009756165,-0.001936886,-0.014490774,0.018077599,0.004447663,0.011262631,-0.003658562,0.043328848,-0.018938437,0.00799862,-0.018221073,0.041320227,0.000363166,-0.003730298,0.002851526,-0.024103465,0.003515089,-0.0135582,-0.003497155,-0.006814968,0.014060355,0.027116399,-0.003192274,0.011406104,0.042468011,-0.036442146,-0.007245387,0.032424901,-0.038737711,0.008680117,-0.035581306,0.027546817,0.021664424,-0.000757717,-0.022238316,0.018221073,-0.006205208,0.005093292,0.001264356,-0.002116227,0.001098465,0.017431971,-0.042181063,0.010760476,0.033285737,0.002708053,-0.007352991,-0.009827901,-0.031994481,-0.020803586,0.009971374,-0.014849456,-0.003658562,0.024964303,-0.001793413,0.021090532,0.01578203,0.012984307,0.006922573,-0.032711845,-0.013701673,0.00390964,0.017503707,-0.015351612,0.006922573,0.028694602,0.012266942,-0.027259871,0.007675806,-0.002295568,-0.020086221,0.00595413,-0.027833764,0.001551302,0.008644248,-0.002187963,0.00040576,0.024964303,0.013916882,-0.015925504,0.014347301,-0.011549577,0.018938437,-0.032424901,0.003730298,0.003281945,0.032998793,0.005595447,0.025681669,0.011047422,0.026399033,0.02912502,-0.006241076,0.004627005,0.024390411,0.001542335,-0.034576993,0.011477841,-0.00491395,-0.014347301,0.023529572,-0.004770477,-0.014921193,-0.028264182,0.02812071,0.00164994,0.008680117,-0.005416106,0.035581306,-0.02812071,0.006097603,-0.016355922,-0.010114847,0.033142265,-0.021807898,0.001228488,-0.002170029,-0.032711845,0.018149335,0.014132091,0.03055975,0.031133642,-0.011979996,0.008967063,-0.013486463,-0.02812071,0.052224174,0.004124849,-0.008715985,-0.034863941,0.025251249,0.07977099,-0.000072297,-0.014705983,0.033142265,0.024103465,-0.004232454,-0.007496465,-0.024246939,-0.029698912,-0.009469219,0.010114847,0.001201586,0.00860838,0.012051732,-0.006025866,0.014490774,0.014992929,0.01169305,-0.003192274,0.005308501,0.0045194,0.017575443,0.001022245,-0.018794963,-0.001847215,0.011119158,0.02051664,-0.006886704,0.010330057,-0.003353682,0.018794963,0.013773409,0.026399033,0.007962752,-0.018221073,-0.012553888,-0.003586825,-0.002170029,0.047633037,0.011908259,0.007209518,0.045624416,0.028694602,0.004357993,0.023959992,0.004232454,0.009182272,0.003012933,0.035294361,-0.055954475,0.014849456,0.012553888,0.004340059,-0.000511123,-0.024390411,0.011406104,0.013127781,0.013629936,-0.011406104,0.002582514,-0.004555268,0.005559579,0.000569409,0.017934127,-0.014060355,0.02912502,0.003819969,0.011190895,-0.011262631,0.017001551,0.012553888,-0.02238179,0.024246939,0.032281429,0.032711845,-0.016714605,-0.021520952,0.016355922,-0.011334368,-0.003891705,-0.008572512,-0.016929815,0.0135582,-0.057963096,0.015566821,0.001856182,-0.002456975,-0.000766684,0.005380238,0.000923607,0.035581306,0.005272633,-0.009612692,0.018651491,-0.023959992,-0.001416796,0.033285737,-0.002725987,0.024533885,-0.010186584,0.003802035,-0.029268494,-0.011764786,0.003837903,0.022955682,0.053945851,-0.002232799,0.019512329,0.014419037,0.028407656,0.004985687,0.00210726,0.005774789,0.032568373,-0.024964303,0.019655801,-0.012123469,0.031994481,0.015638558,0.038450766,-0.011979996,0.033716157,0.019368855,0.017431971,0.022668736,0.015423348,-0.001927919,-0.001102949,0.028694602,-0.013701673,-0.036155198,-0.010688739,0.000535782,-0.021807898,-0.005200896,-0.040459387,0.007137782,-0.006492154,-0.00277979,0.020803586,0.027833764,-0.000780134,0.000600793,-0.025538195,-0.011764786,0.021090532,0.028694602,-0.016929815,-0.025251249,0.029268494,-0.013271254,0.014634247,0.000376617,-0.025251249,-0.026255561,-0.037302982,0.003138472,-0.024677357,-0.019799275,0.025825141,-0.040746335,0.002510778,-0.031851009,-0.014347301,-0.00158717,-0.046772201,-0.028838074,0.006635627,-0.001058113,0.014132091,-0.00286946,0.019368855,0.007281255,0.036155198,0.065710634,0.018794963,-0.029268494,0.003461286,0.012984307,0.006133471,0.003497155,0.046198308,-0.014132091,-0.010186584,0.028981548,-0.000286946,-0.003102604,0.011190895,0.014490774,-0.020660114,-0.00347922,-0.004842214,-0.000506639,0.002600448,0.017073289,-0.011836523,-0.026685979,-0.023959992,0.023673046,-0.006958441,0.040172443,-0.031133642,0.009182272,-0.015638558,-0.002421107,0.004555268,0.014705983,-0.028407656,-0.014921193,-0.015710294,-0.008751853,-0.006420417,-0.038450766,-0.011908259,0.006133471,0.002474909,-0.008070357,-0.01025832,-0.011119158,0.004465597,0.010903949,0.009074667,0.030703224,-0.019368855,-0.007891015,0.007675806,-0.005093292,0.023099154,0.022094844,0.00738886,0.007066045,-0.023242628,-0.020660114,0.009397482,-0.006635627,0.009540955,0.006348681,-0.013773409,-0.000186067,-0.021234006,-0.017145025,-0.007030177,0.010114847,0.024390411,-0.024964303,-0.041033279,0.0135582,0.014060355,0.008715985,0.018794963,-0.039598551,-0.015208139,0.027977237,0.020086221,0.012195205,-0.010760476,-0.025538195,0.025394723,0.012697361,-0.053371958,-0.008249698,0.005846525,-0.045624416,-0.027977237,-0.012410415,-0.02195137,-0.022955682,0.011477841,0.026972925,-0.031420588,-0.012051732,-0.015925504,-0.004322124,-0.017145025,0.012840834,0.01578203,-0.010186584,-0.00091464,-0.028264182,0.00369443,-0.029985858,-0.009899638,0.018794963,0.053945851,0.007317123,-0.020086221,0.008967063,-0.001506467,-0.006850836,0.011477841,-0.003120538,-0.005631316,-0.027977237,0.01047353,0.003120538,-0.001354026,-0.004160717,-0.004698741,-0.049067769,0.021807898,-0.037589926,0.03672909,-0.004878082,-0.006241076,0.000049879,0.014203828,-0.027259871,0.004196586,-0.002421107,0.008106225,-0.00760407,-0.003802035,-0.016140714,0.038737711,-0.010043111,-0.037589926,-0.062267285,-0.001506467,-0.006384549,-0.012697361,-0.011190895,-0.01578203,0.014132091,-0.02238179,-0.024677357,0.011621314,-0.028407656,0.010688739,0.039311603,0.009254009,-0.009612692,-0.040459387,0.021234006,0.007926884,-0.057102256,-0.045624416,0.003497155,-0.003120538,-0.015853768,-0.006528022,0.011334368,-0.008177961,-0.033716157,0.010114847,0.035868254,-0.021807898,-0.010975685,-0.039024659,0.021234006,0.001990688,-0.009756165,-0.003819969,-0.033142265,-0.035150886,0.028407656,0.007711674,0.018364545,0.005416106,0.010545266,-0.032281429,0.01291257,0.003102604,-0.009756165,0.05107639,-0.001080531,-0.043615796,0.025968615,0.012697361,0.024820831,0.024246939,-0.020086221,-0.012195205,0.00760407,0.009540955,-0.003802035,0.043328848,-0.010043111,0.003891705,-0.054519743,0.043041904,-0.032711845,0.024820831,0.018651491,-0.008357302,0.009540955,-0.003156406,-0.019081909,-0.025825141,-0.02912502,0.026255561,-0.017216761,0.010401793,-0.028551128,-0.005200896,0.012625624,-0.008142093,0.039311603,-0.00082497,-0.003784101,0.037876874,0.006599758,-0.021520952,0.047633037,0.012410415,-0.01477772,0.023529572,0.004985687,-0.031707536,0.007675806,-0.017934127,-0.034863941,0.018794963,-0.011119158,-0.027546817,0.009612692,0.00760407,0.057102256,0.006241076,0.007281255,-0.007675806,-0.008285566,0.012553888,-0.007245387,0.016284186,-0.024964303,0.007030177,-0.011836523,-0.045050524,0.021090532,-0.021664424,0.00369443,0.037016038,-0.010186584,-0.00656389,0.016355922,0.019225383,0.009002931,-0.008034488,-0.004555268,0.046772201,-0.014347301,0.014347301,-0.023959992,0.017790653,0.031133642,-0.025825141,0.035581306,-0.012769097,0.017360235,0.024677357,0.000046517,0.010903949,0.011262631,-0.000573892,0.026829453,-0.024820831,-0.001309191,0.008177961,-0.002143128,-0.018651491,-0.026685979,-0.040172443,-0.018651491,0.007568201,-0.018794963,0.003281945,-0.014347301,0.005738921,-0.020373167,-0.02051664,-0.028551128,-0.040172443,-0.017718917,0.046198308,0.003802035,-0.005523711,0.07345818,0.000412485,-0.025968615,0.024246939,-0.024964303,0.024820831,0.005882393,0.011190895,0.020086221,-0.029411966,-0.029842386,0.006922573,-0.004286256,0.0233861,-0.0135582,0.000551474,0.026255561,0.019799275,0.003568891,-0.025681669,-0.009469219,-0.002636316,0.013486463,0.050215553,-0.040459387,-0.003622693,0.019225383,-0.015853768,-0.017001551,0.028407656,0.02812071,0.01477772,-0.007209518,0.046198308,0.024246939,0.035868254,-0.019225383,-0.030272804,0.006599758,0.000473013,-0.018364545,0.033429209,-0.0233861,0.021664424,0.028694602,-0.009684428,-0.002815658,0.015136402,0.006994309,0.017360235,-0.027116399,0.042181063,-0.018794963,-0.037589926,-0.018508019,-0.012266942,-0.00277979,-0.01334299,-0.020373167,-0.004949819,-0.018651491,0.026829453,-0.011979996,0.00799862,0.040459387,-0.00738886,0.008249698,0.017718917,-0.042754956,-0.011119158,-0.043615796,-0.009325746,-0.009612692,-0.008285566,-0.008213829,0.012625624,0.000919124,-0.041033279,0.000636661,-0.045911364,-0.001909984,-0.016642869,0.013414727,0.03055975,-0.013414727,0.010186584,0.056241419,-0.008321434,-0.000200638,0.006205208,0.012625624,0.009756165,-0.035294361,0.034003101,-0.023529572,0.031564061,-0.026399033,0.029268494,0.001183652,0.01334299,0.004035179,-0.00491395,-0.002241766,-0.011764786,0.029268494,-0.011621314,0.037302982,-0.020086221,0.018651491,-0.01578203,-0.025825141,0.002528712,0.057102256,0.046198308,-0.006169339,0.008249698,0.009397482,-0.008142093,-0.037876874,-0.041607171,-0.01169305,-0.013773409,-0.020086221,-0.038737711,-0.019799275,-0.035437834,0.019368855,-0.001246422,-0.013845146,-0.037876874,-0.006814968,-0.003066736,0.003730298,0.016499396,0.012840834,0.02051664,-0.006994309,0.009182272,-0.00738886,-0.000193913,-0.037016038,0.007281255,-0.016427658,-0.003568891,0.02912502,0.021807898,0.02912502,0.004124849,-0.012625624,0.02195137,-0.036155198,0.011334368,0.018651491,0.040459387,0.006205208,0.015064666,-0.023959992,0.017360235,-0.000567167,0.032998793,-0.023099154,0.075753748,-0.038737711,-0.005057423,-0.019799275,0.014849456,-0.050215553,-0.001111916,-0.006169339,0.009469219,-0.019081909,-0.013127781,-0.028838074,-0.013414727,-0.008213829,0.006312812,-0.008177961,-0.021664424,-0.010832212,-0.012697361,0.014634247,0.004393861,-0.045337472,-0.010975685,-0.030703224,-0.003228143,-0.014849456,-0.034003101,0.009612692,-0.004806346,-0.006492154,0.018938437,0.00277979,0.023816518,-0.003407484,-0.01169305,0.006276944,-0.024820831,0.00189205,0.006814968,-0.019655801,0.035294361,0.009038799,0.006922573,0.011334368,-0.018651491,-0.009899638,0.029985858,-0.008285566,-0.013845146,0.032424901,-0.024533885,-0.024677357,0.031420588,0.003604759,0.004232454,0.01578203,-0.025107777,0.003784101,0.006276944,-0.010832212,0.009074667,-0.040172443,0.048780821,0.02094706,-0.009110536,0.008680117,-0.014132091,0.023816518,0.012051732,-0.012123469,-0.032998793,-0.032424901,-0.021664424,-0.025538195,-0.01047353,0.009002931,-0.039311603,-0.004806346,0.023673046,-0.012123469,-0.006850836,-0.030272804,0.043615796,0.002456975,0.001273323,-0.007711674,-0.008177961,0.06714537,-0.043615796,0.017216761,0.00882359,-0.005416106,-0.014060355,0.034146577,-0.022812208,-0.009899638,-0.00390964,-0.032137953,0.007245387,0.047633037,-0.007352991,0.006097603,-0.019225383,-0.027833764,-0.010545266,0.002905329,-0.002797724,0.038450766,-0.013629936,-0.008106225,-0.001143301,-0.000014361,-0.043328848,0.029698912,0.027690291,0.002143128,0.012051732,-0.02812071,0.024677357,-0.012984307,0.008715985,-0.005523711,0.039024659,-0.020373167,-0.028838074,0.026972925,0.018364545,-0.010114847,-0.011406104,0.033572685,-0.028838074,0.024677357,-0.011836523,-0.009612692,-0.03672909,0.025107777,-0.025251249,-0.009182272,0.002618382,0.030416278,-0.003210209,0.033859629,-0.015208139,-0.015279875,0.010975685,0.014132091,-0.010545266,-0.002600448,0.003945508,-0.001990688,-0.008859458,0.024533885,0.027116399,-0.005487842,-0.028551128,0.008321434,0.016714605,0.010617003,0.043328848,0.025251249,-0.033429209,0.005667184,-0.012840834,0.037589926,-0.012482151,0.002546646,0.01477772,-0.003120538,0.012984307,-0.054232799,-0.013199517,-0.029985858,-0.023673046,-0.014992929,-0.010760476,0.0233861,-0.02912502,-0.020803586,-0.010545266,0.022238316,0.005021555,0.041033279,0.016140714,-0.006097603,0.015351612,-0.017790653,-0.007675806,-0.032281429,-0.012338678,0.02955544,-0.016427658,0.039885495,0.001192619,-0.006241076,-0.000663563,-0.008070357,-0.001452664,0.025681669,-0.020803586,-0.010401793,0.001443697,0.012410415,0.007926884,-0.034003101,0.017360235,0.000999828,0.019799275,-0.001102949,0.005918262,0.010545266,-0.023529572,0.016714605,0.016571132,0.003604759,0.016140714,-0.020660114,-0.007101914,0.014132091,-0.035437834,-0.018938437,0.019225383,-0.006886704,-0.03629867,0.010545266,-0.017216761,0.005595447,-0.022812208,0.009971374,0.003371616,-0.022955682,-0.013701673,-0.019368855,-0.022238316,0.004627005,0.008213829,0.002600448,0.012769097,-0.027116399,0.015279875,-0.017073289,-0.019512329,-0.010043111,0.003120538,0.0045194,-0.024246939,0.010903949,0.001667874,-0.008895326,0.031277116,-0.016571132,-0.012266942,0.006348681,0.048493877,-0.010186584,0.001506467,0.022955682,-0.012625624,0.018938437,-0.004698741,-0.009002931,0.008249698,0.035724778,0.002887394,-0.00399931,0.007747543,-0.000780134,-0.001389895,-0.003138472,-0.016284186,-0.041033279,-0.018364545,-0.001847215,-0.011190895,0.006061735,-0.044189688,0.033859629,-0.010043111,0.040172443,-0.025251249,-0.006241076,-0.01621245,-0.028694602,-0.001345059,-0.021377478,0.037876874,0.007675806,0.006528022,0.019942747,-0.006133471,0.014275564,-0.005380238,-0.043328848,-0.05825004,0.019512329,-0.00090119,-0.018364545,-0.023099154,-0.003407484,0.026829453,-0.06542369,-0.024677357,0.011262631,-0.002618382,-0.013916882,0.031133642,-0.016427658,-0.017934127,0.020086221,-0.009827901,0.009899638,0.011621314,-0.005308501,0.021377478,-0.011621314,0.009971374,-0.037876874,-0.013916882,0.014419037,-0.001748577,0.014132091,-0.026972925,0.002725987,-0.03672909,-0.004017244,0.005738921,0.001748577,-0.014921193,-0.013127781,0.033572685,-0.022094844,-0.038163818,-0.030129332,0.005057423,0.034576993,0.028264182,0.029698912,-0.003443352,0.022238316,-0.026255561,-0.029842386,0.001883083,-0.006241076,-0.032711845,0.008429039,0.019799275,0.015710294,-0.019368855,-0.00882359,-0.007101914,-0.013414727,-0.004698741,0.01477772,-0.015351612,-0.018508019,0.034290049,-0.012984307,0.008859458,-0.010688739,-0.000573892,0.028694602,0.002313502,0.023959992,-0.013199517,-0.004770477,-0.035294361,0.003228143,0.004949819,-0.041033279,-0.015638558,0.02812071,0.009612692,-0.010760476,-0.005057423,0.010043111,-0.035868254,-0.003192274,0.016427658,-0.007711674,0.012051732,-0.013773409,0.034720469,0.00760407,0.009469219,0.012840834,-0.007962752,-0.024677357,0.006348681,-0.01334299,-0.00308467,0.012984307,0.015208139,0.02955544,0.002116227,0.000403518,-0.02195137,-0.015136402,0.002905329,0.008321434,-0.028981548,-0.035294361,-0.024533885,0.002994999,-0.017073289,-0.021664424,0.013414727,0.006384549,-0.024964303,0.018508019,0.002941197,0.01047353,-0.022668736,0.00421452,-0.034433521,0.005380238,-0.018938437,0.017001551,0.019081909,-0.002636316,-0.006456285,0.008644248,0.008859458,0.011190895,-0.00760407,0.006707363,0.007066045,-0.017718917,0.012195205,-0.037589926,-0.001013278,-0.002456975,-0.003658562,0.016499396,-0.00286946,0.002851526,-0.013414727,0.027977237,-0.040459387,-0.000515606,0.017431971,-0.00882359,0.029985858,-0.007532333,-0.01169305,-0.011836523,0.022525262,0.004627005,0.027403345,-0.010688739,-0.011334368,-0.031564061,-0.018221073,0.023959992,-0.016858079,0.045624416,0.017288497,-0.023529572,-0.016786342,0.042181063,0.003748232,-0.017288497,-0.008142093,-0.004268322,0.040172443,-0.019368855,0.006671495,-0.001488532,0.042754956,-0.020229694,-0.028694602,-0.041033279,0.01047353,0.004286256,0.004411795,-0.019081909,0.020803586,0.03672909,-0.008142093,-0.008751853,0.001640973,-0.014347301,-0.038450766,0.000522331,-0.020229694,-0.018508019,0.035581306,0.050789446,0.055093635,-0.021807898,0.038163818,-0.011262631,0.025251249,-0.034290049,0.045050524,0.0067791,-0.02094706,-0.048206929,0.008859458,0.007137782,-0.024677357,0.012769097,0.006025866,-0.035294361,0.009612692,-0.04476358,0.007675806,0.037876874,0.005236765,0.001156751,0.012625624,0.01025832,0.023529572,0.015423348,0.004160717,-0.021664424,-0.017862389,0.015925504,0.041033279,0.023242628,0.019512329,0.037876874,-0.018005863,-0.006635627,0.001981721,0.016571132,0.009540955,0.010114847,0.008715985,0.006599758,0.012410415,0.005236765,-0.014992929,0.03099017,-0.002797724,-0.039885495,0.05825004,0.000159165,0.016140714,0.043041904,-0.000887739,0.008034488,0.024964303,-0.028838074,-0.015638558,0.009182272,-0.033859629,-0.001963787,-0.008070357,-0.009612692,-0.012410415,0.003676496,-0.047633037,0.005236765,0.032711845,0.002439041,0.017073289,-0.011621314,-0.011764786,-0.018651491,0.003927574,0.002456975,-0.019225383,0.018938437,0.046198308,0.019081909,-0.045624416,-0.015423348,0.009182272,0.020086221,0.008393171,-0.003855837,-0.019942747,-0.02094706,0.000883256,0.015064666,-0.010688739,0.011119158,0.015495085,0.014490774,-0.022238316,0.012051732,0.012769097,-0.019081909,-0.005344369,-0.011621314,0.017145025,-0.008249698,-0.005344369,0.022812208,0.002286601,-0.009002931,0.028407656,-0.001865149,-0.013701673,-0.013845146,-0.006492154,0.022812208,-0.030416278,-0.035294361,-0.042754956,-0.016284186,0.007137782,0.002510778,0.008572512,-0.013701673,0.00656389,-0.006671495,0.012697361,-0.022238316,-0.001856182,0.006276944,0.006599758,0.008680117,-0.006133471,0.006958441,-0.023816518,0.008177961,0.009254009,0.003335747,-0.006635627,-0.015853768,0.007532333,-0.048206929,-0.05825004,-0.025394723,-0.031420588,-0.001049146,0.021377478,-0.023816518,-0.046198308,0.026112087,0.0045194,-0.028694602,-0.007747543,-0.024533885,-0.024677357,-0.032281429,0.018794963,-0.032711845,-0.009684428,0.011190895,-0.001380928,0.015279875,-0.025107777,-0.005738921,-0.004340059,-0.002170029,-0.017718917,-0.020373167,0.010186584,-0.009971374,-0.025394723,0.003622693,-0.048493877,0.015638558,-0.036155198,-0.016427658,-0.000600793,0.003281945,0.022094844,-0.009110536,-0.017145025,-0.023242628,-0.014921193,0.023673046,0.02195137,-0.025394723,0.003371616,-0.032998793,-0.000959476,-0.037589926,-0.013271254,-0.04476358,-0.015423348,-0.018651491,-0.049067769,0.033429209,-0.002089326,-0.033716157,-0.000932575,-0.001080531,0.036155198,-0.004106915,0.005272633,-0.02195137,-0.010043111,-0.027403345,-0.035868254,0.006814968,0.039598551,0.037302982,-0.041320227,-0.025394723,-0.025394723,-0.000699431,0.003604759,0.016355922,-0.00799862,-0.006994309,0.035150886,0.020229694,-0.007747543,0.017647181,0.026399033,-0.030416278,-0.011908259,0.026542507,-0.012195205,0.034146577,-0.006169339,-0.008859458,0.0045194,0.019799275,-0.031277116,-0.022812208,0.007066045,0.039885495,0.001264356,-0.026542507,-0.016355922,0.002214865,-0.018938437,-0.02955544,-0.008070357,-0.006420417,-0.001389895,0.002241766,-0.018292809,0.016355922,-0.002134161,0.037302982,0.00180238,-0.013199517,-0.020086221,-0.011621314,0.021377478,-0.005272633,-0.02195137,-0.017216761,0.037876874,0.033142265,0.041607171,-0.011477841,0.031133642,-0.045050524,-0.003981376,-0.025394723,-0.031707536,0.024533885,0.032568373,0.028694602,-0.021090532,-0.019942747,0.054806691,-0.004483532,-0.020086221,-0.01599724,0.018651491,0.020373167,0.000504397,-0.007424728,-0.063702017,-0.014203828,0.030846696,-0.006599758,-0.027259871,-0.024103465,-0.020660114,-0.004985687,0.005559579,-0.034146577,-0.011549577,-0.00173961,0.008321434,0.007030177,-0.015638558);  
30             String indexName = "vector_index";  
31             FieldSearchPath fieldSearchPath = fieldPath("plot_embedding_voyage_3_large");  
32             long numCandidates = 150;  
33             long limit = 10;  
34   
35             // Define filter criteria  
36             Bson criteria = and(gt("year", 1955), lt("year", 1975));  
37   
38             // Create VectorSearchOptions  
39             VectorSearchOptions options = VectorSearchOptions.approximateVectorSearchOptions(numCandidates)  
40                 .filter(criteria);  
41   
42             // Define the pipeline  
43             List<Bson> pipeline = asList(  
44                 vectorSearch(  
45                     fieldSearchPath,  
46                     queryVector,  
47                     indexName,  
48                     limit,  
49                     options  
50                 ),  
51                 project(  
52                     fields(  
53                         exclude("_id"),  
54                         include("title"),  
55                         include("plot"),  
56                         include("year"),  
57                         metaVectorSearchScore("score")  
58                     )  
59                 )  
60             );  
61   
62             // Run query and print results  
63             collection.aggregate(pipeline).forEach(doc -> System.out.println(doc.toJson()));  
64         }  
65     }  
66 }

1 {"plot": "A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.", "title": "Chitty Chitty Bang Bang", "year": 1968, "score": 0.7489712834358215}
2 {"plot": "A pilot, stranded in the desert, meets a little boy who is a prince on a planet.", "title": "The Little Prince", "year": 1974, "score": 0.7346078753471375}
3 {"plot": "In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.", "title": "In Search of the Castaways", "year": 1962, "score": 0.7281590104103088}
4 {"plot": "An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.", "title": "Bedknobs and Broomsticks", "year": 1971, "score": 0.720349133014679}
5 {"plot": "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.", "title": "Pastoral Hide and Seek", "year": 1974, "score": 0.7195663452148438}
6 {"plot": "In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...", "title": "Peter Pan", "year": 1960, "score": 0.7195032238960266}
7 {"plot": "When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...", "title": "The Cowboys", "year": 1972, "score": 0.717952311038971}
8 {"plot": "When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.", "title": "The 7th Voyage of Sinbad", "year": 1958, "score": 0.7148033380508423}
9 {"plot": "A red balloon with a life of its own follows a little boy around the streets of Paris.", "title": "The Red Balloon", "year": 1956, "score": 0.7147064805030823}
10 {"plot": "This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...", "title": "Perri", "year": 1957, "score": 0.7120871543884277}

Dica

Exemplos adicionais de filtro

Excluir o campo _id e inclua somente os campos plot e title nos resultados.
Adicione um campo chamado score que exibe a pontuação da pesquisa vetorial para cada documento nos resultados.

1 const { MongoClient } = require("mongodb");
2 
3 // connect to your Atlas cluster
4 const uri = "<connection-string>";
5 
6 const client = new MongoClient(uri);
7 
8 async function run() {
9     try {
10         await client.connect();
11 
12         // set namespace
13         const database = client.db("sample_mflix");
14         const coll = database.collection("embedded_movies");
15 
16         // define pipeline
17         const agg = [
18             {
19               '$vectorSearch': {
20                 'index': 'vector_index',
21                 'path': 'plot_embedding_voyage_3_large',
22                 'queryVector': [
23                   -0.034731735,0.008558298,-0.0153717,-0.029912498,0.011549547,0.010261648,-0.011964999,-0.023265276,0.010303194,-0.006896493,-0.00054528,0.003926015,-0.025757983,0.027419789,0.001199616,-0.036227357,-0.005297005,0.021935832,0.010303194,-0.019193852,0.025093261,-0.040049512,-0.033900831,-0.011466458,-0.01827986,-0.0153717,0.023265276,0.007727395,0.000114249,0.005317777,-0.043871664,-0.02127111,-0.019609304,0.016368784,-0.004756918,0.003552109,0.006522586,-0.005400868,-0.015620971,-0.034565553,-0.018695312,-0.023099095,0.050851244,-0.034731735,0.004819236,0.022268193,-0.095719993,0.05517194,-0.046198189,-0.036393538,0.007187308,-0.02459472,-0.036725901,0.009472291,0.019027673,0.020938748,-0.011051006,0.027087428,0.04586583,-0.022600554,-0.05517194,0.044204023,0.01213118,0.047859997,-0.03938479,0.002928932,0.002056484,0.019443123,-0.028583053,0.013543714,0.022932915,0.011632638,0.004923099,0.000389486,0.020024756,-0.024096178,-0.022766734,0.011217186,-0.003198975,0.007104218,-0.047195274,-0.013377533,0.013294443,0.024096178,-0.056501385,-0.026755067,-0.008433662,-0.001911076,0.007976666,-0.008101301,-0.014042255,0.008641388,-0.02176965,0.010012378,-0.000607598,-0.024927082,0.024927082,-0.018612221,-0.001184036,0.005567048,0.001324251,-0.019526213,-0.023597637,0.060489718,-0.010178559,-0.019609304,0.004112968,-0.011217186,-0.031574301,-0.008766023,0.005483958,-0.061819162,-0.023431456,-0.040714234,0.015039339,0.026422706,0.016202603,0.004653055,0.041046593,-0.018030589,0.040381871,-0.002638116,0.013045172,0.004216831,0.005650138,0.027419789,0.003926015,-0.028749233,0.004798463,-0.030244859,0.063813329,0.007145763,-0.017448956,0.025591804,-0.045201108,0.010718645,0.002804297,0.014291527,0.04586583,-0.015205519,-0.021603471,-0.035230275,0.00760276,0.033236109,0.016534964,-0.043206941,-0.003115885,-0.026256526,0.005940954,0.016534964,0.024262359,-0.001630647,0.028084511,-0.012795902,0.007270399,0.001381376,-0.009763107,-0.006896493,0.008433662,-0.019360034,0.000386889,0.030411039,0.025591804,0.010469374,0.037722982,-0.001147684,-0.005400868,0.052845411,-0.052513052,0.00768585,-0.004299921,0.00922302,0.011881908,0.012962082,-0.068798743,0.003593654,0.020938748,-0.013792985,-0.034565553,-0.007519669,-0.04021569,-0.020689478,0.006273315,0.046862911,0.006107135,0.002638116,-0.013792985,-0.005400868,-0.020274026,0.007644305,-0.010801735,0.026422706,0.043871664,0.003780607,0.010261648,-0.064145692,0.011881908,-0.009056839,0.009347656,-0.02459472,0.026422706,0.033236109,0.041212775,0.019027673,-0.00315743,0.004424557,0.020689478,-0.0153717,-0.015205519,-0.034897912,0.020274026,0.016867325,0.040714234,-0.022766734,-0.010967916,0.026256526,0.007062673,-0.015953332,-0.007727395,0.031574301,-0.002887387,-0.00614868,0.004569965,0.019027673,0.012878992,0.011798819,0.004258377,-0.019193852,-0.021437289,-0.021603471,0.000301202,-0.051183607,-0.004985416,-0.030078677,0.012629721,0.065142773,-0.031740483,-0.021104928,-0.03938479,-0.003365156,-0.016036423,0.036393538,0.009804652,-0.018612221,0.060489718,-0.003697517,0.000547876,0.063480966,0.02758597,0.010053922,-0.003655972,-0.001485239,0.018362951,0.021104928,-0.003905243,0.019443123,-0.002658889,-0.00380138,-0.013626805,0.035894997,0.035396457,-0.005691683,0.002762751,0.012878992,-0.009596926,-0.009970833,-0.015953332,0.022434372,0.00614868,-0.021188019,0.001557943,-0.020190936,0.009763107,0.017448956,0.006730312,0.005567048,0.019692395,-0.00218112,-0.016867325,0.006854947,0.007976666,0.019193852,0.040880412,0.007353489,-0.02127111,-0.031906664,-0.026755067,-0.017947499,0.040381871,0.042209856,0.00913993,-0.0307434,-0.017781317,-0.015039339,0.03057722,0.017532047,0.0187784,-0.060822077,0.002928932,-0.026422706,-0.005899409,0.039717149,0.026588887,-0.000971118,0.004923099,-0.013626805,0.0187784,-0.031408124,-0.000695881,0.050851244,-0.014457707,-0.007311944,-0.001293092,-0.002139574,-0.019276943,0.00290816,0.019360034,-0.017781317,0.002160347,0.016618054,-0.006522586,0.011798819,0.029247776,-0.02775215,0.010344739,-0.018362951,-0.036725901,-0.015870241,0.015704062,-0.012463541,0.02459472,-0.024096178,0.001152877,-0.031408124,0.025425622,0.027087428,0.00922302,0.034565553,0.015704062,-0.020689478,-0.00517237,-0.014706978,-0.001589101,0.026090344,0.014956249,0.011715728,0.004299921,-0.00913993,0.022434372,-0.03705826,0.048524719,-0.030411039,0.008433662,0.017033506,-0.000511525,-0.031408124,0.005940954,-0.012962082,-0.031574301,0.017448956,0.010178559,-0.011383367,-0.020107845,-0.005151597,0.006647222,0.013128263,0.007145763,0.008059756,-0.045201108,-0.004943871,0.015787151,-0.045201108,-0.020772567,-0.020274026,0.028250692,-0.024262359,-0.004424557,0.009804652,0.000472576,-0.005691683,0.001443693,-0.013294443,0.001412535,0.013211353,-0.01213118,-0.002118802,0.017781317,-0.007353489,-0.031075761,-0.004923099,0.011383367,-0.004486875,-0.010178559,0.016618054,0.014457707,0.023763817,-0.02459472,-0.00388447,0.012546631,-0.007519669,0.015704062,-0.014291527,0.009680017,-0.035562634,0.023763817,0.053510133,-0.0555043,-0.003572882,0.022102011,0.021603471,-0.017282777,-0.001474852,-0.043539301,0.007810486,-0.025757983,-0.005400868,0.029912498,-0.00760276,0.014125346,0.030909581,-0.03340229,-0.009680017,0.018030589,0.008849114,0.03057722,0.019775484,0.014125346,0.031906664,-0.03057722,-0.027087428,-0.023597637,-0.022434372,-0.012878992,0.016285693,-0.021603471,-0.029746316,0.029746316,0.020357117,0.006314861,-0.001158071,0.028749233,-0.045201108,0.011383367,0.011134096,-0.021437289,-0.035728816,0.001827986,0.008267482,-0.057498466,0.01213118,-0.01213118,-0.040548053,0.010718645,0.004798463,-0.004881553,-0.019526213,-0.008558298,0.0059825,-0.000262254,-0.017615138,0.005193142,0.019692395,-0.00198378,-0.002845842,0.012546631,0.006107135,-0.008225936,-0.008890659,0.015870241,0.00517237,0.002596571,-0.010427829,-0.019110762,0.024262359,0.012048089,-0.032405205,0.006522586,0.013211353,0.013211353,-0.038221523,-0.007727395,-0.008267482,-0.019276943,0.001474852,0.031408124,-0.035562634,0.017532047,-0.023431456,-0.015454791,-0.011383367,0.016534964,-0.02176965,0.008682934,0.027253609,0.020190936,-0.0247609,-0.007311944,0.009555381,-0.01852913,-0.011632638,0.011549547,0.027419789,-0.034067012,-0.01229736,0.0307434,0.003946788,0.0046946,0.037722982,0.03057722,-0.010427829,0.002284982,0.033236109,0.030078677,-0.013377533,0.007395034,-0.012048089,0.040714234,-0.028749233,-0.000102565,-0.0059825,-0.041046593,0.017698228,-0.006356406,0.003178203,0.009056839,0.023099095,0.00606559,0.011881908,-0.02127111,-0.001126912,-0.027087428,0.011134096,0.001204809,-0.017033506,0.011051006,-0.014374617,0.017864408,0.023431456,-0.002077257,-0.026755067,-0.043871664,0.025757983,-0.006190225,0.001152877,0.011798819,-0.024262359,0.006564131,-0.070128188,-0.004362239,0.012962082,-0.013626805,-0.001402148,-0.012214269,0.011217186,-0.015953332,0.015787151,0.011134096,0.027253609,0.024262359,-0.048192356,0.009970833,0.018944582,-0.00517237,0.021935832,0.02775215,0.003406701,-0.010884825,0.075113602,-0.015953332,0.007727395,0.026755067,-0.006190225,-0.012712811,0.013377533,0.005940954,-0.008309027,0.02459472,0.002316141,-0.022434372,-0.012712811,0.03057722,-0.015787151,0.026755067,-0.001069787,0.03988333,-0.003697517,0.039550968,-0.019027673,-0.0059825,-0.00031029,-0.012546631,-0.003614427,0.007478124,0.005525503,0.032571387,-0.011798819,-0.011466458,-0.00606559,-0.011798819,0.018446039,0.007976666,0.018944582,-0.02176965,0.026588887,-0.006273315,-0.012463541,-0.007395034,0.012048089,-0.029247776,0.015454791,-0.007145763,0.006481041,-0.015620971,-0.00388447,-0.025757983,-0.001651419,-0.032903746,-0.005068507,0.03938479,0.003926015,0.004715373,0.022600554,-0.012546631,0.022932915,0.007810486,0.040714234,0.019941665,0.013543714,0.003406701,0.010884825,-0.03988333,0.042209856,-0.022766734,0.027419789,-0.029580137,0.043206941,0.022932915,0.021104928,-0.056833744,0.005193142,0.036061179,-0.012878992,0.008516753,-0.02758597,-0.030244859,-0.011798819,0.001111332,-0.014125346,-0.014125346,0.019027673,0.029081594,0.018861491,0.013626805,0.06846638,0.023099095,0.041378956,0.001599488,-0.028749233,0.017781317,0.016285693,0.021603471,-0.018113678,0.011300277,-0.032239024,0.022434372,-0.02459472,-0.013626805,0.005483958,0.013460624,-0.031574301,-0.015620971,0.016451873,0.014790068,-0.008849114,0.011134096,0.00461151,0.015122429,0.036227357,0.00206687,0.000877641,0.022102011,-0.028250692,0.022600554,-0.026422706,0.004029878,-0.032072846,0.017116595,0.010884825,0.019609304,0.00614868,0.005733229,0.016119512,0.002866614,-0.014540797,0.012463541,-0.003905243,0.003759835,-0.000485559,-0.022766734,-0.016285693,0.037722982,0.009513836,0.001506011,0.011964999,0.004029878,0.019941665,-0.000965924,0.002129188,0.015205519,0.071125269,0.022932915,0.005940954,-0.00044661,0.010220103,-0.03423319,-0.016285693,-0.016867325,-0.000659529,-0.008018211,-0.011383367,0.000016634,0.004071423,-0.029413955,0.019941665,-0.00913993,-0.024096178,0.010635555,0.010594009,0.001547556,0.036227357,-0.030078677,0.020772567,0.022268193,-0.014125346,0.008766023,-0.012962082,-0.007187308,0.017033506,-0.007187308,-0.015205519,-0.005608593,0.044536386,-0.001235968,0.007852031,0.001599488,0.005857864,-0.005940954,-0.010510919,-0.005567048,0.006730312,0.016285693,-0.010801735,-0.024428539,0.015122429,-0.02176965,0.01528861,-0.007436579,0.00226421,-0.004715373,0.004507647,0.004341467,0.005525503,-0.031075761,-0.005899409,0.037556801,0.014873158,-0.000342747,0.009970833,-0.019443123,0.023597637,-0.012048089,-0.025259443,0.006024044,-0.01827986,0.010012378,0.016784234,0.013211353,-0.005400868,-0.024428539,-0.02176965,-0.035230275,0.009347656,0.028583053,-0.015704062,-0.017781317,0.00226421,0.001199616,-0.003385928,0.008267482,0.002326528,0.022434372,-0.020190936,-0.015787151,0.000789358,0.031241942,0.011300277,0.001506011,-0.023265276,-0.010967916,0.009056839,0.011300277,-0.030244859,0.007478124,0.001111332,-0.035894997,0.0153717,0.002700434,0.021104928,0.010884825,-0.003344383,0.00768585,0.010386284,0.00452842,-0.014706978,0.028084511,0.013377533,0.014873158,0.046862911,-0.015454791,0.021188019,0.013959166,0.012629721,0.025924165,-0.018695312,-0.00922302,-0.0093892,0.007727395,0.036892079,0.007228854,-0.01229736,0.029247776,-0.004943871,-0.027253609,-0.008433662,0.043206941,0.002825069,0.028583053,-0.023431456,0.034897912,-0.041545134,-0.016534964,0.003053567,-0.012712811,0.002741979,-0.007187308,-0.025093261,-0.045201108,-0.004424557,-0.016618054,-0.008890659,0.008018211,-0.05184833,-0.019526213,-0.013377533,-0.010469374,0.030244859,-0.005068507,0.051183607,0.005483958,-0.006024044,0.035064094,-0.011134096,0.014956249,0.002284982,0.001724123,-0.01229736,0.012629721,0.010261648,0.014540797,0.048857078,-0.029580137,-0.024927082,-0.008350573,-0.03988333,0.000939959,0.013543714,0.013626805,-0.021437289,-0.012962082,0.006771857,0.013709894,-0.0059825,0.035396457,-0.006439496,-0.029580137,0.0046946,0.019609304,-0.007270399,0.014291527,-0.015620971,0.00118923,-0.00760276,-0.017199686,0.023265276,0.026588887,-0.030078677,-0.016701145,-0.025757983,0.004964644,0.026588887,0.043206941,0.011051006,-0.009846197,0.028915415,0.031574301,0.023763817,0.009264565,-0.008433662,-0.035064094,-0.000579035,-0.0247609,0.014125346,0.016618054,0.028749233,-0.052513052,-0.016867325,-0.01238045,0.002741979,0.013709894,0.010718645,0.013626805,0.009596926,-0.004403784,-0.02758597,-0.000945152,0.000420645,0.003759835,0.012546631,-0.011881908,0.008392117,0.012795902,0.005483958,-0.009763107,0.006397951,-0.010801735,0.012795902,-0.03938479,0.005733229,0.005733229,-0.000433627,0.015454791,0.002357686,-0.006564131,0.030244859,-0.024428539,0.016036423,0.014291527,-0.004964644,0.029413955,0.040381871,0.012629721,-0.033568468,-0.026422706,-0.037889164,-0.034399372,-0.03423319,0.021935832,0.004133741,-0.014623888,-0.013543714,-0.05517194,0.004736145,0.006314861,0.00006037,0.006356406,0.003323611,-0.010344739,0.007062673,0.005899409,-0.00623177,-0.001973394,-0.0555043,0.011881908,0.001350217,-0.033069927,-0.026921248,0.022268193,0.028583053,-0.021021837,0.010884825,0.019692395,-0.005442413,0.031574301,-0.014956249,0.01238045,-0.006356406,0.006273315,-0.003095113,-0.014540797,-0.02176965,0.005006189,-0.002658889,0.042542219,-0.02176965,0.017199686,-0.016701145,-0.001599488,0.016950415,-0.021188019,0.017864408,0.023763817,-0.000669915,0.025093261,0.021104928,0.008807569,0.037390623,-0.025591804,-0.003178203,-0.001319058,0.020523297,0.005255459,0.019276943,-0.00226421,0.00760276,-0.057166107,-0.006896493,-0.034067012,0.043871664,0.038221523,0.008101301,0.03988333,0.015870241,0.000955538,-0.004299921,-0.002928932,-0.002118802,-0.020523297,-0.001168457,-0.011134096,-0.000685495,0.003323611,0.011549547,0.034565553,0.029247776,-0.029746316,0.005213914,0.019110762,-0.003302838,0.026422706,0.028915415,-0.036227357,0.033236109,0.038387705,-0.035230275,0.004071423,-0.021935832,0.002928932,0.000976311,0.000527104,-0.006854947,-0.003822153,-0.001199616,0.019858574,-0.002762751,0.039052427,-0.008641388,0.032239024,-0.002295369,0.035396457,0.044536386,-0.029413955,0.025093261,-0.03423319,-0.016867325,-0.008849114,0.008433662,-0.004486875,0.017033506,0.006730312,-0.008599843,-0.008225936,-0.024428539,0.006564131,-0.007561215,-0.032072846,-0.019941665,0.035396457,0.019276943,0.010261648,0.005857864,0.032239024,-0.044204023,-0.018944582,0.002409618,0.032903746,0.05517194,-0.03655972,0.007976666,0.030909581,-0.023929998,0.016368784,0.01528861,-0.00768585,0.02176965,0.013626805,-0.02459472,0.04021569,-0.032737568,0.006854947,-0.011383367,0.014873158,-0.02176965,0.00243039,0.0093892,0.0093892,-0.029580137,0.019858574,0.01827986,0.024428539,0.017864408,-0.028250692,-0.001111332,0.056169022,0.007478124,-0.010718645,0.041046593,-0.015704062,0.034731735,0.002523867,-0.032571387,0.004341467,-0.023597637,-0.011881908,-0.035562634,0.006688767,0.007810486,-0.012712811,0.022600554,0.03057722,0.022600554,0.010552464,0.0307434,-0.009638472,0.02176965,-0.018030589,0.024262359,-0.036227357,-0.020772567,0.001641033,-0.022932915,-0.014623888,0.018362951,0.002575798,0.006190225,-0.011051006,0.021021837,0.019110762,0.02127111,-0.028583053,-0.052180689,-0.014291527,-0.010552464,0.036393538,0.042542219,-0.04586583,-0.001869531,0.008350573,-0.008516753,-0.020772567,0.000294711,0.015704062,-0.014457707,-0.020772567,0.008766023,-0.026588887,-0.004736145,-0.028084511,-0.007519669,0.010552464,-0.016534964,0.006190225,0.012962082,-0.016618054,0.012546631,0.02459472,0.022932915,0.020440206,-0.027918331,-0.008059756,0.020689478,-0.014623888,-0.011466458,-0.006896493,-0.020024756,-0.031408124,0.021603471,0.007270399,-0.03057722,0.008350573,-0.021437289,0.00072704,-0.043871664,0.006314861,-0.017199686,0.02176965,0.024262359,-0.020357117,-0.000542683,-0.005213914,0.001963008,-0.00064395,-0.022434372,0.022102011,-0.006688767,-0.028583053,0.002191506,-0.005047734,0.002368073,0.014956249,0.023929998,-0.003302838,-0.032239024,0.022268193,-0.013377533,-0.010801735,0.003676744,0.009015295,-0.039550968,0.010884825,-0.033568468,0.013709894,-0.029413955,-0.006356406,-0.020274026,0.023597637,0.030909581,0.02176965,0.016285693,0.045533467,-0.024096178,-0.030909581,-0.026422706,0.002783524,-0.010594009,0.004362239,-0.070792913,0.009472291,-0.022102011,0.011134096,-0.017448956,-0.011549547,-0.056833744,0.00082571,0.026588887,-0.013709894,0.002575798,0.02176965,-0.000568649,-0.007270399,0.004279149,-0.042874578,-0.026588887,0.016784234,0.036725901,-0.028915415,-0.009513836,0.017448956,0.002035712,-0.007228854,0.011383367,0.011134096,0.028915415,0.0153717,-0.027087428,0.043871664,-0.005089279,0.006314861,0.014291527,-0.003240521,0.025924165,-0.001230775,-0.015454791,-0.012629721,0.031740483,-0.039717149,-0.031075761,0.006605676,-0.008641388,-0.032239024,0.037722982,-0.03705826,-0.024096178,0.001911076,0.018196769,-0.007353489,-0.011300277,-0.029081594,0.004590738,-0.018030589,-0.026588887,0.010261648,0.038221523,0.008392117,-0.01213118,0.018362951,-0.034731735,-0.017781317,-0.011632638,0.005255459,0.000851675,0.014208436,-0.000039922,-0.000228498,0.014790068,0.00913993,0.0004544,-0.011798819,-0.020440206,0.005899409,0.008350573,0.006314861,0.040548053,0.003427474,-0.010801735,0.008599843,0.002586185,-0.041212775,-0.016368784,0.020024756,0.000965924,-0.021021837,-0.008475208,0.0307434,0.00760276,0.003614427,0.003489791,-0.025924165,0.000799744,0.013460624,-0.020440206,0.048857078,0.004320694,-0.048857078,0.015039339,-0.029580137,0.025924165,0.018861491,-0.014706978,0.000576439,-0.031241942,0.0307434,0.0153717,0.014706978,0.028084511,-0.01238045,-0.031241942,0.018196769,-0.034897912,0.008142847,0.010718645,0.00922302,0.047859997,-0.00072704,-0.010427829,0.007104218,0.026256526,0.012214269,-0.013377533,-0.05184833,0.005276232,0.021935832,-0.007021128,0.009804652,0.007893575,0.024096178,-0.002357686,0.033900831,-0.031740483,0.034565553,-0.036892079,-0.015454791,0.030411039,0.010552464,-0.022268193,-0.001391762,-0.008184392,-0.008558298,0.008475208,-0.009929287,0.010427829,0.041378956,-0.009555381,-0.008724478,-0.039052427,0.034731735,-0.014291527,0.023099095,0.029081594,0.007519669,0.010967916,-0.008142847,0.006190225,-0.031075761,0.033734649,-0.001672192,0.047859997,-0.022434372,-0.007395034,0.01213118,0.056169022,0.002762751,-0.029413955,-0.000763392,-0.015787151,0.010801735,0.008142847,0.029912498,-0.0018176,0.033236109,-0.046198189,-0.002492708,-0.006730312,0.008807569,-0.03655972,0.009430746,-0.053842496,-0.060489718,0.046862911,0.002783524,-0.0187784,0.000571246,0.00760276,0.002482322,0.001319058,-0.014291527,0.001464466,-0.011632638,-0.012463541,-0.004902326,0.000841289,0.006688767,0.030244859,0.018944582,0.000532297,-0.015620971,0.007104218,0.005608593,0.002035712,-0.023763817,0.003032795,0.010594009,-0.023597637,-0.042376038,-0.005255459,0.001199616,-0.0247609,-0.007893575,-0.011632638,0.013045172,-0.005691683,-0.007104218,0.027419789,-0.004320694,-0.005525503,-0.026090344,0.031408124,-0.012795902,-0.007062673,0.000939959,0.000030185,0.004175286,0.014291527,0.033236109,-0.038720068,0.074116521,-0.019692395,0.001589101,0.013792985,-0.056169022,-0.028749233,-0.001599488,0.004175286,0.014790068,0.00162026,-0.007519669,-0.041378956,0.016534964,-0.003572882,-0.002575798,-0.019526213,-0.00922302,-0.033900831,-0.042043675,-0.014208436,0.010178559,0.017698228,0.032239024,0.00913993,0.009264565,-0.012463541,-0.005857864,-0.015870241,0.004486875,0.018861491,-0.000176567,-0.029912498,0.016784234,0.012546631,0.051183607,0.023597637,0.032903746,0.0153717,-0.013377533,-0.000016634,-0.061486799,-0.034565553,0.016119512,0.00380138,-0.003863698,0.004362239,-0.017532047,-0.002762751,0.000102565,-0.021437289,0.029247776,-0.010718645,-0.015870241,-0.016285693,0.010220103,-0.000373906,0.012962082,0.010137013,-0.007228854,0.02127111,-0.029247776,0.018113678,0.009181475,0.002233051,0.014374617,-0.00396756,0.010801735,0.007644305,0.020855658,0.014790068,0.032737568,-0.037390623,0.003032795,0.010801735,-0.01553788,-0.014790068,0.019526213,-0.017947499,-0.007893575,-0.011964999,-0.00614868,-0.005857864,-0.032072846,-0.025924165,0.001163264,-0.013294443,-0.01553788,0.016701145,-0.013460624,-0.001111332,0.00760276,0.01553788,-0.033734649,0.048192356,-0.003282066,0.031906664,0.002845842,0.003240521,0.017116595,-0.01827986,0.006896493,-0.00760276,-0.009680017,-0.02459472,-0.020689478,-0.053510133,0.00614868,-0.010552464,-0.032405205,-0.0307434,0.025093261,0.003635199,-0.008101301,-0.00606559,-0.007436579,0.00606559,-0.012962082,0.026921248,0.009098385,0.046530552,-0.011632638,0.032571387,-0.033900831,0.009846197,0.002866614,0.032903746,0.008973749,0.012712811,0.040049512,0.013626805,-0.026256526,-0.031408124,0.036227357,0.011964999,-0.006024044,-0.001848759,0.015704062,-0.021188019,-0.035064094,-0.013377533,-0.009721561,-0.01553788,0.008766023,0.005400868,0.004507647,-0.018362951,-0.026588887,-0.00913993,-0.025591804,0.035894997,0.021935832,-0.031906664,-0.000602404,0.026422706,-0.006397951,0.006647222,0.0093892,0.020606387,0.00913993,0.015620971,-0.024096178,0.00063616,-0.006564131,0.01238045,-0.013709894,0.000563456,-0.009887742,0.016618054,-0.003323611,0.000451803,0.001609874,0.008682934,0.025259443,0.020024756,-0.027253609,0.010884825,0.028250692,-0.054839578,0.033568468,-0.004902326,0.003053567,0.020274026,-0.015704062,-0.00614868,-0.063813329,0.002482322,0.009763107,-0.001609874,-0.012214269,0.020107845,0.001921462,0.018695312,-0.004923099,0.007270399,-0.023763817,0.005234687,0.003406701,0.002565412,0.007104218,0.000841289,0.016202603,0.01827986,-0.031075761,-0.035562634,-0.025259443,-0.007021128,0.000641353,-0.033069927,0.010718645,0.005650138,0.024927082,-0.002658889,0.00380138,0.009929287,-0.004258377,-0.039717149,-0.022434372,0.025425622,0.00198378,0.006356406,0.017615138,-0.032072846,0.046862911,-0.026921248,0.005940954,0.021603471,-0.002253824,0.002825069,-0.030411039,-0.003115885,0.023597637,-0.004320694,-0.007852031,0.018030589,-0.008724478,-0.005733229,0.032903746,0.013876075,0.015454791,-0.023597637,0.005151597,-0.035396457,0.02176965,-0.012463541,0.025591804,0.014540797,-0.027918331,0.004154514,0.008724478,0.016036423,-0.015870241,0.005400868,-0.017365867,-0.044868745,-0.000485559,0.020357117,-0.00760276,-0.023265276,-0.012048089,0.008433662,0.018362951,-0.006979583,0.0307434,0.008392117,0.027087428,-0.019360034,0.016119512,0.02127111,0.010801735,0.00299125,0.002949705,0.012463541,-0.000025966,0.015953332,0.029413955,0.020024756,0.003780607,0.022102011,-0.031740483,0.01553788,0.010386284,0.028749233,-0.010884825,0.008682934,-0.003531337,-0.05517194,-0.019360034,-0.009347656,-0.002025325,0.003261293,-0.025425622,-0.01553788,-0.000251867,0.014291527,0.012546631,0.035728816,-0.007062673,-0.006605676,0.000384293,-0.005047734,-0.032571387,-0.021188019,-0.02127111,-0.016036423,0.008475208,-0.004009106,0.014291527,-0.008101301,0.004424557,-0.038221523,-0.019360034,0.015039339,-0.015454791,-0.029580137,0.035728816,0.004466102,-0.000778971,-0.005068507,-0.017781317,0.00477769,0.001838372,0.030244859,0.01213118,-0.022932915,-0.005359322,0.037390623,0.005899409,0.002046098,0.037889164,0.016701145,0.010303194,0.02127111,-0.009513836,-0.022268193,-0.005650138,-0.00388447,0.016534964,-0.023265276,-0.00054528,0.004819236,0.004715373,-0.001178843,-0.051183607,-0.00614868,-0.010552464,-0.002741979,-0.009181475,0.023597637,0.019193852,0.017199686,-0.036393538,-0.00243039,-0.015870241,-0.014706978,-0.00145408,0.016368784,-0.011632638,-0.014623888,-0.01229736,-0.01553788,0.040880412,0.023929998,-0.014623888,0.002648502,0.031906664,-0.033734649,-0.026755067,0.002783524,0.005359322,0.009970833,0.001412535,0.016950415,0.016285693,-0.006730312,-0.02459472,0.050851244,-0.001827986,-0.020855658,0.020938748,0.004071423,-0.021603471,-0.007852031,-0.023929998,-0.029912498,-0.003365156,0.017365867,-0.010427829,-0.011715728,0.014956249,0.011383367,0.032405205,-0.028583053,-0.017448956,0.018446039,0.017615138,0.035728816,-0.010095468,-0.00254464,0.010012378,0.028250692,-0.020855658,-0.002305755,-0.001002276,-0.014125346,-0.007021128,-0.028583053,-0.045533467,-0.02758597,-0.020440206,0.001350217,0.010053922,0.020689478,-0.017615138,0.026422706,0.040880412,0.012463541,-0.010718645,-0.014706978,0.068134025,0.038720068,0.047859997,-0.012546631,0.015704062,-0.002087643,-0.010303194,0.014790068,0.018612221,0.007395034,-0.014790068,-0.017864408,-0.005068507,-0.054507218,0.004902326,-0.004050651,0.021603471,0.019775484,-0.024262359,-0.012795902,0.021935832,-0.004009106,-0.039717149,0.037556801,-0.016701145,-0.025757983,0.005483958,-0.005110051,-0.021935832,-0.003406701,0.010594009,0.015787151,-0.049854163,0.007727395,-0.008392117,-0.017199686,0.009970833,-0.008849114,-0.013876075,-0.0059825,-0.015870241,-0.007104218,0.028250692,-0.029081594,0.026921248,0.00299125,-0.017781317,0.042542219,0.018196769,0.052845411,-0.004819236,-0.014125346,0.02459472,-0.011715728,0.015787151,-0.005774774,0.004902326,-0.004964644,-0.02758597,-0.013959166,-0.033568468,-0.027918331,-0.017698228,0.003489791,-0.020024756,-0.021603471,0.019360034,0.028084511,-0.002503094,-0.018861491,-0.002295369,0.050851244,-0.020689478,-0.000459593,-0.026090344,0.002783524,-0.005899409,-0.026921248,-0.0093892,-0.004112968,0.031574301,0.003926015,-0.032903746,-0.046198189,-0.019027673,-0.00913993,0.030411039,-0.019443123,0.001963008,-0.005193142,0.010884825,-0.02127111,-0.025259443,0.032737568,0.00089322,0.003282066,0.001713737,-0.006439496,0.016867325,-0.031574301,0.031075761,-0.009970833,0.022600554,-0.023597637,-0.014956249,0.004009106,0.00198378,0.026588887,-0.023431456,-0.023763817,-0.013294443,-0.029746316,0.001381376,-0.042874578,-0.00913993,0.014873158,0.016202603,0.012878992,-0.006024044,0.009638472,0.010552464,-0.017033506,-0.027087428,0.044536386,-0.038055345,0.001329444,-0.019609304,0.023597637,-0.043206941,0.040049512,0.017615138,0.046862911,0.02127111,0.013294443,-0.039550968,-0.018861491,-0.019609304,-0.033734649,0.00623177,-0.017199686,0.041212775,-0.017781317,-0.024262359,0.054507218,-0.009721561,0.005816319,-0.00206687,-0.008766023,0.017365867,-0.000737426,0.018362951,-0.023597637,-0.019110762,0.021935832,0.041545134,-0.020357117,-0.017615138,0.044868745,-0.018030589,-0.032405205,-0.050186522,-0.014540797,0.005213914,-0.006688767,0.047527634,0.040714234
24                 ],
25                 'numCandidates': 150,
26                 'limit': 10
27               }
28             }, {
29               '$project': {
30                 '_id': 0,
31                 'plot': 1,
32                 'title': 1,
33                 'score': {
34                   '$meta': 'vectorSearchScore'
35                 }
36               }
37             }
38           ];
39         // run pipeline
40         const result = coll.aggregate(agg);
41 
42         // print results
43         await result.forEach((doc) => console.dir(JSON.stringify(doc)));
44     } finally {
45         await client.close();
46     }
47 }
48 run().catch(console.dir);

1 '{"plot":"At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.","title":"About Time","score":0.7710106372833252}'
2 '{"plot":"A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.","title":"Retroactive","score":0.760047972202301}'
3 '{"plot":"A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...","title":"A.P.E.X.","score":0.7576861381530762}'
4 '{"plot":"An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.","title":"Timecop","score":0.7576561570167542}'
5 '{"plot":"After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.","title":"Back to the Future Part II","score":0.7521393895149231}'
6 '{"plot":"A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.","title":"Thrill Seekers","score":0.7509932518005371}'
7 '{"plot":"Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...","title":"Timerider: The Adventure of Lyle Swann","score":0.7502642869949341}'
8 '{"plot":"Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.","title":"The Time Machine","score":0.7502503395080566}'
9 `{"plot":"A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.","title":"The Time Traveler's Wife","score":0.749496340751648}`
10 '{"plot":"A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.","title":"The Final Countdown","score":0.7469133734703064}'

Exclua o campo _id e inclua apenas os campos plot, title e year nos resultados.
Adicione um campo denominado score que mostra a pontuação do Atlas Vector Search dos documentos nos resultados.

1 const { MongoClient } = require("mongodb");
2 
3 // connect to your Atlas cluster
4 const uri = "<connection-string>";
5     
6 const client = new MongoClient(uri);
7 
8 async function run() {
9   try {
10     await client.connect();
11 
12     // set namespace
13     const database = client.db("sample_mflix");
14     const coll = database.collection("embedded_movies");
15 
16     // define pipeline
17     const agg = [
18       {
19         '$vectorSearch': {
20           'index': 'vector_index', 
21           'path': 'plot_embedding_voyage_3_large', 
22           'filter': {
23             '$and': [
24               {
25                 'year': {
26                   '$gt': 1955
27                 }
28               }, 
29               {
30                 'year': {
31                   '$lt': 1975
32                 }
33               }
34             ]
35           }, 
36           'queryVector': [-0.021090532,-0.026399033,-0.024103465,-0.025538195,-0.000549233,0.011836523,-0.013199517,-0.003766167,-0.005165028,-0.02238179,0.037876874,0.010617003,0.010903949,-0.001354026,0.006850836,-0.018005863,-0.02195137,0.019512329,-0.041894119,-0.008357302,0.027546817,-0.025251249,0.004340059,-0.02195137,-0.003748232,-0.006205208,0.021377478,0.008931194,-0.00173961,-0.009827901,-0.016642869,-0.033572685,-0.026399033,0.015208139,0.010114847,-0.0233861,-0.011406104,-0.033142265,-0.008895326,-0.014347301,-0.019081909,-0.049067769,0.034433521,-0.023673046,0.004160717,-0.01334299,-0.06714537,0.032568373,-0.022525262,-0.024677357,0.011334368,0.027403345,0.026399033,-0.016786342,-0.015925504,0.013916882,-0.005487842,-0.0233861,0.026542507,-0.052798066,-0.025681669,-0.025394723,0.014203828,0.014921193,-0.031564061,0.010760476,0.010688739,0.013916882,-0.037876874,0.039598551,-0.000816003,0.003766167,-0.001694775,0.026972925,-0.009469219,0.015351612,-0.007245387,0.028981548,-0.035724778,0.010688739,0.001228488,0.004106915,-0.024677357,0.028551128,-0.033716157,-0.013486463,0.018292809,-0.018221073,0.009612692,-0.003622693,-0.001138817,-0.021234006,-0.045624416,0.020803586,0.007675806,-0.009612692,-0.021664424,-0.026685979,-0.025968615,0.001775478,-0.007496465,0.02051664,-0.054519743,0.018221073,0.014132091,-0.009684428,-0.025825141,-0.014921193,-0.057389203,-0.020660114,-0.028264182,-0.008931194,-0.019942747,-0.003228143,-0.014419037,0.021234006,-0.004573202,0.007317123,0.018651491,-0.016571132,-0.036155198,-0.032855317,0.000726332,-0.031851009,0.018938437,0.021234006,-0.048206929,0.017934127,-0.013414727,-0.009469219,0.064849801,0.006348681,-0.039024659,0.021377478,-0.022668736,-0.026829453,-0.019081909,0.027977237,-0.004627005,-0.038450766,0.004465597,-0.041894119,0.008213829,0.03055975,0.052224174,-0.00277979,-0.032137953,-0.013629936,0.022094844,-0.005918262,0.020660114,0.010617003,-0.020373167,-0.001614071,0.021090532,-0.005523711,0.004878082,-0.021090532,0.029698912,0.000726332,0.003371616,-0.022238316,0.008715985,0.038737711,0.013486463,-0.008536644,0.040172443,0.017503707,-0.028838074,0.061693393,-0.003066736,0.008285566,-0.034576993,0.01578203,-0.02238179,0.015925504,0.066571474,-0.038737711,-0.050215553,0.009325746,-0.010903949,-0.041607171,-0.006384549,0.026972925,-0.000119374,-0.003066736,-0.024103465,0.005093292,0.028981548,0.026829453,-0.001703742,0.043041904,0.010186584,0.010688739,0.004357993,-0.016571132,-0.010545266,-0.033142265,-0.005559579,-0.000365408,-0.00717365,0.019655801,0.047633037,0.044476632,0.01456251,-0.002977065,0.025681669,-0.015423348,-0.02051664,-0.019512329,0.014705983,0.002977065,0.03055975,-0.014347301,0.024390411,0.005882393,-0.012195205,0.004071047,-0.028694602,0.031277116,-0.010114847,0.005272633,0.017934127,0.037589926,-0.046198308,-0.02195137,-0.037876874,0.021234006,-0.034720469,-0.018005863,0.03055975,-0.015495085,-0.035150886,0.004178651,0.005882393,0.075753748,0.00595413,-0.083214343,-0.016284186,0.022238316,-0.032998793,-0.00491395,-0.009254009,-0.007819279,0.046198308,-0.008464907,0.014634247,0.031707536,-0.00317434,-0.026255561,-0.010617003,-0.033285737,0.020086221,-0.016858079,-0.012195205,-0.041894119,0.000721849,0.038163818,0.02238179,0.011406104,0.010330057,0.032137953,-0.01047353,0.039311603,-0.01291257,-0.03099017,-0.018938437,-0.013271254,-0.001820314,-0.005380238,0.003299879,-0.024533885,-0.001093982,0.012123469,-0.005236765,0.014132091,-0.018221073,0.013629936,0.022238316,-0.00317434,0.034003101,0.019081909,0.008034488,-0.02912502,0.026542507,-0.011334368,-0.077475421,0.038163818,-0.003568891,0.019081909,0.019512329,0.002385239,-0.032568373,-0.020373167,0.038737711,-0.013773409,0.01621245,-0.028407656,-0.021090532,-0.004411795,-0.013916882,-0.001533368,0.004322124,-0.024820831,0.004627005,-0.004591136,0.014849456,-0.014275564,-0.020229694,0.0233861,0.015566821,0.022525262,-0.024390411,-0.028694602,0.001766511,-0.036011726,0.006456285,-0.011262631,0.005523711,0.012266942,-0.019225383,-0.015423348,0.011836523,-0.011334368,-0.009827901,-0.011119158,0.007030177,0.00277979,0.004537334,-0.016571132,0.013127781,-0.013701673,-0.016571132,0.002941197,0.000959476,-0.004483532,0.010760476,0.043041904,-0.032568373,-0.015423348,0.006169339,-0.02094706,-0.050215553,0.012769097,0.015495085,0.001318158,0.00164994,-0.045337472,0.001533368,0.005595447,0.039311603,-0.030703224,0.023242628,-0.008787721,-0.021234006,-0.021234006,-0.001524401,0.007281255,0.01334299,0.00164994,-0.005451974,-0.011047422,-0.021234006,-0.033572685,-0.015423348,-0.005236765,0.025681669,-0.02051664,-0.024103465,-0.021377478,-0.00738886,-0.031707536,0.017790653,-0.026829453,0.007783411,-0.003335747,0.024677357,0.006384549,0.035724778,-0.004017244,-0.018651491,-0.014060355,-0.029842386,-0.012553888,0.006994309,-0.00317434,0.018292809,0.019942747,-0.01169305,0.002456975,0.010330057,-0.031707536,0.00799862,-0.019655801,-0.006205208,-0.012769097,-0.035294361,0.026112087,-0.004483532,0.02094706,0.019081909,0.001676841,-0.040746335,-0.004035179,-0.014992929,0.004375927,-0.049928606,-0.02051664,0.004268322,0.015351612,-0.037016038,-0.001452664,-0.021234006,-0.005738921,-0.051650282,-0.008285566,0.012840834,-0.015925504,0.018794963,-0.001228488,-0.035868254,-0.00347922,-0.003264011,0.002528712,0.01477772,-0.010545266,0.018221073,0.018149335,-0.028838074,-0.012984307,-0.037302982,-0.041607171,-0.043328848,-0.019799275,-0.019225383,-0.011047422,0.011908259,0.021664424,-0.012553888,0.004662873,0.005451974,-0.024533885,0.0067791,0.022812208,-0.037589926,-0.031564061,0.007101914,-0.00760407,-0.025107777,0.015566821,0.020803586,-0.033572685,0.062841177,0.034146577,-0.007532333,-0.001865149,-0.023673046,0.032424901,0.018508019,-0.005703052,-0.015853768,0.019655801,0.042181063,0.006671495,-0.004573202,0.024390411,0.009756165,-0.00029143,0.000107605,0.032711845,-0.005523711,-0.015566821,0.009110536,0.017216761,0.006241076,-0.003945508,0.007783411,0.024246939,0.048206929,0.00277979,-0.002367305,-0.05107639,-0.016284186,-0.016929815,0.016858079,0.000703914,-0.021234006,0.021234006,-0.014634247,0.001389895,0.008321434,-0.016499396,0.014921193,0.025394723,0.035437834,0.013486463,-0.022668736,-0.012338678,-0.034003101,-0.005559579,-0.008106225,0.023959992,-0.019368855,0.024533885,-0.000600793,0.009756165,-0.001936886,-0.014490774,0.018077599,0.004447663,0.011262631,-0.003658562,0.043328848,-0.018938437,0.00799862,-0.018221073,0.041320227,0.000363166,-0.003730298,0.002851526,-0.024103465,0.003515089,-0.0135582,-0.003497155,-0.006814968,0.014060355,0.027116399,-0.003192274,0.011406104,0.042468011,-0.036442146,-0.007245387,0.032424901,-0.038737711,0.008680117,-0.035581306,0.027546817,0.021664424,-0.000757717,-0.022238316,0.018221073,-0.006205208,0.005093292,0.001264356,-0.002116227,0.001098465,0.017431971,-0.042181063,0.010760476,0.033285737,0.002708053,-0.007352991,-0.009827901,-0.031994481,-0.020803586,0.009971374,-0.014849456,-0.003658562,0.024964303,-0.001793413,0.021090532,0.01578203,0.012984307,0.006922573,-0.032711845,-0.013701673,0.00390964,0.017503707,-0.015351612,0.006922573,0.028694602,0.012266942,-0.027259871,0.007675806,-0.002295568,-0.020086221,0.00595413,-0.027833764,0.001551302,0.008644248,-0.002187963,0.00040576,0.024964303,0.013916882,-0.015925504,0.014347301,-0.011549577,0.018938437,-0.032424901,0.003730298,0.003281945,0.032998793,0.005595447,0.025681669,0.011047422,0.026399033,0.02912502,-0.006241076,0.004627005,0.024390411,0.001542335,-0.034576993,0.011477841,-0.00491395,-0.014347301,0.023529572,-0.004770477,-0.014921193,-0.028264182,0.02812071,0.00164994,0.008680117,-0.005416106,0.035581306,-0.02812071,0.006097603,-0.016355922,-0.010114847,0.033142265,-0.021807898,0.001228488,-0.002170029,-0.032711845,0.018149335,0.014132091,0.03055975,0.031133642,-0.011979996,0.008967063,-0.013486463,-0.02812071,0.052224174,0.004124849,-0.008715985,-0.034863941,0.025251249,0.07977099,-0.000072297,-0.014705983,0.033142265,0.024103465,-0.004232454,-0.007496465,-0.024246939,-0.029698912,-0.009469219,0.010114847,0.001201586,0.00860838,0.012051732,-0.006025866,0.014490774,0.014992929,0.01169305,-0.003192274,0.005308501,0.0045194,0.017575443,0.001022245,-0.018794963,-0.001847215,0.011119158,0.02051664,-0.006886704,0.010330057,-0.003353682,0.018794963,0.013773409,0.026399033,0.007962752,-0.018221073,-0.012553888,-0.003586825,-0.002170029,0.047633037,0.011908259,0.007209518,0.045624416,0.028694602,0.004357993,0.023959992,0.004232454,0.009182272,0.003012933,0.035294361,-0.055954475,0.014849456,0.012553888,0.004340059,-0.000511123,-0.024390411,0.011406104,0.013127781,0.013629936,-0.011406104,0.002582514,-0.004555268,0.005559579,0.000569409,0.017934127,-0.014060355,0.02912502,0.003819969,0.011190895,-0.011262631,0.017001551,0.012553888,-0.02238179,0.024246939,0.032281429,0.032711845,-0.016714605,-0.021520952,0.016355922,-0.011334368,-0.003891705,-0.008572512,-0.016929815,0.0135582,-0.057963096,0.015566821,0.001856182,-0.002456975,-0.000766684,0.005380238,0.000923607,0.035581306,0.005272633,-0.009612692,0.018651491,-0.023959992,-0.001416796,0.033285737,-0.002725987,0.024533885,-0.010186584,0.003802035,-0.029268494,-0.011764786,0.003837903,0.022955682,0.053945851,-0.002232799,0.019512329,0.014419037,0.028407656,0.004985687,0.00210726,0.005774789,0.032568373,-0.024964303,0.019655801,-0.012123469,0.031994481,0.015638558,0.038450766,-0.011979996,0.033716157,0.019368855,0.017431971,0.022668736,0.015423348,-0.001927919,-0.001102949,0.028694602,-0.013701673,-0.036155198,-0.010688739,0.000535782,-0.021807898,-0.005200896,-0.040459387,0.007137782,-0.006492154,-0.00277979,0.020803586,0.027833764,-0.000780134,0.000600793,-0.025538195,-0.011764786,0.021090532,0.028694602,-0.016929815,-0.025251249,0.029268494,-0.013271254,0.014634247,0.000376617,-0.025251249,-0.026255561,-0.037302982,0.003138472,-0.024677357,-0.019799275,0.025825141,-0.040746335,0.002510778,-0.031851009,-0.014347301,-0.00158717,-0.046772201,-0.028838074,0.006635627,-0.001058113,0.014132091,-0.00286946,0.019368855,0.007281255,0.036155198,0.065710634,0.018794963,-0.029268494,0.003461286,0.012984307,0.006133471,0.003497155,0.046198308,-0.014132091,-0.010186584,0.028981548,-0.000286946,-0.003102604,0.011190895,0.014490774,-0.020660114,-0.00347922,-0.004842214,-0.000506639,0.002600448,0.017073289,-0.011836523,-0.026685979,-0.023959992,0.023673046,-0.006958441,0.040172443,-0.031133642,0.009182272,-0.015638558,-0.002421107,0.004555268,0.014705983,-0.028407656,-0.014921193,-0.015710294,-0.008751853,-0.006420417,-0.038450766,-0.011908259,0.006133471,0.002474909,-0.008070357,-0.01025832,-0.011119158,0.004465597,0.010903949,0.009074667,0.030703224,-0.019368855,-0.007891015,0.007675806,-0.005093292,0.023099154,0.022094844,0.00738886,0.007066045,-0.023242628,-0.020660114,0.009397482,-0.006635627,0.009540955,0.006348681,-0.013773409,-0.000186067,-0.021234006,-0.017145025,-0.007030177,0.010114847,0.024390411,-0.024964303,-0.041033279,0.0135582,0.014060355,0.008715985,0.018794963,-0.039598551,-0.015208139,0.027977237,0.020086221,0.012195205,-0.010760476,-0.025538195,0.025394723,0.012697361,-0.053371958,-0.008249698,0.005846525,-0.045624416,-0.027977237,-0.012410415,-0.02195137,-0.022955682,0.011477841,0.026972925,-0.031420588,-0.012051732,-0.015925504,-0.004322124,-0.017145025,0.012840834,0.01578203,-0.010186584,-0.00091464,-0.028264182,0.00369443,-0.029985858,-0.009899638,0.018794963,0.053945851,0.007317123,-0.020086221,0.008967063,-0.001506467,-0.006850836,0.011477841,-0.003120538,-0.005631316,-0.027977237,0.01047353,0.003120538,-0.001354026,-0.004160717,-0.004698741,-0.049067769,0.021807898,-0.037589926,0.03672909,-0.004878082,-0.006241076,0.000049879,0.014203828,-0.027259871,0.004196586,-0.002421107,0.008106225,-0.00760407,-0.003802035,-0.016140714,0.038737711,-0.010043111,-0.037589926,-0.062267285,-0.001506467,-0.006384549,-0.012697361,-0.011190895,-0.01578203,0.014132091,-0.02238179,-0.024677357,0.011621314,-0.028407656,0.010688739,0.039311603,0.009254009,-0.009612692,-0.040459387,0.021234006,0.007926884,-0.057102256,-0.045624416,0.003497155,-0.003120538,-0.015853768,-0.006528022,0.011334368,-0.008177961,-0.033716157,0.010114847,0.035868254,-0.021807898,-0.010975685,-0.039024659,0.021234006,0.001990688,-0.009756165,-0.003819969,-0.033142265,-0.035150886,0.028407656,0.007711674,0.018364545,0.005416106,0.010545266,-0.032281429,0.01291257,0.003102604,-0.009756165,0.05107639,-0.001080531,-0.043615796,0.025968615,0.012697361,0.024820831,0.024246939,-0.020086221,-0.012195205,0.00760407,0.009540955,-0.003802035,0.043328848,-0.010043111,0.003891705,-0.054519743,0.043041904,-0.032711845,0.024820831,0.018651491,-0.008357302,0.009540955,-0.003156406,-0.019081909,-0.025825141,-0.02912502,0.026255561,-0.017216761,0.010401793,-0.028551128,-0.005200896,0.012625624,-0.008142093,0.039311603,-0.00082497,-0.003784101,0.037876874,0.006599758,-0.021520952,0.047633037,0.012410415,-0.01477772,0.023529572,0.004985687,-0.031707536,0.007675806,-0.017934127,-0.034863941,0.018794963,-0.011119158,-0.027546817,0.009612692,0.00760407,0.057102256,0.006241076,0.007281255,-0.007675806,-0.008285566,0.012553888,-0.007245387,0.016284186,-0.024964303,0.007030177,-0.011836523,-0.045050524,0.021090532,-0.021664424,0.00369443,0.037016038,-0.010186584,-0.00656389,0.016355922,0.019225383,0.009002931,-0.008034488,-0.004555268,0.046772201,-0.014347301,0.014347301,-0.023959992,0.017790653,0.031133642,-0.025825141,0.035581306,-0.012769097,0.017360235,0.024677357,0.000046517,0.010903949,0.011262631,-0.000573892,0.026829453,-0.024820831,-0.001309191,0.008177961,-0.002143128,-0.018651491,-0.026685979,-0.040172443,-0.018651491,0.007568201,-0.018794963,0.003281945,-0.014347301,0.005738921,-0.020373167,-0.02051664,-0.028551128,-0.040172443,-0.017718917,0.046198308,0.003802035,-0.005523711,0.07345818,0.000412485,-0.025968615,0.024246939,-0.024964303,0.024820831,0.005882393,0.011190895,0.020086221,-0.029411966,-0.029842386,0.006922573,-0.004286256,0.0233861,-0.0135582,0.000551474,0.026255561,0.019799275,0.003568891,-0.025681669,-0.009469219,-0.002636316,0.013486463,0.050215553,-0.040459387,-0.003622693,0.019225383,-0.015853768,-0.017001551,0.028407656,0.02812071,0.01477772,-0.007209518,0.046198308,0.024246939,0.035868254,-0.019225383,-0.030272804,0.006599758,0.000473013,-0.018364545,0.033429209,-0.0233861,0.021664424,0.028694602,-0.009684428,-0.002815658,0.015136402,0.006994309,0.017360235,-0.027116399,0.042181063,-0.018794963,-0.037589926,-0.018508019,-0.012266942,-0.00277979,-0.01334299,-0.020373167,-0.004949819,-0.018651491,0.026829453,-0.011979996,0.00799862,0.040459387,-0.00738886,0.008249698,0.017718917,-0.042754956,-0.011119158,-0.043615796,-0.009325746,-0.009612692,-0.008285566,-0.008213829,0.012625624,0.000919124,-0.041033279,0.000636661,-0.045911364,-0.001909984,-0.016642869,0.013414727,0.03055975,-0.013414727,0.010186584,0.056241419,-0.008321434,-0.000200638,0.006205208,0.012625624,0.009756165,-0.035294361,0.034003101,-0.023529572,0.031564061,-0.026399033,0.029268494,0.001183652,0.01334299,0.004035179,-0.00491395,-0.002241766,-0.011764786,0.029268494,-0.011621314,0.037302982,-0.020086221,0.018651491,-0.01578203,-0.025825141,0.002528712,0.057102256,0.046198308,-0.006169339,0.008249698,0.009397482,-0.008142093,-0.037876874,-0.041607171,-0.01169305,-0.013773409,-0.020086221,-0.038737711,-0.019799275,-0.035437834,0.019368855,-0.001246422,-0.013845146,-0.037876874,-0.006814968,-0.003066736,0.003730298,0.016499396,0.012840834,0.02051664,-0.006994309,0.009182272,-0.00738886,-0.000193913,-0.037016038,0.007281255,-0.016427658,-0.003568891,0.02912502,0.021807898,0.02912502,0.004124849,-0.012625624,0.02195137,-0.036155198,0.011334368,0.018651491,0.040459387,0.006205208,0.015064666,-0.023959992,0.017360235,-0.000567167,0.032998793,-0.023099154,0.075753748,-0.038737711,-0.005057423,-0.019799275,0.014849456,-0.050215553,-0.001111916,-0.006169339,0.009469219,-0.019081909,-0.013127781,-0.028838074,-0.013414727,-0.008213829,0.006312812,-0.008177961,-0.021664424,-0.010832212,-0.012697361,0.014634247,0.004393861,-0.045337472,-0.010975685,-0.030703224,-0.003228143,-0.014849456,-0.034003101,0.009612692,-0.004806346,-0.006492154,0.018938437,0.00277979,0.023816518,-0.003407484,-0.01169305,0.006276944,-0.024820831,0.00189205,0.006814968,-0.019655801,0.035294361,0.009038799,0.006922573,0.011334368,-0.018651491,-0.009899638,0.029985858,-0.008285566,-0.013845146,0.032424901,-0.024533885,-0.024677357,0.031420588,0.003604759,0.004232454,0.01578203,-0.025107777,0.003784101,0.006276944,-0.010832212,0.009074667,-0.040172443,0.048780821,0.02094706,-0.009110536,0.008680117,-0.014132091,0.023816518,0.012051732,-0.012123469,-0.032998793,-0.032424901,-0.021664424,-0.025538195,-0.01047353,0.009002931,-0.039311603,-0.004806346,0.023673046,-0.012123469,-0.006850836,-0.030272804,0.043615796,0.002456975,0.001273323,-0.007711674,-0.008177961,0.06714537,-0.043615796,0.017216761,0.00882359,-0.005416106,-0.014060355,0.034146577,-0.022812208,-0.009899638,-0.00390964,-0.032137953,0.007245387,0.047633037,-0.007352991,0.006097603,-0.019225383,-0.027833764,-0.010545266,0.002905329,-0.002797724,0.038450766,-0.013629936,-0.008106225,-0.001143301,-0.000014361,-0.043328848,0.029698912,0.027690291,0.002143128,0.012051732,-0.02812071,0.024677357,-0.012984307,0.008715985,-0.005523711,0.039024659,-0.020373167,-0.028838074,0.026972925,0.018364545,-0.010114847,-0.011406104,0.033572685,-0.028838074,0.024677357,-0.011836523,-0.009612692,-0.03672909,0.025107777,-0.025251249,-0.009182272,0.002618382,0.030416278,-0.003210209,0.033859629,-0.015208139,-0.015279875,0.010975685,0.014132091,-0.010545266,-0.002600448,0.003945508,-0.001990688,-0.008859458,0.024533885,0.027116399,-0.005487842,-0.028551128,0.008321434,0.016714605,0.010617003,0.043328848,0.025251249,-0.033429209,0.005667184,-0.012840834,0.037589926,-0.012482151,0.002546646,0.01477772,-0.003120538,0.012984307,-0.054232799,-0.013199517,-0.029985858,-0.023673046,-0.014992929,-0.010760476,0.0233861,-0.02912502,-0.020803586,-0.010545266,0.022238316,0.005021555,0.041033279,0.016140714,-0.006097603,0.015351612,-0.017790653,-0.007675806,-0.032281429,-0.012338678,0.02955544,-0.016427658,0.039885495,0.001192619,-0.006241076,-0.000663563,-0.008070357,-0.001452664,0.025681669,-0.020803586,-0.010401793,0.001443697,0.012410415,0.007926884,-0.034003101,0.017360235,0.000999828,0.019799275,-0.001102949,0.005918262,0.010545266,-0.023529572,0.016714605,0.016571132,0.003604759,0.016140714,-0.020660114,-0.007101914,0.014132091,-0.035437834,-0.018938437,0.019225383,-0.006886704,-0.03629867,0.010545266,-0.017216761,0.005595447,-0.022812208,0.009971374,0.003371616,-0.022955682,-0.013701673,-0.019368855,-0.022238316,0.004627005,0.008213829,0.002600448,0.012769097,-0.027116399,0.015279875,-0.017073289,-0.019512329,-0.010043111,0.003120538,0.0045194,-0.024246939,0.010903949,0.001667874,-0.008895326,0.031277116,-0.016571132,-0.012266942,0.006348681,0.048493877,-0.010186584,0.001506467,0.022955682,-0.012625624,0.018938437,-0.004698741,-0.009002931,0.008249698,0.035724778,0.002887394,-0.00399931,0.007747543,-0.000780134,-0.001389895,-0.003138472,-0.016284186,-0.041033279,-0.018364545,-0.001847215,-0.011190895,0.006061735,-0.044189688,0.033859629,-0.010043111,0.040172443,-0.025251249,-0.006241076,-0.01621245,-0.028694602,-0.001345059,-0.021377478,0.037876874,0.007675806,0.006528022,0.019942747,-0.006133471,0.014275564,-0.005380238,-0.043328848,-0.05825004,0.019512329,-0.00090119,-0.018364545,-0.023099154,-0.003407484,0.026829453,-0.06542369,-0.024677357,0.011262631,-0.002618382,-0.013916882,0.031133642,-0.016427658,-0.017934127,0.020086221,-0.009827901,0.009899638,0.011621314,-0.005308501,0.021377478,-0.011621314,0.009971374,-0.037876874,-0.013916882,0.014419037,-0.001748577,0.014132091,-0.026972925,0.002725987,-0.03672909,-0.004017244,0.005738921,0.001748577,-0.014921193,-0.013127781,0.033572685,-0.022094844,-0.038163818,-0.030129332,0.005057423,0.034576993,0.028264182,0.029698912,-0.003443352,0.022238316,-0.026255561,-0.029842386,0.001883083,-0.006241076,-0.032711845,0.008429039,0.019799275,0.015710294,-0.019368855,-0.00882359,-0.007101914,-0.013414727,-0.004698741,0.01477772,-0.015351612,-0.018508019,0.034290049,-0.012984307,0.008859458,-0.010688739,-0.000573892,0.028694602,0.002313502,0.023959992,-0.013199517,-0.004770477,-0.035294361,0.003228143,0.004949819,-0.041033279,-0.015638558,0.02812071,0.009612692,-0.010760476,-0.005057423,0.010043111,-0.035868254,-0.003192274,0.016427658,-0.007711674,0.012051732,-0.013773409,0.034720469,0.00760407,0.009469219,0.012840834,-0.007962752,-0.024677357,0.006348681,-0.01334299,-0.00308467,0.012984307,0.015208139,0.02955544,0.002116227,0.000403518,-0.02195137,-0.015136402,0.002905329,0.008321434,-0.028981548,-0.035294361,-0.024533885,0.002994999,-0.017073289,-0.021664424,0.013414727,0.006384549,-0.024964303,0.018508019,0.002941197,0.01047353,-0.022668736,0.00421452,-0.034433521,0.005380238,-0.018938437,0.017001551,0.019081909,-0.002636316,-0.006456285,0.008644248,0.008859458,0.011190895,-0.00760407,0.006707363,0.007066045,-0.017718917,0.012195205,-0.037589926,-0.001013278,-0.002456975,-0.003658562,0.016499396,-0.00286946,0.002851526,-0.013414727,0.027977237,-0.040459387,-0.000515606,0.017431971,-0.00882359,0.029985858,-0.007532333,-0.01169305,-0.011836523,0.022525262,0.004627005,0.027403345,-0.010688739,-0.011334368,-0.031564061,-0.018221073,0.023959992,-0.016858079,0.045624416,0.017288497,-0.023529572,-0.016786342,0.042181063,0.003748232,-0.017288497,-0.008142093,-0.004268322,0.040172443,-0.019368855,0.006671495,-0.001488532,0.042754956,-0.020229694,-0.028694602,-0.041033279,0.01047353,0.004286256,0.004411795,-0.019081909,0.020803586,0.03672909,-0.008142093,-0.008751853,0.001640973,-0.014347301,-0.038450766,0.000522331,-0.020229694,-0.018508019,0.035581306,0.050789446,0.055093635,-0.021807898,0.038163818,-0.011262631,0.025251249,-0.034290049,0.045050524,0.0067791,-0.02094706,-0.048206929,0.008859458,0.007137782,-0.024677357,0.012769097,0.006025866,-0.035294361,0.009612692,-0.04476358,0.007675806,0.037876874,0.005236765,0.001156751,0.012625624,0.01025832,0.023529572,0.015423348,0.004160717,-0.021664424,-0.017862389,0.015925504,0.041033279,0.023242628,0.019512329,0.037876874,-0.018005863,-0.006635627,0.001981721,0.016571132,0.009540955,0.010114847,0.008715985,0.006599758,0.012410415,0.005236765,-0.014992929,0.03099017,-0.002797724,-0.039885495,0.05825004,0.000159165,0.016140714,0.043041904,-0.000887739,0.008034488,0.024964303,-0.028838074,-0.015638558,0.009182272,-0.033859629,-0.001963787,-0.008070357,-0.009612692,-0.012410415,0.003676496,-0.047633037,0.005236765,0.032711845,0.002439041,0.017073289,-0.011621314,-0.011764786,-0.018651491,0.003927574,0.002456975,-0.019225383,0.018938437,0.046198308,0.019081909,-0.045624416,-0.015423348,0.009182272,0.020086221,0.008393171,-0.003855837,-0.019942747,-0.02094706,0.000883256,0.015064666,-0.010688739,0.011119158,0.015495085,0.014490774,-0.022238316,0.012051732,0.012769097,-0.019081909,-0.005344369,-0.011621314,0.017145025,-0.008249698,-0.005344369,0.022812208,0.002286601,-0.009002931,0.028407656,-0.001865149,-0.013701673,-0.013845146,-0.006492154,0.022812208,-0.030416278,-0.035294361,-0.042754956,-0.016284186,0.007137782,0.002510778,0.008572512,-0.013701673,0.00656389,-0.006671495,0.012697361,-0.022238316,-0.001856182,0.006276944,0.006599758,0.008680117,-0.006133471,0.006958441,-0.023816518,0.008177961,0.009254009,0.003335747,-0.006635627,-0.015853768,0.007532333,-0.048206929,-0.05825004,-0.025394723,-0.031420588,-0.001049146,0.021377478,-0.023816518,-0.046198308,0.026112087,0.0045194,-0.028694602,-0.007747543,-0.024533885,-0.024677357,-0.032281429,0.018794963,-0.032711845,-0.009684428,0.011190895,-0.001380928,0.015279875,-0.025107777,-0.005738921,-0.004340059,-0.002170029,-0.017718917,-0.020373167,0.010186584,-0.009971374,-0.025394723,0.003622693,-0.048493877,0.015638558,-0.036155198,-0.016427658,-0.000600793,0.003281945,0.022094844,-0.009110536,-0.017145025,-0.023242628,-0.014921193,0.023673046,0.02195137,-0.025394723,0.003371616,-0.032998793,-0.000959476,-0.037589926,-0.013271254,-0.04476358,-0.015423348,-0.018651491,-0.049067769,0.033429209,-0.002089326,-0.033716157,-0.000932575,-0.001080531,0.036155198,-0.004106915,0.005272633,-0.02195137,-0.010043111,-0.027403345,-0.035868254,0.006814968,0.039598551,0.037302982,-0.041320227,-0.025394723,-0.025394723,-0.000699431,0.003604759,0.016355922,-0.00799862,-0.006994309,0.035150886,0.020229694,-0.007747543,0.017647181,0.026399033,-0.030416278,-0.011908259,0.026542507,-0.012195205,0.034146577,-0.006169339,-0.008859458,0.0045194,0.019799275,-0.031277116,-0.022812208,0.007066045,0.039885495,0.001264356,-0.026542507,-0.016355922,0.002214865,-0.018938437,-0.02955544,-0.008070357,-0.006420417,-0.001389895,0.002241766,-0.018292809,0.016355922,-0.002134161,0.037302982,0.00180238,-0.013199517,-0.020086221,-0.011621314,0.021377478,-0.005272633,-0.02195137,-0.017216761,0.037876874,0.033142265,0.041607171,-0.011477841,0.031133642,-0.045050524,-0.003981376,-0.025394723,-0.031707536,0.024533885,0.032568373,0.028694602,-0.021090532,-0.019942747,0.054806691,-0.004483532,-0.020086221,-0.01599724,0.018651491,0.020373167,0.000504397,-0.007424728,-0.063702017,-0.014203828,0.030846696,-0.006599758,-0.027259871,-0.024103465,-0.020660114,-0.004985687,0.005559579,-0.034146577,-0.011549577,-0.00173961,0.008321434,0.007030177,-0.015638558], 
37           'numCandidates': 150, 
38           'limit': 10
39         }
40       }, {
41         '$project': {
42           '_id': 0, 
43           'title': 1, 
44           'plot': 1, 
45           'year': 1, 
46           'score': {
47             '$meta': 'vectorSearchScore'
48           }
49         }
50       }
51     ];
52   // run pipeline
53   const result = coll.aggregate(agg);
54 
55   // print results
56     await result.forEach((doc) => console.dir(JSON.stringify(doc)));
57   } finally {
58     await client.close();
59   }
60 }
61 run().catch(console.dir);

1 '{"plot":"A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.","title":"Chitty Chitty Bang Bang","year":1968,"score":0.7492260932922363}'
2 '{"plot":"A pilot, stranded in the desert, meets a little boy who is a prince on a planet.","title":"The Little Prince","year":1974,"score":0.734635591506958}'
3 '{"plot":"In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.","title":"In Search of the Castaways","year":1962,"score":0.7282257080078125}'
4 '{"plot":"An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.","title":"Bedknobs and Broomsticks","year":1971,"score":0.7203655242919922}'
5 `{"plot":"A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.","title":"Pastoral Hide and Seek","year":1974,"score":0.7198004722595215}`
6 '{"plot":"In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...","title":"Peter Pan","year":1960,"score":0.7196557521820068}'
7 '{"plot":"When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...","title":"The Cowboys","year":1972,"score":0.7186427116394043}'
8 '{"plot":"When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.","title":"The 7th Voyage of Sinbad","year":1958,"score":0.7148654460906982}'
9 '{"plot":"A red balloon with a life of its own follows a little boy around the streets of Paris.","title":"The Red Balloon","year":1956,"score":0.7147994041442871}'
10 '{"plot":"This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...","title":"Perri","year":1957,"score":0.712277889251709}'

Dica

Exemplos adicionais de filtro

Excluir o campo _id e inclua somente os campos plot e title nos resultados.
Adicione um campo chamado score que exibe a pontuação da pesquisa vetorial para cada documento nos resultados.

Trabalhe com uma versão executável deste exemplo como um bloco de anotações Python.

1 import pymongo
2 
3 # connect to your Atlas cluster
4 client = pymongo.MongoClient("<connection-string>")
5 
6 # define pipeline
7 pipeline = [
8   {
9     '$vectorSearch': {
10       'index': 'vector_index', 
11       'path': 'plot_embedding_voyage_3_large', 
12       'queryVector': [-0.034731735,0.008558298,-0.0153717,-0.029912498,0.011549547,0.010261648,-0.011964999,-0.023265276,0.010303194,-0.006896493,-0.00054528,0.003926015,-0.025757983,0.027419789,0.001199616,-0.036227357,-0.005297005,0.021935832,0.010303194,-0.019193852,0.025093261,-0.040049512,-0.033900831,-0.011466458,-0.01827986,-0.0153717,0.023265276,0.007727395,0.000114249,0.005317777,-0.043871664,-0.02127111,-0.019609304,0.016368784,-0.004756918,0.003552109,0.006522586,-0.005400868,-0.015620971,-0.034565553,-0.018695312,-0.023099095,0.050851244,-0.034731735,0.004819236,0.022268193,-0.095719993,0.05517194,-0.046198189,-0.036393538,0.007187308,-0.02459472,-0.036725901,0.009472291,0.019027673,0.020938748,-0.011051006,0.027087428,0.04586583,-0.022600554,-0.05517194,0.044204023,0.01213118,0.047859997,-0.03938479,0.002928932,0.002056484,0.019443123,-0.028583053,0.013543714,0.022932915,0.011632638,0.004923099,0.000389486,0.020024756,-0.024096178,-0.022766734,0.011217186,-0.003198975,0.007104218,-0.047195274,-0.013377533,0.013294443,0.024096178,-0.056501385,-0.026755067,-0.008433662,-0.001911076,0.007976666,-0.008101301,-0.014042255,0.008641388,-0.02176965,0.010012378,-0.000607598,-0.024927082,0.024927082,-0.018612221,-0.001184036,0.005567048,0.001324251,-0.019526213,-0.023597637,0.060489718,-0.010178559,-0.019609304,0.004112968,-0.011217186,-0.031574301,-0.008766023,0.005483958,-0.061819162,-0.023431456,-0.040714234,0.015039339,0.026422706,0.016202603,0.004653055,0.041046593,-0.018030589,0.040381871,-0.002638116,0.013045172,0.004216831,0.005650138,0.027419789,0.003926015,-0.028749233,0.004798463,-0.030244859,0.063813329,0.007145763,-0.017448956,0.025591804,-0.045201108,0.010718645,0.002804297,0.014291527,0.04586583,-0.015205519,-0.021603471,-0.035230275,0.00760276,0.033236109,0.016534964,-0.043206941,-0.003115885,-0.026256526,0.005940954,0.016534964,0.024262359,-0.001630647,0.028084511,-0.012795902,0.007270399,0.001381376,-0.009763107,-0.006896493,0.008433662,-0.019360034,0.000386889,0.030411039,0.025591804,0.010469374,0.037722982,-0.001147684,-0.005400868,0.052845411,-0.052513052,0.00768585,-0.004299921,0.00922302,0.011881908,0.012962082,-0.068798743,0.003593654,0.020938748,-0.013792985,-0.034565553,-0.007519669,-0.04021569,-0.020689478,0.006273315,0.046862911,0.006107135,0.002638116,-0.013792985,-0.005400868,-0.020274026,0.007644305,-0.010801735,0.026422706,0.043871664,0.003780607,0.010261648,-0.064145692,0.011881908,-0.009056839,0.009347656,-0.02459472,0.026422706,0.033236109,0.041212775,0.019027673,-0.00315743,0.004424557,0.020689478,-0.0153717,-0.015205519,-0.034897912,0.020274026,0.016867325,0.040714234,-0.022766734,-0.010967916,0.026256526,0.007062673,-0.015953332,-0.007727395,0.031574301,-0.002887387,-0.00614868,0.004569965,0.019027673,0.012878992,0.011798819,0.004258377,-0.019193852,-0.021437289,-0.021603471,0.000301202,-0.051183607,-0.004985416,-0.030078677,0.012629721,0.065142773,-0.031740483,-0.021104928,-0.03938479,-0.003365156,-0.016036423,0.036393538,0.009804652,-0.018612221,0.060489718,-0.003697517,0.000547876,0.063480966,0.02758597,0.010053922,-0.003655972,-0.001485239,0.018362951,0.021104928,-0.003905243,0.019443123,-0.002658889,-0.00380138,-0.013626805,0.035894997,0.035396457,-0.005691683,0.002762751,0.012878992,-0.009596926,-0.009970833,-0.015953332,0.022434372,0.00614868,-0.021188019,0.001557943,-0.020190936,0.009763107,0.017448956,0.006730312,0.005567048,0.019692395,-0.00218112,-0.016867325,0.006854947,0.007976666,0.019193852,0.040880412,0.007353489,-0.02127111,-0.031906664,-0.026755067,-0.017947499,0.040381871,0.042209856,0.00913993,-0.0307434,-0.017781317,-0.015039339,0.03057722,0.017532047,0.0187784,-0.060822077,0.002928932,-0.026422706,-0.005899409,0.039717149,0.026588887,-0.000971118,0.004923099,-0.013626805,0.0187784,-0.031408124,-0.000695881,0.050851244,-0.014457707,-0.007311944,-0.001293092,-0.002139574,-0.019276943,0.00290816,0.019360034,-0.017781317,0.002160347,0.016618054,-0.006522586,0.011798819,0.029247776,-0.02775215,0.010344739,-0.018362951,-0.036725901,-0.015870241,0.015704062,-0.012463541,0.02459472,-0.024096178,0.001152877,-0.031408124,0.025425622,0.027087428,0.00922302,0.034565553,0.015704062,-0.020689478,-0.00517237,-0.014706978,-0.001589101,0.026090344,0.014956249,0.011715728,0.004299921,-0.00913993,0.022434372,-0.03705826,0.048524719,-0.030411039,0.008433662,0.017033506,-0.000511525,-0.031408124,0.005940954,-0.012962082,-0.031574301,0.017448956,0.010178559,-0.011383367,-0.020107845,-0.005151597,0.006647222,0.013128263,0.007145763,0.008059756,-0.045201108,-0.004943871,0.015787151,-0.045201108,-0.020772567,-0.020274026,0.028250692,-0.024262359,-0.004424557,0.009804652,0.000472576,-0.005691683,0.001443693,-0.013294443,0.001412535,0.013211353,-0.01213118,-0.002118802,0.017781317,-0.007353489,-0.031075761,-0.004923099,0.011383367,-0.004486875,-0.010178559,0.016618054,0.014457707,0.023763817,-0.02459472,-0.00388447,0.012546631,-0.007519669,0.015704062,-0.014291527,0.009680017,-0.035562634,0.023763817,0.053510133,-0.0555043,-0.003572882,0.022102011,0.021603471,-0.017282777,-0.001474852,-0.043539301,0.007810486,-0.025757983,-0.005400868,0.029912498,-0.00760276,0.014125346,0.030909581,-0.03340229,-0.009680017,0.018030589,0.008849114,0.03057722,0.019775484,0.014125346,0.031906664,-0.03057722,-0.027087428,-0.023597637,-0.022434372,-0.012878992,0.016285693,-0.021603471,-0.029746316,0.029746316,0.020357117,0.006314861,-0.001158071,0.028749233,-0.045201108,0.011383367,0.011134096,-0.021437289,-0.035728816,0.001827986,0.008267482,-0.057498466,0.01213118,-0.01213118,-0.040548053,0.010718645,0.004798463,-0.004881553,-0.019526213,-0.008558298,0.0059825,-0.000262254,-0.017615138,0.005193142,0.019692395,-0.00198378,-0.002845842,0.012546631,0.006107135,-0.008225936,-0.008890659,0.015870241,0.00517237,0.002596571,-0.010427829,-0.019110762,0.024262359,0.012048089,-0.032405205,0.006522586,0.013211353,0.013211353,-0.038221523,-0.007727395,-0.008267482,-0.019276943,0.001474852,0.031408124,-0.035562634,0.017532047,-0.023431456,-0.015454791,-0.011383367,0.016534964,-0.02176965,0.008682934,0.027253609,0.020190936,-0.0247609,-0.007311944,0.009555381,-0.01852913,-0.011632638,0.011549547,0.027419789,-0.034067012,-0.01229736,0.0307434,0.003946788,0.0046946,0.037722982,0.03057722,-0.010427829,0.002284982,0.033236109,0.030078677,-0.013377533,0.007395034,-0.012048089,0.040714234,-0.028749233,-0.000102565,-0.0059825,-0.041046593,0.017698228,-0.006356406,0.003178203,0.009056839,0.023099095,0.00606559,0.011881908,-0.02127111,-0.001126912,-0.027087428,0.011134096,0.001204809,-0.017033506,0.011051006,-0.014374617,0.017864408,0.023431456,-0.002077257,-0.026755067,-0.043871664,0.025757983,-0.006190225,0.001152877,0.011798819,-0.024262359,0.006564131,-0.070128188,-0.004362239,0.012962082,-0.013626805,-0.001402148,-0.012214269,0.011217186,-0.015953332,0.015787151,0.011134096,0.027253609,0.024262359,-0.048192356,0.009970833,0.018944582,-0.00517237,0.021935832,0.02775215,0.003406701,-0.010884825,0.075113602,-0.015953332,0.007727395,0.026755067,-0.006190225,-0.012712811,0.013377533,0.005940954,-0.008309027,0.02459472,0.002316141,-0.022434372,-0.012712811,0.03057722,-0.015787151,0.026755067,-0.001069787,0.03988333,-0.003697517,0.039550968,-0.019027673,-0.0059825,-0.00031029,-0.012546631,-0.003614427,0.007478124,0.005525503,0.032571387,-0.011798819,-0.011466458,-0.00606559,-0.011798819,0.018446039,0.007976666,0.018944582,-0.02176965,0.026588887,-0.006273315,-0.012463541,-0.007395034,0.012048089,-0.029247776,0.015454791,-0.007145763,0.006481041,-0.015620971,-0.00388447,-0.025757983,-0.001651419,-0.032903746,-0.005068507,0.03938479,0.003926015,0.004715373,0.022600554,-0.012546631,0.022932915,0.007810486,0.040714234,0.019941665,0.013543714,0.003406701,0.010884825,-0.03988333,0.042209856,-0.022766734,0.027419789,-0.029580137,0.043206941,0.022932915,0.021104928,-0.056833744,0.005193142,0.036061179,-0.012878992,0.008516753,-0.02758597,-0.030244859,-0.011798819,0.001111332,-0.014125346,-0.014125346,0.019027673,0.029081594,0.018861491,0.013626805,0.06846638,0.023099095,0.041378956,0.001599488,-0.028749233,0.017781317,0.016285693,0.021603471,-0.018113678,0.011300277,-0.032239024,0.022434372,-0.02459472,-0.013626805,0.005483958,0.013460624,-0.031574301,-0.015620971,0.016451873,0.014790068,-0.008849114,0.011134096,0.00461151,0.015122429,0.036227357,0.00206687,0.000877641,0.022102011,-0.028250692,0.022600554,-0.026422706,0.004029878,-0.032072846,0.017116595,0.010884825,0.019609304,0.00614868,0.005733229,0.016119512,0.002866614,-0.014540797,0.012463541,-0.003905243,0.003759835,-0.000485559,-0.022766734,-0.016285693,0.037722982,0.009513836,0.001506011,0.011964999,0.004029878,0.019941665,-0.000965924,0.002129188,0.015205519,0.071125269,0.022932915,0.005940954,-0.00044661,0.010220103,-0.03423319,-0.016285693,-0.016867325,-0.000659529,-0.008018211,-0.011383367,0.000016634,0.004071423,-0.029413955,0.019941665,-0.00913993,-0.024096178,0.010635555,0.010594009,0.001547556,0.036227357,-0.030078677,0.020772567,0.022268193,-0.014125346,0.008766023,-0.012962082,-0.007187308,0.017033506,-0.007187308,-0.015205519,-0.005608593,0.044536386,-0.001235968,0.007852031,0.001599488,0.005857864,-0.005940954,-0.010510919,-0.005567048,0.006730312,0.016285693,-0.010801735,-0.024428539,0.015122429,-0.02176965,0.01528861,-0.007436579,0.00226421,-0.004715373,0.004507647,0.004341467,0.005525503,-0.031075761,-0.005899409,0.037556801,0.014873158,-0.000342747,0.009970833,-0.019443123,0.023597637,-0.012048089,-0.025259443,0.006024044,-0.01827986,0.010012378,0.016784234,0.013211353,-0.005400868,-0.024428539,-0.02176965,-0.035230275,0.009347656,0.028583053,-0.015704062,-0.017781317,0.00226421,0.001199616,-0.003385928,0.008267482,0.002326528,0.022434372,-0.020190936,-0.015787151,0.000789358,0.031241942,0.011300277,0.001506011,-0.023265276,-0.010967916,0.009056839,0.011300277,-0.030244859,0.007478124,0.001111332,-0.035894997,0.0153717,0.002700434,0.021104928,0.010884825,-0.003344383,0.00768585,0.010386284,0.00452842,-0.014706978,0.028084511,0.013377533,0.014873158,0.046862911,-0.015454791,0.021188019,0.013959166,0.012629721,0.025924165,-0.018695312,-0.00922302,-0.0093892,0.007727395,0.036892079,0.007228854,-0.01229736,0.029247776,-0.004943871,-0.027253609,-0.008433662,0.043206941,0.002825069,0.028583053,-0.023431456,0.034897912,-0.041545134,-0.016534964,0.003053567,-0.012712811,0.002741979,-0.007187308,-0.025093261,-0.045201108,-0.004424557,-0.016618054,-0.008890659,0.008018211,-0.05184833,-0.019526213,-0.013377533,-0.010469374,0.030244859,-0.005068507,0.051183607,0.005483958,-0.006024044,0.035064094,-0.011134096,0.014956249,0.002284982,0.001724123,-0.01229736,0.012629721,0.010261648,0.014540797,0.048857078,-0.029580137,-0.024927082,-0.008350573,-0.03988333,0.000939959,0.013543714,0.013626805,-0.021437289,-0.012962082,0.006771857,0.013709894,-0.0059825,0.035396457,-0.006439496,-0.029580137,0.0046946,0.019609304,-0.007270399,0.014291527,-0.015620971,0.00118923,-0.00760276,-0.017199686,0.023265276,0.026588887,-0.030078677,-0.016701145,-0.025757983,0.004964644,0.026588887,0.043206941,0.011051006,-0.009846197,0.028915415,0.031574301,0.023763817,0.009264565,-0.008433662,-0.035064094,-0.000579035,-0.0247609,0.014125346,0.016618054,0.028749233,-0.052513052,-0.016867325,-0.01238045,0.002741979,0.013709894,0.010718645,0.013626805,0.009596926,-0.004403784,-0.02758597,-0.000945152,0.000420645,0.003759835,0.012546631,-0.011881908,0.008392117,0.012795902,0.005483958,-0.009763107,0.006397951,-0.010801735,0.012795902,-0.03938479,0.005733229,0.005733229,-0.000433627,0.015454791,0.002357686,-0.006564131,0.030244859,-0.024428539,0.016036423,0.014291527,-0.004964644,0.029413955,0.040381871,0.012629721,-0.033568468,-0.026422706,-0.037889164,-0.034399372,-0.03423319,0.021935832,0.004133741,-0.014623888,-0.013543714,-0.05517194,0.004736145,0.006314861,0.00006037,0.006356406,0.003323611,-0.010344739,0.007062673,0.005899409,-0.00623177,-0.001973394,-0.0555043,0.011881908,0.001350217,-0.033069927,-0.026921248,0.022268193,0.028583053,-0.021021837,0.010884825,0.019692395,-0.005442413,0.031574301,-0.014956249,0.01238045,-0.006356406,0.006273315,-0.003095113,-0.014540797,-0.02176965,0.005006189,-0.002658889,0.042542219,-0.02176965,0.017199686,-0.016701145,-0.001599488,0.016950415,-0.021188019,0.017864408,0.023763817,-0.000669915,0.025093261,0.021104928,0.008807569,0.037390623,-0.025591804,-0.003178203,-0.001319058,0.020523297,0.005255459,0.019276943,-0.00226421,0.00760276,-0.057166107,-0.006896493,-0.034067012,0.043871664,0.038221523,0.008101301,0.03988333,0.015870241,0.000955538,-0.004299921,-0.002928932,-0.002118802,-0.020523297,-0.001168457,-0.011134096,-0.000685495,0.003323611,0.011549547,0.034565553,0.029247776,-0.029746316,0.005213914,0.019110762,-0.003302838,0.026422706,0.028915415,-0.036227357,0.033236109,0.038387705,-0.035230275,0.004071423,-0.021935832,0.002928932,0.000976311,0.000527104,-0.006854947,-0.003822153,-0.001199616,0.019858574,-0.002762751,0.039052427,-0.008641388,0.032239024,-0.002295369,0.035396457,0.044536386,-0.029413955,0.025093261,-0.03423319,-0.016867325,-0.008849114,0.008433662,-0.004486875,0.017033506,0.006730312,-0.008599843,-0.008225936,-0.024428539,0.006564131,-0.007561215,-0.032072846,-0.019941665,0.035396457,0.019276943,0.010261648,0.005857864,0.032239024,-0.044204023,-0.018944582,0.002409618,0.032903746,0.05517194,-0.03655972,0.007976666,0.030909581,-0.023929998,0.016368784,0.01528861,-0.00768585,0.02176965,0.013626805,-0.02459472,0.04021569,-0.032737568,0.006854947,-0.011383367,0.014873158,-0.02176965,0.00243039,0.0093892,0.0093892,-0.029580137,0.019858574,0.01827986,0.024428539,0.017864408,-0.028250692,-0.001111332,0.056169022,0.007478124,-0.010718645,0.041046593,-0.015704062,0.034731735,0.002523867,-0.032571387,0.004341467,-0.023597637,-0.011881908,-0.035562634,0.006688767,0.007810486,-0.012712811,0.022600554,0.03057722,0.022600554,0.010552464,0.0307434,-0.009638472,0.02176965,-0.018030589,0.024262359,-0.036227357,-0.020772567,0.001641033,-0.022932915,-0.014623888,0.018362951,0.002575798,0.006190225,-0.011051006,0.021021837,0.019110762,0.02127111,-0.028583053,-0.052180689,-0.014291527,-0.010552464,0.036393538,0.042542219,-0.04586583,-0.001869531,0.008350573,-0.008516753,-0.020772567,0.000294711,0.015704062,-0.014457707,-0.020772567,0.008766023,-0.026588887,-0.004736145,-0.028084511,-0.007519669,0.010552464,-0.016534964,0.006190225,0.012962082,-0.016618054,0.012546631,0.02459472,0.022932915,0.020440206,-0.027918331,-0.008059756,0.020689478,-0.014623888,-0.011466458,-0.006896493,-0.020024756,-0.031408124,0.021603471,0.007270399,-0.03057722,0.008350573,-0.021437289,0.00072704,-0.043871664,0.006314861,-0.017199686,0.02176965,0.024262359,-0.020357117,-0.000542683,-0.005213914,0.001963008,-0.00064395,-0.022434372,0.022102011,-0.006688767,-0.028583053,0.002191506,-0.005047734,0.002368073,0.014956249,0.023929998,-0.003302838,-0.032239024,0.022268193,-0.013377533,-0.010801735,0.003676744,0.009015295,-0.039550968,0.010884825,-0.033568468,0.013709894,-0.029413955,-0.006356406,-0.020274026,0.023597637,0.030909581,0.02176965,0.016285693,0.045533467,-0.024096178,-0.030909581,-0.026422706,0.002783524,-0.010594009,0.004362239,-0.070792913,0.009472291,-0.022102011,0.011134096,-0.017448956,-0.011549547,-0.056833744,0.00082571,0.026588887,-0.013709894,0.002575798,0.02176965,-0.000568649,-0.007270399,0.004279149,-0.042874578,-0.026588887,0.016784234,0.036725901,-0.028915415,-0.009513836,0.017448956,0.002035712,-0.007228854,0.011383367,0.011134096,0.028915415,0.0153717,-0.027087428,0.043871664,-0.005089279,0.006314861,0.014291527,-0.003240521,0.025924165,-0.001230775,-0.015454791,-0.012629721,0.031740483,-0.039717149,-0.031075761,0.006605676,-0.008641388,-0.032239024,0.037722982,-0.03705826,-0.024096178,0.001911076,0.018196769,-0.007353489,-0.011300277,-0.029081594,0.004590738,-0.018030589,-0.026588887,0.010261648,0.038221523,0.008392117,-0.01213118,0.018362951,-0.034731735,-0.017781317,-0.011632638,0.005255459,0.000851675,0.014208436,-0.000039922,-0.000228498,0.014790068,0.00913993,0.0004544,-0.011798819,-0.020440206,0.005899409,0.008350573,0.006314861,0.040548053,0.003427474,-0.010801735,0.008599843,0.002586185,-0.041212775,-0.016368784,0.020024756,0.000965924,-0.021021837,-0.008475208,0.0307434,0.00760276,0.003614427,0.003489791,-0.025924165,0.000799744,0.013460624,-0.020440206,0.048857078,0.004320694,-0.048857078,0.015039339,-0.029580137,0.025924165,0.018861491,-0.014706978,0.000576439,-0.031241942,0.0307434,0.0153717,0.014706978,0.028084511,-0.01238045,-0.031241942,0.018196769,-0.034897912,0.008142847,0.010718645,0.00922302,0.047859997,-0.00072704,-0.010427829,0.007104218,0.026256526,0.012214269,-0.013377533,-0.05184833,0.005276232,0.021935832,-0.007021128,0.009804652,0.007893575,0.024096178,-0.002357686,0.033900831,-0.031740483,0.034565553,-0.036892079,-0.015454791,0.030411039,0.010552464,-0.022268193,-0.001391762,-0.008184392,-0.008558298,0.008475208,-0.009929287,0.010427829,0.041378956,-0.009555381,-0.008724478,-0.039052427,0.034731735,-0.014291527,0.023099095,0.029081594,0.007519669,0.010967916,-0.008142847,0.006190225,-0.031075761,0.033734649,-0.001672192,0.047859997,-0.022434372,-0.007395034,0.01213118,0.056169022,0.002762751,-0.029413955,-0.000763392,-0.015787151,0.010801735,0.008142847,0.029912498,-0.0018176,0.033236109,-0.046198189,-0.002492708,-0.006730312,0.008807569,-0.03655972,0.009430746,-0.053842496,-0.060489718,0.046862911,0.002783524,-0.0187784,0.000571246,0.00760276,0.002482322,0.001319058,-0.014291527,0.001464466,-0.011632638,-0.012463541,-0.004902326,0.000841289,0.006688767,0.030244859,0.018944582,0.000532297,-0.015620971,0.007104218,0.005608593,0.002035712,-0.023763817,0.003032795,0.010594009,-0.023597637,-0.042376038,-0.005255459,0.001199616,-0.0247609,-0.007893575,-0.011632638,0.013045172,-0.005691683,-0.007104218,0.027419789,-0.004320694,-0.005525503,-0.026090344,0.031408124,-0.012795902,-0.007062673,0.000939959,0.000030185,0.004175286,0.014291527,0.033236109,-0.038720068,0.074116521,-0.019692395,0.001589101,0.013792985,-0.056169022,-0.028749233,-0.001599488,0.004175286,0.014790068,0.00162026,-0.007519669,-0.041378956,0.016534964,-0.003572882,-0.002575798,-0.019526213,-0.00922302,-0.033900831,-0.042043675,-0.014208436,0.010178559,0.017698228,0.032239024,0.00913993,0.009264565,-0.012463541,-0.005857864,-0.015870241,0.004486875,0.018861491,-0.000176567,-0.029912498,0.016784234,0.012546631,0.051183607,0.023597637,0.032903746,0.0153717,-0.013377533,-0.000016634,-0.061486799,-0.034565553,0.016119512,0.00380138,-0.003863698,0.004362239,-0.017532047,-0.002762751,0.000102565,-0.021437289,0.029247776,-0.010718645,-0.015870241,-0.016285693,0.010220103,-0.000373906,0.012962082,0.010137013,-0.007228854,0.02127111,-0.029247776,0.018113678,0.009181475,0.002233051,0.014374617,-0.00396756,0.010801735,0.007644305,0.020855658,0.014790068,0.032737568,-0.037390623,0.003032795,0.010801735,-0.01553788,-0.014790068,0.019526213,-0.017947499,-0.007893575,-0.011964999,-0.00614868,-0.005857864,-0.032072846,-0.025924165,0.001163264,-0.013294443,-0.01553788,0.016701145,-0.013460624,-0.001111332,0.00760276,0.01553788,-0.033734649,0.048192356,-0.003282066,0.031906664,0.002845842,0.003240521,0.017116595,-0.01827986,0.006896493,-0.00760276,-0.009680017,-0.02459472,-0.020689478,-0.053510133,0.00614868,-0.010552464,-0.032405205,-0.0307434,0.025093261,0.003635199,-0.008101301,-0.00606559,-0.007436579,0.00606559,-0.012962082,0.026921248,0.009098385,0.046530552,-0.011632638,0.032571387,-0.033900831,0.009846197,0.002866614,0.032903746,0.008973749,0.012712811,0.040049512,0.013626805,-0.026256526,-0.031408124,0.036227357,0.011964999,-0.006024044,-0.001848759,0.015704062,-0.021188019,-0.035064094,-0.013377533,-0.009721561,-0.01553788,0.008766023,0.005400868,0.004507647,-0.018362951,-0.026588887,-0.00913993,-0.025591804,0.035894997,0.021935832,-0.031906664,-0.000602404,0.026422706,-0.006397951,0.006647222,0.0093892,0.020606387,0.00913993,0.015620971,-0.024096178,0.00063616,-0.006564131,0.01238045,-0.013709894,0.000563456,-0.009887742,0.016618054,-0.003323611,0.000451803,0.001609874,0.008682934,0.025259443,0.020024756,-0.027253609,0.010884825,0.028250692,-0.054839578,0.033568468,-0.004902326,0.003053567,0.020274026,-0.015704062,-0.00614868,-0.063813329,0.002482322,0.009763107,-0.001609874,-0.012214269,0.020107845,0.001921462,0.018695312,-0.004923099,0.007270399,-0.023763817,0.005234687,0.003406701,0.002565412,0.007104218,0.000841289,0.016202603,0.01827986,-0.031075761,-0.035562634,-0.025259443,-0.007021128,0.000641353,-0.033069927,0.010718645,0.005650138,0.024927082,-0.002658889,0.00380138,0.009929287,-0.004258377,-0.039717149,-0.022434372,0.025425622,0.00198378,0.006356406,0.017615138,-0.032072846,0.046862911,-0.026921248,0.005940954,0.021603471,-0.002253824,0.002825069,-0.030411039,-0.003115885,0.023597637,-0.004320694,-0.007852031,0.018030589,-0.008724478,-0.005733229,0.032903746,0.013876075,0.015454791,-0.023597637,0.005151597,-0.035396457,0.02176965,-0.012463541,0.025591804,0.014540797,-0.027918331,0.004154514,0.008724478,0.016036423,-0.015870241,0.005400868,-0.017365867,-0.044868745,-0.000485559,0.020357117,-0.00760276,-0.023265276,-0.012048089,0.008433662,0.018362951,-0.006979583,0.0307434,0.008392117,0.027087428,-0.019360034,0.016119512,0.02127111,0.010801735,0.00299125,0.002949705,0.012463541,-0.000025966,0.015953332,0.029413955,0.020024756,0.003780607,0.022102011,-0.031740483,0.01553788,0.010386284,0.028749233,-0.010884825,0.008682934,-0.003531337,-0.05517194,-0.019360034,-0.009347656,-0.002025325,0.003261293,-0.025425622,-0.01553788,-0.000251867,0.014291527,0.012546631,0.035728816,-0.007062673,-0.006605676,0.000384293,-0.005047734,-0.032571387,-0.021188019,-0.02127111,-0.016036423,0.008475208,-0.004009106,0.014291527,-0.008101301,0.004424557,-0.038221523,-0.019360034,0.015039339,-0.015454791,-0.029580137,0.035728816,0.004466102,-0.000778971,-0.005068507,-0.017781317,0.00477769,0.001838372,0.030244859,0.01213118,-0.022932915,-0.005359322,0.037390623,0.005899409,0.002046098,0.037889164,0.016701145,0.010303194,0.02127111,-0.009513836,-0.022268193,-0.005650138,-0.00388447,0.016534964,-0.023265276,-0.00054528,0.004819236,0.004715373,-0.001178843,-0.051183607,-0.00614868,-0.010552464,-0.002741979,-0.009181475,0.023597637,0.019193852,0.017199686,-0.036393538,-0.00243039,-0.015870241,-0.014706978,-0.00145408,0.016368784,-0.011632638,-0.014623888,-0.01229736,-0.01553788,0.040880412,0.023929998,-0.014623888,0.002648502,0.031906664,-0.033734649,-0.026755067,0.002783524,0.005359322,0.009970833,0.001412535,0.016950415,0.016285693,-0.006730312,-0.02459472,0.050851244,-0.001827986,-0.020855658,0.020938748,0.004071423,-0.021603471,-0.007852031,-0.023929998,-0.029912498,-0.003365156,0.017365867,-0.010427829,-0.011715728,0.014956249,0.011383367,0.032405205,-0.028583053,-0.017448956,0.018446039,0.017615138,0.035728816,-0.010095468,-0.00254464,0.010012378,0.028250692,-0.020855658,-0.002305755,-0.001002276,-0.014125346,-0.007021128,-0.028583053,-0.045533467,-0.02758597,-0.020440206,0.001350217,0.010053922,0.020689478,-0.017615138,0.026422706,0.040880412,0.012463541,-0.010718645,-0.014706978,0.068134025,0.038720068,0.047859997,-0.012546631,0.015704062,-0.002087643,-0.010303194,0.014790068,0.018612221,0.007395034,-0.014790068,-0.017864408,-0.005068507,-0.054507218,0.004902326,-0.004050651,0.021603471,0.019775484,-0.024262359,-0.012795902,0.021935832,-0.004009106,-0.039717149,0.037556801,-0.016701145,-0.025757983,0.005483958,-0.005110051,-0.021935832,-0.003406701,0.010594009,0.015787151,-0.049854163,0.007727395,-0.008392117,-0.017199686,0.009970833,-0.008849114,-0.013876075,-0.0059825,-0.015870241,-0.007104218,0.028250692,-0.029081594,0.026921248,0.00299125,-0.017781317,0.042542219,0.018196769,0.052845411,-0.004819236,-0.014125346,0.02459472,-0.011715728,0.015787151,-0.005774774,0.004902326,-0.004964644,-0.02758597,-0.013959166,-0.033568468,-0.027918331,-0.017698228,0.003489791,-0.020024756,-0.021603471,0.019360034,0.028084511,-0.002503094,-0.018861491,-0.002295369,0.050851244,-0.020689478,-0.000459593,-0.026090344,0.002783524,-0.005899409,-0.026921248,-0.0093892,-0.004112968,0.031574301,0.003926015,-0.032903746,-0.046198189,-0.019027673,-0.00913993,0.030411039,-0.019443123,0.001963008,-0.005193142,0.010884825,-0.02127111,-0.025259443,0.032737568,0.00089322,0.003282066,0.001713737,-0.006439496,0.016867325,-0.031574301,0.031075761,-0.009970833,0.022600554,-0.023597637,-0.014956249,0.004009106,0.00198378,0.026588887,-0.023431456,-0.023763817,-0.013294443,-0.029746316,0.001381376,-0.042874578,-0.00913993,0.014873158,0.016202603,0.012878992,-0.006024044,0.009638472,0.010552464,-0.017033506,-0.027087428,0.044536386,-0.038055345,0.001329444,-0.019609304,0.023597637,-0.043206941,0.040049512,0.017615138,0.046862911,0.02127111,0.013294443,-0.039550968,-0.018861491,-0.019609304,-0.033734649,0.00623177,-0.017199686,0.041212775,-0.017781317,-0.024262359,0.054507218,-0.009721561,0.005816319,-0.00206687,-0.008766023,0.017365867,-0.000737426,0.018362951,-0.023597637,-0.019110762,0.021935832,0.041545134,-0.020357117,-0.017615138,0.044868745,-0.018030589,-0.032405205,-0.050186522,-0.014540797,0.005213914,-0.006688767,0.047527634,0.040714234], 
13       'numCandidates': 150, 
14       'limit': 10
15     }
16   }, {
17     '$project': {
18       '_id': 0, 
19       'plot': 1, 
20       'title': 1, 
21       'score': {
22         '$meta': 'vectorSearchScore'
23       }
24     }
25   }
26 ]
27 
28 # run pipeline
29 result = client["sample_mflix"]["embedded_movies"].aggregate(pipeline)
30 
31 # print results
32 for i in result:
33     print(i)
34

1 {'plot': 'At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.', 'title': 'About Time', 'score': 0.7710106372833252}
2 {'plot': 'A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.', 'title': 'Retroactive', 'score': 0.760047972202301}
3 {'plot': 'A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...', 'title': 'A.P.E.X.', 'score': 0.7576861381530762}
4 {'plot': 'An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.', 'title': 'Timecop', 'score': 0.7576561570167542}
5 {'plot': 'After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.', 'title': 'Back to the Future Part II', 'score': 0.7521393895149231}
6 {'plot': 'A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.', 'title': 'Thrill Seekers', 'score': 0.7509932518005371}
7 {'plot': 'Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...', 'title': 'Timerider: The Adventure of Lyle Swann', 'score': 0.7502642869949341}
8 {'plot': 'Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.', 'title': 'The Time Machine', 'score': 0.7502503395080566}
9 {'plot': 'A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.', 'title': "The Time Traveler's Wife", 'score': 0.749496340751648}
10 {'plot': 'A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.', 'title': 'The Final Countdown', 'score': 0.7469133734703064}

Exclua o campo _id e inclua apenas os campos plot, title e year nos resultados.
Adicione um campo denominado score que mostra a pontuação do Atlas Vector Search dos documentos nos resultados.

Trabalhe com uma versão executável deste exemplo como um bloco de anotações Python.

1 import pymongo
2 
3 # connect to your Atlas cluster
4 client = pymongo.MongoClient("<connection-string>")
5 
6 # define pipeline
7 pipeline = [
8   {
9     '$vectorSearch': {
10       'index': 'vector_index', 
11       'path': 'plot_embedding_voyage_3_large', 
12       'filter': {
13         '$and': [
14           {
15             'year': {
16               '$gt': 1955
17             }
18           }, 
19           {
20             'year': {
21               '$lt': 1975
22             }
23           }
24         ]
25       }, 
26       'queryVector': [-0.021090532,-0.026399033,-0.024103465,-0.025538195,-0.000549233,0.011836523,-0.013199517,-0.003766167,-0.005165028,-0.02238179,0.037876874,0.010617003,0.010903949,-0.001354026,0.006850836,-0.018005863,-0.02195137,0.019512329,-0.041894119,-0.008357302,0.027546817,-0.025251249,0.004340059,-0.02195137,-0.003748232,-0.006205208,0.021377478,0.008931194,-0.00173961,-0.009827901,-0.016642869,-0.033572685,-0.026399033,0.015208139,0.010114847,-0.0233861,-0.011406104,-0.033142265,-0.008895326,-0.014347301,-0.019081909,-0.049067769,0.034433521,-0.023673046,0.004160717,-0.01334299,-0.06714537,0.032568373,-0.022525262,-0.024677357,0.011334368,0.027403345,0.026399033,-0.016786342,-0.015925504,0.013916882,-0.005487842,-0.0233861,0.026542507,-0.052798066,-0.025681669,-0.025394723,0.014203828,0.014921193,-0.031564061,0.010760476,0.010688739,0.013916882,-0.037876874,0.039598551,-0.000816003,0.003766167,-0.001694775,0.026972925,-0.009469219,0.015351612,-0.007245387,0.028981548,-0.035724778,0.010688739,0.001228488,0.004106915,-0.024677357,0.028551128,-0.033716157,-0.013486463,0.018292809,-0.018221073,0.009612692,-0.003622693,-0.001138817,-0.021234006,-0.045624416,0.020803586,0.007675806,-0.009612692,-0.021664424,-0.026685979,-0.025968615,0.001775478,-0.007496465,0.02051664,-0.054519743,0.018221073,0.014132091,-0.009684428,-0.025825141,-0.014921193,-0.057389203,-0.020660114,-0.028264182,-0.008931194,-0.019942747,-0.003228143,-0.014419037,0.021234006,-0.004573202,0.007317123,0.018651491,-0.016571132,-0.036155198,-0.032855317,0.000726332,-0.031851009,0.018938437,0.021234006,-0.048206929,0.017934127,-0.013414727,-0.009469219,0.064849801,0.006348681,-0.039024659,0.021377478,-0.022668736,-0.026829453,-0.019081909,0.027977237,-0.004627005,-0.038450766,0.004465597,-0.041894119,0.008213829,0.03055975,0.052224174,-0.00277979,-0.032137953,-0.013629936,0.022094844,-0.005918262,0.020660114,0.010617003,-0.020373167,-0.001614071,0.021090532,-0.005523711,0.004878082,-0.021090532,0.029698912,0.000726332,0.003371616,-0.022238316,0.008715985,0.038737711,0.013486463,-0.008536644,0.040172443,0.017503707,-0.028838074,0.061693393,-0.003066736,0.008285566,-0.034576993,0.01578203,-0.02238179,0.015925504,0.066571474,-0.038737711,-0.050215553,0.009325746,-0.010903949,-0.041607171,-0.006384549,0.026972925,-0.000119374,-0.003066736,-0.024103465,0.005093292,0.028981548,0.026829453,-0.001703742,0.043041904,0.010186584,0.010688739,0.004357993,-0.016571132,-0.010545266,-0.033142265,-0.005559579,-0.000365408,-0.00717365,0.019655801,0.047633037,0.044476632,0.01456251,-0.002977065,0.025681669,-0.015423348,-0.02051664,-0.019512329,0.014705983,0.002977065,0.03055975,-0.014347301,0.024390411,0.005882393,-0.012195205,0.004071047,-0.028694602,0.031277116,-0.010114847,0.005272633,0.017934127,0.037589926,-0.046198308,-0.02195137,-0.037876874,0.021234006,-0.034720469,-0.018005863,0.03055975,-0.015495085,-0.035150886,0.004178651,0.005882393,0.075753748,0.00595413,-0.083214343,-0.016284186,0.022238316,-0.032998793,-0.00491395,-0.009254009,-0.007819279,0.046198308,-0.008464907,0.014634247,0.031707536,-0.00317434,-0.026255561,-0.010617003,-0.033285737,0.020086221,-0.016858079,-0.012195205,-0.041894119,0.000721849,0.038163818,0.02238179,0.011406104,0.010330057,0.032137953,-0.01047353,0.039311603,-0.01291257,-0.03099017,-0.018938437,-0.013271254,-0.001820314,-0.005380238,0.003299879,-0.024533885,-0.001093982,0.012123469,-0.005236765,0.014132091,-0.018221073,0.013629936,0.022238316,-0.00317434,0.034003101,0.019081909,0.008034488,-0.02912502,0.026542507,-0.011334368,-0.077475421,0.038163818,-0.003568891,0.019081909,0.019512329,0.002385239,-0.032568373,-0.020373167,0.038737711,-0.013773409,0.01621245,-0.028407656,-0.021090532,-0.004411795,-0.013916882,-0.001533368,0.004322124,-0.024820831,0.004627005,-0.004591136,0.014849456,-0.014275564,-0.020229694,0.0233861,0.015566821,0.022525262,-0.024390411,-0.028694602,0.001766511,-0.036011726,0.006456285,-0.011262631,0.005523711,0.012266942,-0.019225383,-0.015423348,0.011836523,-0.011334368,-0.009827901,-0.011119158,0.007030177,0.00277979,0.004537334,-0.016571132,0.013127781,-0.013701673,-0.016571132,0.002941197,0.000959476,-0.004483532,0.010760476,0.043041904,-0.032568373,-0.015423348,0.006169339,-0.02094706,-0.050215553,0.012769097,0.015495085,0.001318158,0.00164994,-0.045337472,0.001533368,0.005595447,0.039311603,-0.030703224,0.023242628,-0.008787721,-0.021234006,-0.021234006,-0.001524401,0.007281255,0.01334299,0.00164994,-0.005451974,-0.011047422,-0.021234006,-0.033572685,-0.015423348,-0.005236765,0.025681669,-0.02051664,-0.024103465,-0.021377478,-0.00738886,-0.031707536,0.017790653,-0.026829453,0.007783411,-0.003335747,0.024677357,0.006384549,0.035724778,-0.004017244,-0.018651491,-0.014060355,-0.029842386,-0.012553888,0.006994309,-0.00317434,0.018292809,0.019942747,-0.01169305,0.002456975,0.010330057,-0.031707536,0.00799862,-0.019655801,-0.006205208,-0.012769097,-0.035294361,0.026112087,-0.004483532,0.02094706,0.019081909,0.001676841,-0.040746335,-0.004035179,-0.014992929,0.004375927,-0.049928606,-0.02051664,0.004268322,0.015351612,-0.037016038,-0.001452664,-0.021234006,-0.005738921,-0.051650282,-0.008285566,0.012840834,-0.015925504,0.018794963,-0.001228488,-0.035868254,-0.00347922,-0.003264011,0.002528712,0.01477772,-0.010545266,0.018221073,0.018149335,-0.028838074,-0.012984307,-0.037302982,-0.041607171,-0.043328848,-0.019799275,-0.019225383,-0.011047422,0.011908259,0.021664424,-0.012553888,0.004662873,0.005451974,-0.024533885,0.0067791,0.022812208,-0.037589926,-0.031564061,0.007101914,-0.00760407,-0.025107777,0.015566821,0.020803586,-0.033572685,0.062841177,0.034146577,-0.007532333,-0.001865149,-0.023673046,0.032424901,0.018508019,-0.005703052,-0.015853768,0.019655801,0.042181063,0.006671495,-0.004573202,0.024390411,0.009756165,-0.00029143,0.000107605,0.032711845,-0.005523711,-0.015566821,0.009110536,0.017216761,0.006241076,-0.003945508,0.007783411,0.024246939,0.048206929,0.00277979,-0.002367305,-0.05107639,-0.016284186,-0.016929815,0.016858079,0.000703914,-0.021234006,0.021234006,-0.014634247,0.001389895,0.008321434,-0.016499396,0.014921193,0.025394723,0.035437834,0.013486463,-0.022668736,-0.012338678,-0.034003101,-0.005559579,-0.008106225,0.023959992,-0.019368855,0.024533885,-0.000600793,0.009756165,-0.001936886,-0.014490774,0.018077599,0.004447663,0.011262631,-0.003658562,0.043328848,-0.018938437,0.00799862,-0.018221073,0.041320227,0.000363166,-0.003730298,0.002851526,-0.024103465,0.003515089,-0.0135582,-0.003497155,-0.006814968,0.014060355,0.027116399,-0.003192274,0.011406104,0.042468011,-0.036442146,-0.007245387,0.032424901,-0.038737711,0.008680117,-0.035581306,0.027546817,0.021664424,-0.000757717,-0.022238316,0.018221073,-0.006205208,0.005093292,0.001264356,-0.002116227,0.001098465,0.017431971,-0.042181063,0.010760476,0.033285737,0.002708053,-0.007352991,-0.009827901,-0.031994481,-0.020803586,0.009971374,-0.014849456,-0.003658562,0.024964303,-0.001793413,0.021090532,0.01578203,0.012984307,0.006922573,-0.032711845,-0.013701673,0.00390964,0.017503707,-0.015351612,0.006922573,0.028694602,0.012266942,-0.027259871,0.007675806,-0.002295568,-0.020086221,0.00595413,-0.027833764,0.001551302,0.008644248,-0.002187963,0.00040576,0.024964303,0.013916882,-0.015925504,0.014347301,-0.011549577,0.018938437,-0.032424901,0.003730298,0.003281945,0.032998793,0.005595447,0.025681669,0.011047422,0.026399033,0.02912502,-0.006241076,0.004627005,0.024390411,0.001542335,-0.034576993,0.011477841,-0.00491395,-0.014347301,0.023529572,-0.004770477,-0.014921193,-0.028264182,0.02812071,0.00164994,0.008680117,-0.005416106,0.035581306,-0.02812071,0.006097603,-0.016355922,-0.010114847,0.033142265,-0.021807898,0.001228488,-0.002170029,-0.032711845,0.018149335,0.014132091,0.03055975,0.031133642,-0.011979996,0.008967063,-0.013486463,-0.02812071,0.052224174,0.004124849,-0.008715985,-0.034863941,0.025251249,0.07977099,-0.000072297,-0.014705983,0.033142265,0.024103465,-0.004232454,-0.007496465,-0.024246939,-0.029698912,-0.009469219,0.010114847,0.001201586,0.00860838,0.012051732,-0.006025866,0.014490774,0.014992929,0.01169305,-0.003192274,0.005308501,0.0045194,0.017575443,0.001022245,-0.018794963,-0.001847215,0.011119158,0.02051664,-0.006886704,0.010330057,-0.003353682,0.018794963,0.013773409,0.026399033,0.007962752,-0.018221073,-0.012553888,-0.003586825,-0.002170029,0.047633037,0.011908259,0.007209518,0.045624416,0.028694602,0.004357993,0.023959992,0.004232454,0.009182272,0.003012933,0.035294361,-0.055954475,0.014849456,0.012553888,0.004340059,-0.000511123,-0.024390411,0.011406104,0.013127781,0.013629936,-0.011406104,0.002582514,-0.004555268,0.005559579,0.000569409,0.017934127,-0.014060355,0.02912502,0.003819969,0.011190895,-0.011262631,0.017001551,0.012553888,-0.02238179,0.024246939,0.032281429,0.032711845,-0.016714605,-0.021520952,0.016355922,-0.011334368,-0.003891705,-0.008572512,-0.016929815,0.0135582,-0.057963096,0.015566821,0.001856182,-0.002456975,-0.000766684,0.005380238,0.000923607,0.035581306,0.005272633,-0.009612692,0.018651491,-0.023959992,-0.001416796,0.033285737,-0.002725987,0.024533885,-0.010186584,0.003802035,-0.029268494,-0.011764786,0.003837903,0.022955682,0.053945851,-0.002232799,0.019512329,0.014419037,0.028407656,0.004985687,0.00210726,0.005774789,0.032568373,-0.024964303,0.019655801,-0.012123469,0.031994481,0.015638558,0.038450766,-0.011979996,0.033716157,0.019368855,0.017431971,0.022668736,0.015423348,-0.001927919,-0.001102949,0.028694602,-0.013701673,-0.036155198,-0.010688739,0.000535782,-0.021807898,-0.005200896,-0.040459387,0.007137782,-0.006492154,-0.00277979,0.020803586,0.027833764,-0.000780134,0.000600793,-0.025538195,-0.011764786,0.021090532,0.028694602,-0.016929815,-0.025251249,0.029268494,-0.013271254,0.014634247,0.000376617,-0.025251249,-0.026255561,-0.037302982,0.003138472,-0.024677357,-0.019799275,0.025825141,-0.040746335,0.002510778,-0.031851009,-0.014347301,-0.00158717,-0.046772201,-0.028838074,0.006635627,-0.001058113,0.014132091,-0.00286946,0.019368855,0.007281255,0.036155198,0.065710634,0.018794963,-0.029268494,0.003461286,0.012984307,0.006133471,0.003497155,0.046198308,-0.014132091,-0.010186584,0.028981548,-0.000286946,-0.003102604,0.011190895,0.014490774,-0.020660114,-0.00347922,-0.004842214,-0.000506639,0.002600448,0.017073289,-0.011836523,-0.026685979,-0.023959992,0.023673046,-0.006958441,0.040172443,-0.031133642,0.009182272,-0.015638558,-0.002421107,0.004555268,0.014705983,-0.028407656,-0.014921193,-0.015710294,-0.008751853,-0.006420417,-0.038450766,-0.011908259,0.006133471,0.002474909,-0.008070357,-0.01025832,-0.011119158,0.004465597,0.010903949,0.009074667,0.030703224,-0.019368855,-0.007891015,0.007675806,-0.005093292,0.023099154,0.022094844,0.00738886,0.007066045,-0.023242628,-0.020660114,0.009397482,-0.006635627,0.009540955,0.006348681,-0.013773409,-0.000186067,-0.021234006,-0.017145025,-0.007030177,0.010114847,0.024390411,-0.024964303,-0.041033279,0.0135582,0.014060355,0.008715985,0.018794963,-0.039598551,-0.015208139,0.027977237,0.020086221,0.012195205,-0.010760476,-0.025538195,0.025394723,0.012697361,-0.053371958,-0.008249698,0.005846525,-0.045624416,-0.027977237,-0.012410415,-0.02195137,-0.022955682,0.011477841,0.026972925,-0.031420588,-0.012051732,-0.015925504,-0.004322124,-0.017145025,0.012840834,0.01578203,-0.010186584,-0.00091464,-0.028264182,0.00369443,-0.029985858,-0.009899638,0.018794963,0.053945851,0.007317123,-0.020086221,0.008967063,-0.001506467,-0.006850836,0.011477841,-0.003120538,-0.005631316,-0.027977237,0.01047353,0.003120538,-0.001354026,-0.004160717,-0.004698741,-0.049067769,0.021807898,-0.037589926,0.03672909,-0.004878082,-0.006241076,0.000049879,0.014203828,-0.027259871,0.004196586,-0.002421107,0.008106225,-0.00760407,-0.003802035,-0.016140714,0.038737711,-0.010043111,-0.037589926,-0.062267285,-0.001506467,-0.006384549,-0.012697361,-0.011190895,-0.01578203,0.014132091,-0.02238179,-0.024677357,0.011621314,-0.028407656,0.010688739,0.039311603,0.009254009,-0.009612692,-0.040459387,0.021234006,0.007926884,-0.057102256,-0.045624416,0.003497155,-0.003120538,-0.015853768,-0.006528022,0.011334368,-0.008177961,-0.033716157,0.010114847,0.035868254,-0.021807898,-0.010975685,-0.039024659,0.021234006,0.001990688,-0.009756165,-0.003819969,-0.033142265,-0.035150886,0.028407656,0.007711674,0.018364545,0.005416106,0.010545266,-0.032281429,0.01291257,0.003102604,-0.009756165,0.05107639,-0.001080531,-0.043615796,0.025968615,0.012697361,0.024820831,0.024246939,-0.020086221,-0.012195205,0.00760407,0.009540955,-0.003802035,0.043328848,-0.010043111,0.003891705,-0.054519743,0.043041904,-0.032711845,0.024820831,0.018651491,-0.008357302,0.009540955,-0.003156406,-0.019081909,-0.025825141,-0.02912502,0.026255561,-0.017216761,0.010401793,-0.028551128,-0.005200896,0.012625624,-0.008142093,0.039311603,-0.00082497,-0.003784101,0.037876874,0.006599758,-0.021520952,0.047633037,0.012410415,-0.01477772,0.023529572,0.004985687,-0.031707536,0.007675806,-0.017934127,-0.034863941,0.018794963,-0.011119158,-0.027546817,0.009612692,0.00760407,0.057102256,0.006241076,0.007281255,-0.007675806,-0.008285566,0.012553888,-0.007245387,0.016284186,-0.024964303,0.007030177,-0.011836523,-0.045050524,0.021090532,-0.021664424,0.00369443,0.037016038,-0.010186584,-0.00656389,0.016355922,0.019225383,0.009002931,-0.008034488,-0.004555268,0.046772201,-0.014347301,0.014347301,-0.023959992,0.017790653,0.031133642,-0.025825141,0.035581306,-0.012769097,0.017360235,0.024677357,0.000046517,0.010903949,0.011262631,-0.000573892,0.026829453,-0.024820831,-0.001309191,0.008177961,-0.002143128,-0.018651491,-0.026685979,-0.040172443,-0.018651491,0.007568201,-0.018794963,0.003281945,-0.014347301,0.005738921,-0.020373167,-0.02051664,-0.028551128,-0.040172443,-0.017718917,0.046198308,0.003802035,-0.005523711,0.07345818,0.000412485,-0.025968615,0.024246939,-0.024964303,0.024820831,0.005882393,0.011190895,0.020086221,-0.029411966,-0.029842386,0.006922573,-0.004286256,0.0233861,-0.0135582,0.000551474,0.026255561,0.019799275,0.003568891,-0.025681669,-0.009469219,-0.002636316,0.013486463,0.050215553,-0.040459387,-0.003622693,0.019225383,-0.015853768,-0.017001551,0.028407656,0.02812071,0.01477772,-0.007209518,0.046198308,0.024246939,0.035868254,-0.019225383,-0.030272804,0.006599758,0.000473013,-0.018364545,0.033429209,-0.0233861,0.021664424,0.028694602,-0.009684428,-0.002815658,0.015136402,0.006994309,0.017360235,-0.027116399,0.042181063,-0.018794963,-0.037589926,-0.018508019,-0.012266942,-0.00277979,-0.01334299,-0.020373167,-0.004949819,-0.018651491,0.026829453,-0.011979996,0.00799862,0.040459387,-0.00738886,0.008249698,0.017718917,-0.042754956,-0.011119158,-0.043615796,-0.009325746,-0.009612692,-0.008285566,-0.008213829,0.012625624,0.000919124,-0.041033279,0.000636661,-0.045911364,-0.001909984,-0.016642869,0.013414727,0.03055975,-0.013414727,0.010186584,0.056241419,-0.008321434,-0.000200638,0.006205208,0.012625624,0.009756165,-0.035294361,0.034003101,-0.023529572,0.031564061,-0.026399033,0.029268494,0.001183652,0.01334299,0.004035179,-0.00491395,-0.002241766,-0.011764786,0.029268494,-0.011621314,0.037302982,-0.020086221,0.018651491,-0.01578203,-0.025825141,0.002528712,0.057102256,0.046198308,-0.006169339,0.008249698,0.009397482,-0.008142093,-0.037876874,-0.041607171,-0.01169305,-0.013773409,-0.020086221,-0.038737711,-0.019799275,-0.035437834,0.019368855,-0.001246422,-0.013845146,-0.037876874,-0.006814968,-0.003066736,0.003730298,0.016499396,0.012840834,0.02051664,-0.006994309,0.009182272,-0.00738886,-0.000193913,-0.037016038,0.007281255,-0.016427658,-0.003568891,0.02912502,0.021807898,0.02912502,0.004124849,-0.012625624,0.02195137,-0.036155198,0.011334368,0.018651491,0.040459387,0.006205208,0.015064666,-0.023959992,0.017360235,-0.000567167,0.032998793,-0.023099154,0.075753748,-0.038737711,-0.005057423,-0.019799275,0.014849456,-0.050215553,-0.001111916,-0.006169339,0.009469219,-0.019081909,-0.013127781,-0.028838074,-0.013414727,-0.008213829,0.006312812,-0.008177961,-0.021664424,-0.010832212,-0.012697361,0.014634247,0.004393861,-0.045337472,-0.010975685,-0.030703224,-0.003228143,-0.014849456,-0.034003101,0.009612692,-0.004806346,-0.006492154,0.018938437,0.00277979,0.023816518,-0.003407484,-0.01169305,0.006276944,-0.024820831,0.00189205,0.006814968,-0.019655801,0.035294361,0.009038799,0.006922573,0.011334368,-0.018651491,-0.009899638,0.029985858,-0.008285566,-0.013845146,0.032424901,-0.024533885,-0.024677357,0.031420588,0.003604759,0.004232454,0.01578203,-0.025107777,0.003784101,0.006276944,-0.010832212,0.009074667,-0.040172443,0.048780821,0.02094706,-0.009110536,0.008680117,-0.014132091,0.023816518,0.012051732,-0.012123469,-0.032998793,-0.032424901,-0.021664424,-0.025538195,-0.01047353,0.009002931,-0.039311603,-0.004806346,0.023673046,-0.012123469,-0.006850836,-0.030272804,0.043615796,0.002456975,0.001273323,-0.007711674,-0.008177961,0.06714537,-0.043615796,0.017216761,0.00882359,-0.005416106,-0.014060355,0.034146577,-0.022812208,-0.009899638,-0.00390964,-0.032137953,0.007245387,0.047633037,-0.007352991,0.006097603,-0.019225383,-0.027833764,-0.010545266,0.002905329,-0.002797724,0.038450766,-0.013629936,-0.008106225,-0.001143301,-0.000014361,-0.043328848,0.029698912,0.027690291,0.002143128,0.012051732,-0.02812071,0.024677357,-0.012984307,0.008715985,-0.005523711,0.039024659,-0.020373167,-0.028838074,0.026972925,0.018364545,-0.010114847,-0.011406104,0.033572685,-0.028838074,0.024677357,-0.011836523,-0.009612692,-0.03672909,0.025107777,-0.025251249,-0.009182272,0.002618382,0.030416278,-0.003210209,0.033859629,-0.015208139,-0.015279875,0.010975685,0.014132091,-0.010545266,-0.002600448,0.003945508,-0.001990688,-0.008859458,0.024533885,0.027116399,-0.005487842,-0.028551128,0.008321434,0.016714605,0.010617003,0.043328848,0.025251249,-0.033429209,0.005667184,-0.012840834,0.037589926,-0.012482151,0.002546646,0.01477772,-0.003120538,0.012984307,-0.054232799,-0.013199517,-0.029985858,-0.023673046,-0.014992929,-0.010760476,0.0233861,-0.02912502,-0.020803586,-0.010545266,0.022238316,0.005021555,0.041033279,0.016140714,-0.006097603,0.015351612,-0.017790653,-0.007675806,-0.032281429,-0.012338678,0.02955544,-0.016427658,0.039885495,0.001192619,-0.006241076,-0.000663563,-0.008070357,-0.001452664,0.025681669,-0.020803586,-0.010401793,0.001443697,0.012410415,0.007926884,-0.034003101,0.017360235,0.000999828,0.019799275,-0.001102949,0.005918262,0.010545266,-0.023529572,0.016714605,0.016571132,0.003604759,0.016140714,-0.020660114,-0.007101914,0.014132091,-0.035437834,-0.018938437,0.019225383,-0.006886704,-0.03629867,0.010545266,-0.017216761,0.005595447,-0.022812208,0.009971374,0.003371616,-0.022955682,-0.013701673,-0.019368855,-0.022238316,0.004627005,0.008213829,0.002600448,0.012769097,-0.027116399,0.015279875,-0.017073289,-0.019512329,-0.010043111,0.003120538,0.0045194,-0.024246939,0.010903949,0.001667874,-0.008895326,0.031277116,-0.016571132,-0.012266942,0.006348681,0.048493877,-0.010186584,0.001506467,0.022955682,-0.012625624,0.018938437,-0.004698741,-0.009002931,0.008249698,0.035724778,0.002887394,-0.00399931,0.007747543,-0.000780134,-0.001389895,-0.003138472,-0.016284186,-0.041033279,-0.018364545,-0.001847215,-0.011190895,0.006061735,-0.044189688,0.033859629,-0.010043111,0.040172443,-0.025251249,-0.006241076,-0.01621245,-0.028694602,-0.001345059,-0.021377478,0.037876874,0.007675806,0.006528022,0.019942747,-0.006133471,0.014275564,-0.005380238,-0.043328848,-0.05825004,0.019512329,-0.00090119,-0.018364545,-0.023099154,-0.003407484,0.026829453,-0.06542369,-0.024677357,0.011262631,-0.002618382,-0.013916882,0.031133642,-0.016427658,-0.017934127,0.020086221,-0.009827901,0.009899638,0.011621314,-0.005308501,0.021377478,-0.011621314,0.009971374,-0.037876874,-0.013916882,0.014419037,-0.001748577,0.014132091,-0.026972925,0.002725987,-0.03672909,-0.004017244,0.005738921,0.001748577,-0.014921193,-0.013127781,0.033572685,-0.022094844,-0.038163818,-0.030129332,0.005057423,0.034576993,0.028264182,0.029698912,-0.003443352,0.022238316,-0.026255561,-0.029842386,0.001883083,-0.006241076,-0.032711845,0.008429039,0.019799275,0.015710294,-0.019368855,-0.00882359,-0.007101914,-0.013414727,-0.004698741,0.01477772,-0.015351612,-0.018508019,0.034290049,-0.012984307,0.008859458,-0.010688739,-0.000573892,0.028694602,0.002313502,0.023959992,-0.013199517,-0.004770477,-0.035294361,0.003228143,0.004949819,-0.041033279,-0.015638558,0.02812071,0.009612692,-0.010760476,-0.005057423,0.010043111,-0.035868254,-0.003192274,0.016427658,-0.007711674,0.012051732,-0.013773409,0.034720469,0.00760407,0.009469219,0.012840834,-0.007962752,-0.024677357,0.006348681,-0.01334299,-0.00308467,0.012984307,0.015208139,0.02955544,0.002116227,0.000403518,-0.02195137,-0.015136402,0.002905329,0.008321434,-0.028981548,-0.035294361,-0.024533885,0.002994999,-0.017073289,-0.021664424,0.013414727,0.006384549,-0.024964303,0.018508019,0.002941197,0.01047353,-0.022668736,0.00421452,-0.034433521,0.005380238,-0.018938437,0.017001551,0.019081909,-0.002636316,-0.006456285,0.008644248,0.008859458,0.011190895,-0.00760407,0.006707363,0.007066045,-0.017718917,0.012195205,-0.037589926,-0.001013278,-0.002456975,-0.003658562,0.016499396,-0.00286946,0.002851526,-0.013414727,0.027977237,-0.040459387,-0.000515606,0.017431971,-0.00882359,0.029985858,-0.007532333,-0.01169305,-0.011836523,0.022525262,0.004627005,0.027403345,-0.010688739,-0.011334368,-0.031564061,-0.018221073,0.023959992,-0.016858079,0.045624416,0.017288497,-0.023529572,-0.016786342,0.042181063,0.003748232,-0.017288497,-0.008142093,-0.004268322,0.040172443,-0.019368855,0.006671495,-0.001488532,0.042754956,-0.020229694,-0.028694602,-0.041033279,0.01047353,0.004286256,0.004411795,-0.019081909,0.020803586,0.03672909,-0.008142093,-0.008751853,0.001640973,-0.014347301,-0.038450766,0.000522331,-0.020229694,-0.018508019,0.035581306,0.050789446,0.055093635,-0.021807898,0.038163818,-0.011262631,0.025251249,-0.034290049,0.045050524,0.0067791,-0.02094706,-0.048206929,0.008859458,0.007137782,-0.024677357,0.012769097,0.006025866,-0.035294361,0.009612692,-0.04476358,0.007675806,0.037876874,0.005236765,0.001156751,0.012625624,0.01025832,0.023529572,0.015423348,0.004160717,-0.021664424,-0.017862389,0.015925504,0.041033279,0.023242628,0.019512329,0.037876874,-0.018005863,-0.006635627,0.001981721,0.016571132,0.009540955,0.010114847,0.008715985,0.006599758,0.012410415,0.005236765,-0.014992929,0.03099017,-0.002797724,-0.039885495,0.05825004,0.000159165,0.016140714,0.043041904,-0.000887739,0.008034488,0.024964303,-0.028838074,-0.015638558,0.009182272,-0.033859629,-0.001963787,-0.008070357,-0.009612692,-0.012410415,0.003676496,-0.047633037,0.005236765,0.032711845,0.002439041,0.017073289,-0.011621314,-0.011764786,-0.018651491,0.003927574,0.002456975,-0.019225383,0.018938437,0.046198308,0.019081909,-0.045624416,-0.015423348,0.009182272,0.020086221,0.008393171,-0.003855837,-0.019942747,-0.02094706,0.000883256,0.015064666,-0.010688739,0.011119158,0.015495085,0.014490774,-0.022238316,0.012051732,0.012769097,-0.019081909,-0.005344369,-0.011621314,0.017145025,-0.008249698,-0.005344369,0.022812208,0.002286601,-0.009002931,0.028407656,-0.001865149,-0.013701673,-0.013845146,-0.006492154,0.022812208,-0.030416278,-0.035294361,-0.042754956,-0.016284186,0.007137782,0.002510778,0.008572512,-0.013701673,0.00656389,-0.006671495,0.012697361,-0.022238316,-0.001856182,0.006276944,0.006599758,0.008680117,-0.006133471,0.006958441,-0.023816518,0.008177961,0.009254009,0.003335747,-0.006635627,-0.015853768,0.007532333,-0.048206929,-0.05825004,-0.025394723,-0.031420588,-0.001049146,0.021377478,-0.023816518,-0.046198308,0.026112087,0.0045194,-0.028694602,-0.007747543,-0.024533885,-0.024677357,-0.032281429,0.018794963,-0.032711845,-0.009684428,0.011190895,-0.001380928,0.015279875,-0.025107777,-0.005738921,-0.004340059,-0.002170029,-0.017718917,-0.020373167,0.010186584,-0.009971374,-0.025394723,0.003622693,-0.048493877,0.015638558,-0.036155198,-0.016427658,-0.000600793,0.003281945,0.022094844,-0.009110536,-0.017145025,-0.023242628,-0.014921193,0.023673046,0.02195137,-0.025394723,0.003371616,-0.032998793,-0.000959476,-0.037589926,-0.013271254,-0.04476358,-0.015423348,-0.018651491,-0.049067769,0.033429209,-0.002089326,-0.033716157,-0.000932575,-0.001080531,0.036155198,-0.004106915,0.005272633,-0.02195137,-0.010043111,-0.027403345,-0.035868254,0.006814968,0.039598551,0.037302982,-0.041320227,-0.025394723,-0.025394723,-0.000699431,0.003604759,0.016355922,-0.00799862,-0.006994309,0.035150886,0.020229694,-0.007747543,0.017647181,0.026399033,-0.030416278,-0.011908259,0.026542507,-0.012195205,0.034146577,-0.006169339,-0.008859458,0.0045194,0.019799275,-0.031277116,-0.022812208,0.007066045,0.039885495,0.001264356,-0.026542507,-0.016355922,0.002214865,-0.018938437,-0.02955544,-0.008070357,-0.006420417,-0.001389895,0.002241766,-0.018292809,0.016355922,-0.002134161,0.037302982,0.00180238,-0.013199517,-0.020086221,-0.011621314,0.021377478,-0.005272633,-0.02195137,-0.017216761,0.037876874,0.033142265,0.041607171,-0.011477841,0.031133642,-0.045050524,-0.003981376,-0.025394723,-0.031707536,0.024533885,0.032568373,0.028694602,-0.021090532,-0.019942747,0.054806691,-0.004483532,-0.020086221,-0.01599724,0.018651491,0.020373167,0.000504397,-0.007424728,-0.063702017,-0.014203828,0.030846696,-0.006599758,-0.027259871,-0.024103465,-0.020660114,-0.004985687,0.005559579,-0.034146577,-0.011549577,-0.00173961,0.008321434,0.007030177,-0.015638558], 
27       'numCandidates': 150, 
28       'limit': 10
29     }
30   }, {
31     '$project': {
32       '_id': 0, 
33       'title': 1, 
34       'plot': 1, 
35       'year': 1, 
36       'score': {
37         '$meta': 'vectorSearchScore'
38       }
39     }
40   }
41 ]
42 
43 # run pipeline
44 result = client["sample_mflix"]["embedded_movies"].aggregate(pipeline)
45 
46 # print results
47 for i in result:
48     print(i)
49

1 {'plot': 'A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.', 'title': 'Chitty Chitty Bang Bang', 'year': 1968, 'score': 0.7492260932922363}
2 {'plot': 'A pilot, stranded in the desert, meets a little boy who is a prince on a planet.', 'title': 'The Little Prince', 'year': 1974, 'score': 0.734635591506958}
3 {'plot': 'In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.', 'title': 'In Search of the Castaways', 'year': 1962, 'score': 0.7282257080078125}
4 {'plot': 'An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.', 'title': 'Bedknobs and Broomsticks', 'year': 1971, 'score': 0.7203655242919922}
5 {'plot': "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.", 'title': 'Pastoral Hide and Seek', 'year': 1974, 'score': 0.7198004722595215}
6 {'plot': 'In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...', 'title': 'Peter Pan', 'year': 1960, 'score': 0.7196557521820068}
7 {'plot': 'When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...', 'title': 'The Cowboys', 'year': 1972, 'score': 0.7186427116394043}
8 {'plot': 'When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.', 'title': 'The 7th Voyage of Sinbad', 'year': 1958, 'score': 0.7148654460906982}
9 {'plot': 'A red balloon with a life of its own follows a little boy around the streets of Paris.', 'title': 'The Red Balloon', 'year': 1956, 'score': 0.7147994041442871}
10 {'plot': 'This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...', 'title': 'Perri', 'year': 1957, 'score': 0.712277889251709}

Dica

Exemplos adicionais de filtro

Exemplos de ENN

A query abaixo usa o estágio $vectorSearch para pesquisar o campo plot_embedding_voyage_3_large usando incorporações vetoriais para a string guerra mundial. Ele solicita correspondências exatas e limita os resultados apenas aos documentos 10. A query também especifica um estágio $project para fazer o seguinte:

Exclua o campo _id e inclua somente os campos plot, title e year nos resultados.
Adicione um campo denominado score que mostra a pontuação do Atlas Vector Search dos documentos nos resultados.

Salve as seguintes incorporações em um arquivo chamado query-embeddings.js:

WORLD_WAR_EMBEDDING=[0.000370218,0.038684014,-0.001893905,-0.060604952,-0.019261414,0.001531242,0.015151238,-0.014103547,-0.019180823,-0.029335376,-0.011846979,0.003868401,0.012894671,-0.002458047,-0.003002041,-0.027078809,-0.019583782,0.041907679,-0.011282837,-0.029818926,0.031914312,-0.020309107,-0.002981893,-0.019906148,-0.012249937,0.041585315,-0.005601123,0.039328746,0.040618215,-0.017085439,-0.038361646,-0.012894671,-0.000352589,0.022565674,-0.011685796,-0.010114257,-0.019906148,-0.012491712,-0.022888042,-0.027401175,0.011846979,-0.002317011,0.045776084,-0.019422598,0.006930886,0.004875797,-0.038845196,0.023855142,0.009630707,-0.045131348,0.003868401,-0.00223642,-0.004392247,0.007212956,-0.019422598,0.046743184,-0.013217038,0.008099466,0.020792658,-0.062861525,-0.047710285,0.009388932,0.001541316,0.050611585,-0.032881413,-0.034009695,0.003002041,-0.005359347,-0.025628159,0.036749814,0.006286152,0.016440706,-0.041262947,0.015715381,-0.012652896,-0.006326448,-0.014909463,0.041262947,-0.025144609,0.00417062,-0.026111709,0.066729926,0.013619997,0.025144609,-0.004291508,0.007978578,-0.009751595,0.003566182,-0.010557512,-0.028207093,-0.015393013,0.048032649,-0.032075495,-0.014425913,0.020792658,0.01096047,0.008502424,-0.013217038,-0.032075495,0.026917625,-0.00165213,0.007172661,-0.063506253,0.034654427,-0.013861772,0.009268044,-0.012894671,-0.023855142,-0.024983425,-0.009308341,0.047710285,-0.010396329,-0.02949656,-0.015151238,0.025144609,0.041262947,0.02095384,-0.004432543,0.011041062,-0.032881413,0.016118338,-0.000478513,0.036749814,0.00417062,-0.040457029,0.017730173,-0.071565427,0.023532774,0.047387917,-0.017730173,0.026272893,-0.001289467,0.000760584,0.004331803,0.017891357,0.012652896,-0.064150989,0.058348387,0.040295847,-0.023532774,-0.012894671,-0.02852946,-0.001914053,0.004734762,-0.017568989,-0.007736803,-0.02095384,-0.014909463,-0.014909463,-0.02047029,0.018858457,-0.005198164,0.000264442,-0.007092069,0.026434075,0.005601123,0.007011477,-0.003928845,-0.004190768,0.023693958,-0.011927571,0.001203838,0.008180057,0.011766387,0.015715381,-0.038522828,-0.019342007,-0.006084673,0.003404999,-0.002256567,-0.003485591,0.009832187,0.023371592,-0.04384188,-0.029818926,0.038361646,0.019906148,-0.004372099,0.004090028,-0.015393013,-0.028690644,-0.033203777,0.025305793,0.015957156,0.005560827,0.021115024,0.008905382,0.018858457,-0.024983425,0.008180057,0.055769451,0.025628159,-0.010557512,-0.000236738,-0.003626626,-0.014184138,0.019664373,-0.00310278,-0.011202246,0.01426473,0.007092069,0.02901301,0.046420816,-0.001994645,0.02192094,0.038845196,-0.036588628,0.021598574,-0.019986739,0.003707218,0.001138358,0.018697273,0.003888549,-0.034976795,0.016360113,-0.031591944,0.002468121,0.015554197,0.001611834,0.013700588,-0.052223418,-0.006004081,0.024338692,-0.024661059,-0.006689111,-0.035460345,0.010235145,0.039489929,-0.007857691,-0.026272893,-0.00261923,-0.011363429,-0.026756443,-0.00640704,0.036749814,0.037233364,-0.006245856,-0.005278756,-0.027562359,-0.049966849,-0.021276208,-0.006971181,-0.013055854,-0.005399643,0.048032649,-0.033203777,-0.002296863,0.023693958,0.026917625,0.000705177,0.022404492,-0.021598574,0.013700588,0.004432543,0.031269576,0.01523183,0.010275441,-0.017568989,-0.023210408,0.050289217,-0.004996685,0.010315737,-0.017004848,0.017246623,-0.00950982,0.017327214,-0.035943896,0.014506505,0.001621908,-0.012491712,0.01096047,-0.011927571,-0.024177508,0.015634788,-0.026595259,0.007897986,-0.014425913,-0.001490946,0.017971948,0.007736803,0.023371592,0.011041062,0.008220353,-0.010557512,0.003888549,-0.034493245,-0.043197148,-0.013942363,-0.008905382,0.002699822,0.025628159,0.001430503,-0.008018874,-0.018858457,0.059315488,-0.018697273,-0.040618215,-0.014022955,0.004815354,0.012008162,-0.014103547,0.030786026,0.043519516,0.005601123,-0.019664373,0.001400281,-0.022082124,-0.018858457,-0.026434075,0.025305793,-0.024822243,0.038039278,-0.011121654,-0.032720227,-0.018374907,-0.005137721,0.001390207,0.028045909,0.03046366,0.00592349,-0.041907679,-0.024338692,-0.042552415,0.006527927,-0.012008162,-0.027401175,0.000337478,0.027884725,0.009912779,-0.011121654,0.004009437,-0.003122928,0.022404492,-0.010275441,-0.004392247,0.00689059,0.01523183,-0.019180823,-0.034170877,-0.040940579,0.021598574,0.005077277,-0.03046366,0.04384188,0.03046366,0.012733487,0.010879879,0.02192094,-0.006930886,-0.016924256,0.038200464,-0.013861772,0.002417751,-0.023532774,-0.016279522,-0.014425913,0.026595259,0.024177508,0.000977174,0.007333844,0.02998011,-0.042230047,0.003042337,0.000730362,0.033364963,-0.002306937,0.005057129,-0.023049224,-0.015876563,-0.022726858,-0.005641419,0.004553431,0.009751595,0.014587097,0.017246623,-0.049966849,0.004613874,0.040457029,0.04287478,0.004090028,-0.00261923,0.002407677,0.039489929,0.002377455,0.007051773,0.025144609,0.024177508,-0.000705177,0.012411121,-0.025789343,-0.024016324,-0.030302476,-0.009268044,-0.00950982,0.017246623,0.013458813,0.008583016,-0.022565674,-0.006366744,0.00427136,-0.007736803,0.020147923,-0.012733487,-0.023693958,-0.006165265,0.035137977,-0.023049224,0.002699822,0.005399643,0.035299163,-0.007817394,0.031914312,-0.000149221,0.015473605,-0.026272893,-0.009711299,-0.002981893,0.000649771,0.064150989,0.032720227,-0.052223418,-0.017810764,-0.010275441,0.027078809,0.030786026,-0.016360113,0.039973479,-0.003122928,-0.038522828,-0.012249937,-0.033848513,-0.027239993,-0.028851826,0.018374907,-0.030302476,-0.048032649,0.011282837,0.058670752,-0.008784494,0.01096047,0.005057129,0.004009437,0.002488269,0.016843664,0.003163224,-0.027884725,-0.001934201,-0.030302476,-0.015715381,-0.001480872,0.011766387,-0.039973479,-0.009227749,-0.003304259,-0.026917625,-0.012088754,-0.014990055,0.03046366,0.007857691,0.042552415,-0.011846979,-0.008421832,-0.001813313,-0.019342007,-0.017166032,0.000972137,0.017004848,-0.018374907,0.037555728,0.019986739,0.018697273,0.014184138,0.027723543,0.023693958,-0.005077277,-0.025305793,0.011846979,0.000705177,0.042552415,-0.037072178,0.010879879,-0.028690644,-0.029818926,0.010879879,-0.014184138,-0.036266264,-0.031591944,-0.033687327,0.022888042,-0.016763072,0.004513135,0.000705177,0.02192094,0.025950525,0.015473605,-0.018374907,0.039489929,0.002881153,-0.037072178,-0.021115024,-0.008623311,-0.002095384,-0.026272893,0.015795972,0.015715381,0.034493245,0.030302476,0.010799287,-0.020228514,0.005137721,0.025628159,0.024016324,-0.008220353,0.002397603,-0.030624844,-0.014587097,0.022082124,-0.006608519,-0.041101765,-0.002478195,-0.031914312,0.017166032,-0.008300944,-0.004593727,-0.001390207,0.032720227,-0.005681715,0.002417751,0.000473476,-0.037878096,-0.046743184,-0.01378118,-0.016198931,-0.007897986,0.006608519,-0.011846979,0.027078809,-0.022243308,0.022565674,-0.007293548,-0.019019639,0.037394546,-0.035299163,-0.02192094,0.008421832,0.000135998,-0.000785769,-0.051578686,0.009227749,-0.015393013,-0.029174194,-0.015554197,0.001400281,0.007495028,-0.002820709,0.041585315,-0.017568989,0.054479986,-0.005641419,-0.024177508,-0.042552415,0.026111709,-0.014909463,0.023855142,-0.022565674,0.010033666,0.028207093,0.010073962,0.007736803,0.015312422,0.037878096,-0.002659526,-0.030786026,0.012652896,-0.019261414,0.005641419,0.019100232,-0.037555728,-0.00013285,-0.020228514,-0.001672278,0.038039278,-0.008703903,0.011282837,0.004351952,0.012894671,0.024177508,0.016440706,0.013942363,-0.008542719,0.005842898,0.001934201,0.00090162,0.014022955,-0.024983425,0.021115024,0.010073962,0.002528564,0.001390207,-0.012008162,0.002347233,-0.015795972,-0.016843664,-0.001793165,-0.016601888,-0.010396329,-0.027239993,-0.001188727,-0.001264282,-0.00950982,0.003928845,0.019503189,0.003485591,-0.026595259,-0.01096047,-0.030302476,-0.00320352,-0.01523183,0.028045909,-0.005641419,0.031108394,-0.01096047,0.011363429,0.016118338,-0.022404492,0.02143739,0.019342007,-0.013378222,0.027723543,-0.034332063,-0.015312422,0.02852946,-0.039489929,0.032720227,0.010154554,0.004956389,0.036105078,0.004775058,-0.038522828,0.019986739,0.020147923,0.009751595,-0.006366744,0.038200464,-0.028690644,-0.007656211,0.020228514,0.00155139,-0.015795972,0.022243308,0.011444021,-0.012491712,0.020550882,0.033687327,0.008865086,0.017730173,0.018213723,0.001682352,-0.043519516,-0.038200464,0.018052539,0.006930886,0.002075236,-0.018536089,0.008703903,-0.000053518,-0.007172661,0.025144609,-0.008099466,0.000120888,-0.016763072,-0.005762306,-0.004432543,-0.00640704,0.05996022,0.031914312,-0.002075236,0.027401175,0.037555728,-0.004311656,-0.01426473,-0.010638104,0.048999749,0.002317011,0.032075495,-0.000120888,-0.00358633,-0.036105078,0.020792658,0.008663607,0.003868401,-0.026917625,-0.02192094,-0.019261414,0.01378118,0.033364963,0.027884725,-0.005883194,-0.009590412,-0.001440577,0.025628159,0.050289217,0.009912779,0.036427446,0.001123247,0.000637178,0.007777099,0.008865086,0.014506505,0.031108394,0.020067332,-0.042552415,-0.006527927,0.005117572,-0.022888042,0.006447336,-0.018294314,-0.004714614,0.009751595,-0.011927571,0.020389698,-0.018939048,0.004210916,0.049644485,-0.014587097,-0.019019639,0.000795843,-0.016440706,0.011202246,0.031430762,0.024177508,0.029818926,-0.014103547,-0.017568989,0.006165265,-0.023855142,0.026434075,-0.012491712,0.008784494,-0.019664373,-0.019261414,-0.003928845,0.013378222,-0.009227749,0.003969141,0.023049224,0.010799287,0.003122928,0.008260649,-0.026595259,-0.055447087,0.016440706,-0.003304259,-0.003707218,-0.046743184,0.018858457,0.000375255,-0.016924256,0.020792658,0.016440706,-0.027401175,0.002740117,-0.007092069,-0.005802602,0.000506217,0.028690644,-0.000493624,0.001571538,0.001400281,0.003263964,-0.001994645,-0.00310278,-0.002327085,-0.01474828,0.026595259,0.008300944,-0.008260649,0.00592349,0.046743184,-0.009308341,-0.016924256,0.011444021,0.01047692,0.006326448,-0.037394546,-0.008583016,-0.020631474,0.024177508,0.015312422,-0.007938282,0.017085439,0.02143739,-0.004130324,0.004372099,-0.004976537,0.048032649,-0.027401175,0.018697273,-0.006447336,0.00203494,0.005963786,-0.014184138,0.009671004,0.007535324,-0.033042595,0.016360113,-0.024338692,-0.008099466,0.024499875,0.000785769,0.010799287,0.028207093,-0.01523183,0.022082124,0.006527927,0.032881413,-0.037716914,0.034009695,-0.009671004,0.016521297,0.032881413,-0.02143739,0.02143739,-0.014184138,0.006124969,-0.028368276,0.038039278,0.026917625,0.012411121,-0.009912779,-0.006366744,-0.047387917,0.016763072,-0.022726858,0.064473353,-0.017730173,0.009832187,0.003445295,0.025789343,-0.003344555,-0.021276208,0.005198164,0.01378118,-0.011202246,-0.006286152,-0.026434075,-0.007817394,0.003969141,-0.037394546,0.006930886,0.000836139,0.000254368,-0.036749814,-0.022082124,-0.006568223,-0.026111709,-0.002175976,0.004069881,-0.037072178,-0.017568989,0.048355017,0.011605204,0.00523846,-0.023210408,-0.01329763,0.000198961,0.02095384,0.004069881,0.000124036,0.008018874,-0.004009437,-0.065440454,-0.008985974,-0.04384188,0.00261923,-0.017407807,0.012733487,-0.017246623,0.031591944,0.007454732,-0.015715381,-0.025789343,0.016843664,-0.008300944,-0.010557512,-0.020550882,-0.028851826,0.002498342,0.028368276,-0.037716914,0.006366744,0.027562359,-0.003062484,0.017649582,0.034493245,-0.003082632,0.017891357,-0.023693958,0.020309107,0.018777864,0.055769451,-0.011363429,-0.018777864,0.022565674,0.001410355,0.035299163,0.012975262,0.007897986,-0.031108394,0.007253252,0.001299541,0.02143739,-0.012249937,0.01047692,-0.020631474,-0.014667688,-0.029657744,-0.002861005,-0.023693958,0.042230047,-0.000669918,0.001531242,-0.005883194,-0.03046366,-0.05286815,0.029174194,-0.009630707,-0.013136446,-0.034654427,0.021598574,-0.012491712,-0.019422598,0.021759758,0.006689111,-0.058670752,0.014828872,0.014345322,-0.016601888,0.038522828,-0.026272893,-0.047710285,-0.003263964,-0.007978578,0.016682481,-0.027078809,-0.000295923,-0.00427136,-0.001198801,0.006850294,-0.006809998,-0.002498342,-0.002065162,0.012169346,-0.001218949,-0.002578934,0.008462128,0.006648815,-0.020147923,0.005399643,0.028207093,-0.014184138,-0.001611834,-0.017649582,-0.032720227,0.009630707,0.006165265,-0.020147923,-0.007132365,-0.027401175,-0.002820709,-0.022888042,0.024499875,-0.011121654,-0.017568989,-0.02095384,-0.017246623,0.018697273,-0.017730173,0.022565674,0.034170877,0.012652896,-0.009388932,0.039328746,-0.000760584,0.009388932,-0.006769702,-0.005278756,0.011282837,0.006366744,-0.049322117,-0.005722011,0.009630707,-0.00223642,-0.004251212,-0.006930886,0.034009695,0.001359985,0.00310278,-0.05286815,-0.004372099,0.027562359,-0.025305793,-0.010073962,-0.013136446,-0.011846979,0.030302476,-0.008018874,-0.025950525,-0.017004848,0.032075495,0.033687327,0.020550882,0.007897986,-0.034976795,-0.018616682,0.001833461,-0.04287478,0.018213723,0.029174194,0.009590412,-0.035621528,0.005762306,0.002065162,0.019180823,0.019180823,0.016521297,-0.017327214,0.023532774,0.012008162,0.032236677,0.002840857,-0.008059169,0.000861324,0.024499875,-0.012733487,0.038361646,0.033364963,0.013942363,0.028368276,0.00203494,0.005057129,0.016198931,0.051256318,-0.000302219,0.004895946,-0.02998011,-0.033203777,-0.005016833,-0.008905382,-0.018697273,0.001994645,-0.008744199,0.022082124,0.036749814,0.004351952,-0.008099466,-0.020228514,-0.019503189,0.020147923,0.028045909,-0.03094721,0.019744964,0.01523183,-0.012008162,0.017166032,0.000685029,0.021276208,-0.004049733,-0.015151238,-0.047710285,0.000488587,-0.016601888,0.003505739,0.001359985,-0.012411121,-0.017407807,-0.016601888,-0.003445295,0.019422598,0.011363429,-0.001113173,-0.008220353,-0.020389698,0.017407807,0.02143739,0.001012433,-0.006245856,-0.024016324,0.024499875,-0.006366744,0.046420816,-0.000397921,0.000098851,-0.010033666,0.007938282,0.014909463,-0.027723543,-0.040295847,-0.059315488,-0.014828872,0.001349911,-0.02998011,0.002357307,0.010154554,0.005097425,0.000992285,0.031753127,-0.009308341,0.008985974,0.013861772,-0.017327214,-0.008865086,0.040618215,-0.003707218,0.005097425,-0.011363429,0.005560827,0.01096047,-0.009388932,-0.015876563,-0.022565674,-0.016440706,0.023210408,-0.004029585,0.017568989,-0.012088754,0.00005037,0.000941915,0.000866361,0.023049224,0.000871398,0.004815354,-0.021598574,0.000730362,0.002981893,0.01047692,-0.004573578,0.014022955,0.025628159,-0.026595259,-0.020067332,0.02143739,0.033848513,-0.009912779,-0.007978578,0.002175976,-0.026917625,0.029174194,-0.025628159,-0.047065549,-0.018133132,-0.00150102,0.052223418,0.012652896,-0.022726858,0.011524612,-0.012814079,0.005359347,-0.007172661,0.013619997,0.03046366,0.013539405,-0.000591845,0.033203777,0.026917625,-0.044164248,-0.014990055,0.00223642,-0.008139761,0.025950525,0.021276208,0.005016833,-0.004976537,-0.01378118,0.00592349,-0.001329763,0.038684014,0.021115024,0.048999749,0.049966849,-0.018777864,0.018616682,0.038200464,-0.026272893,-0.051578686,0.024499875,0.006850294,-0.019180823,-0.00043318,0.020792658,0.003505739,-0.015473605,-0.041262947,-0.026917625,0.067374654,0.004694466,0.001621908,-0.025305793,0.003606478,0.006286152,-0.020309107,0.016118338,-0.019180823,0.007092069,-0.017327214,-0.006326448,-0.007897986,0.000556586,-0.03046366,-0.013136446,0.016843664,-0.024338692,-0.011444021,-0.018777864,0.002840857,-0.036749814,-0.01523183,-0.009630707,-0.013055854,-0.042230047,0.017327214,-0.012814079,-0.016843664,0.002256567,-0.007656211,0.005963786,-0.016360113,0.026756443,0.019986739,-0.022082124,-0.024983425,-0.039489929,0.01378118,-0.012008162,0.000876435,-0.02192094,0.018133132,-0.020792658,-0.019583782,-0.005842898,0.020067332,-0.016763072,0.007414436,0.01096047,-0.000521328,0.01047692,0.00011711,0.035299163,0.038039278,0.049644485,-0.003062484,0.014667688,-0.007454732,0.006809998,-0.018536089,-0.015554197,0.016360113,0.008542719,-0.013217038,0.02998011,0.017810764,0.048999749,0.020309107,-0.017649582,-0.011041062,0.008381536,0.011363429,0.039651114,-0.012411121,0.011685796,0.029657744,-0.011524612,-0.020147923,0.03046366,0.00261923,-0.00320352,-0.002317011,-0.00101747,-0.047387917,0.04287478,-0.011927571,-0.017488398,-0.010638104,-0.006850294,0.01096047,0.033848513,-0.006124969,0.001793165,0.015473605,-0.048999749,0.006447336,0.033848513,0.008663607,-0.024822243,0.005399643,-0.00368707,-0.015070647,-0.009590412,0.001289467,-0.018858457,0.02095384,-0.007414436,-0.008421832,0.000715251,-0.015473605,0.02901301,0.020309107,-0.003707218,0.016360113,-0.008663607,0.018939048,0.001218949,0.00358633,-0.003284112,0.036427446,0.02192094,0.022888042,-0.024661059,0.008341241,-0.024338692,-0.00950982,-0.017166032,0.046743184,-0.018052539,-0.012975262,0.002800561,-0.012008162,-0.013055854,0.028368276,-0.057381287,0.018697273,-0.043519516,-0.018052539,0.001370059,-0.019342007,0.022404492,0.017166032,-0.004351952,0.001611834,-0.028207093,0.001319689,0.025950525,0.025305793,0.017488398,-0.045776084,-0.024983425,0.005117572,-0.010879879,0.020147923,-0.00999337,0.022082124,0.000337478,-0.018777864,0.007978578,-0.039328746,0.000249331,0.04287478,-0.012411121,-0.023532774,0.006527927,0.028207093,0.009348636,0.006084673,-0.007293548,-0.022082124,-0.017085439,0.02047029,-0.007817394,0.003243816,-0.008381536,-0.00523846,-0.004674318,-0.051256318,0.019986739,-0.009912779,0.040940579,0.006527927,-0.002861005,0.035460345,0.026434075,0.015393013,-0.005359347,-0.012733487,-0.025628159,0.019664373,-0.018536089,0.025305793,-0.009912779,0.032397863,0.047387917,0.000674955,0.031108394,-0.008381536,-0.002558786,-0.01096047,-0.004674318,0.002115532,0.000275775,0.02047029,0.036427446,-0.027401175,-0.030302476,-0.000410514,0.006769702,0.024822243,-0.011041062,0.028690644,0.019180823,-0.016763072,-0.037072178,-0.027078809,0.038845196,0.05996022,-0.037233364,-0.000377774,0.006487631,0.006729406,0.033848513,-0.019422598,-0.007092069,-0.001621908,0.026111709,-0.002498342,0.014345322,-0.019342007,0.017891357,-0.014587097,-0.004533283,-0.020147923,0.001430503,-0.009711299,0.049644485,0.001410355,-0.010315737,0.003082632,-0.00271997,-0.023371592,0.006729406,0.025144609,0.023210408,0.004976537,-0.000278293,-0.025305793,0.012330529,-0.019019639,-0.00640704,-0.006286152,0.017971948,-0.002327085,0.016924256,-0.015795972,-0.012491712,-0.011282837,0.003022189,0.01047692,0.027239993,0.012008162,0.003263964,0.026434075,0.035621528,-0.024338692,-0.012652896,0.024822243,0.000654807,0.028368276,0.011202246,0.016440706,0.016360113,-0.026917625,-0.019744964,0.013217038,0.011363429,-0.003928845,-0.028690644,0.001440577,-0.037716914,0.023693958,0.018374907,0.011927571,-0.042552415,0.012169346,-0.009953074,0.011444021,0.019503189,-0.016279522,0.003243816,-0.022888042,-0.024016324,-0.007897986,-0.006487631,-0.010638104,-0.041907679,-0.025950525,-0.032881413,-0.022404492,-0.03094721,0.01378118,0.043519516,-0.010718695,0.020067332,0.037555728,-0.000215331,0.019664373,0.004916093,-0.040940579,-0.048999749,0.017407807,0.006648815,-0.014587097,-0.014506505,-0.047387917,-0.006729406,0.015393013,0.028851826,0.024983425,-0.009832187,-0.004996685,0.025466975,0.015070647,-0.004593727,-0.010073962,0.000685029,0.041262947,-0.006326448,0.021598574,0.025466975,0.02143739,-0.007253252,0.029174194,-0.012169346,0.011605204,-0.008623311,-0.002024866,-0.001450651,0.025144609,0.004009437,0.02852946,-0.003002041,-0.02143739,-0.027401175,-0.02998011,0.023210408,0.016279522,0.017166032,-0.020228514,0.011202246,-0.014103547,0.009590412,-0.014506505,-0.049966849,-0.009872482,0.002558786,-0.036105078,0.004009437,0.010718695,-0.004996685,0.003707218,-0.008663607,0.012894671,-0.003022189,-0.002901301,0.000886509,0.017327214,-0.027401175,-0.016601888,-0.010799287,-0.005883194,-0.026595259,-0.033526145,-0.004513135,0.010396329,0.017971948,-0.035782713,-0.041585315,-0.009026269,-0.001349911,0.005641419,-0.001329763,0.003747514,-0.005319052,-0.005883194,-0.000277034,0.021115024,0.02901301,-0.027562359,0.044486616,-0.071887791,-0.002861005,-0.003404999,-0.005319052,0.003022189,0.024499875,0.034493245,-0.009106861,0.016037747,-0.005439939,0.050289217,0.003404999,-0.013619997,0.021115024,0.021759758,0.022243308,-0.002578934,-0.000579253,-0.054157618,-0.012088754,0.00737414,-0.030786026,-0.019825557,0.003969141,-0.002558786,0.022243308,0.029335376,-0.024016324,0.006527927,0.012814079,-0.019019639,0.012249937,-0.004694466,-0.002266641,-0.014022955,0.023049224,-0.020631474,-0.025466975,-0.037072178,0.002266641,-0.013378222,0.006124969,0.012491712,0.017407807,-0.009872482,0.031108394,0.010315737,0.032881413,-0.006648815,0.009832187,0.024338692,0.03094721,0.016279522,-0.022726858,0.03094721,-0.040134665,0.008139761,0.006809998,0.018294314,0.01523183,-0.03046366,-0.007172661,-0.007293548,0.003243816,0.006124969,-0.006729406,-0.003183372,0.047387917,0.006124969,-0.000375255,-0.024661059,0.022243308,-0.004492987,0.012330529,-0.02949656,0.027078809,-0.021759758,-0.004069881,0.013700588,-0.033526145,-0.009066566,-0.023049224,0.017891357,0.007212956,0.029818926,-0.023049224,-0.006689111,0.030302476,0.009147157,-0.005439939,-0.003042337,0.034815613,0.027078809,-0.055447087,-0.018616682,0.016763072,-0.013136446,-0.018616682,0.034009695,-0.003465443,-0.035621528,-0.002004718,0.01329763,0.023532774,-0.003525887,-0.005722011,-0.011363429,0.027239993,-0.016601888,-0.015473605,0.022565674,0.013136446,-0.021598574,-0.002538638,0.033203777,0.006245856,0.020631474,-0.001390207,0.013942363,-0.022082124,0.012733487,-0.006769702,0.024661059,-0.026595259,-0.003485591,-0.004513135,0.037555728,0.018133132,-0.026595259,0.024338692,-0.033687327,0.016924256,0.006608519,0.022243308,-0.033848513,-0.028368276,0.002538638,0.012894671,0.001183691,0.014990055,0.028207093,0.010879879,-0.012411121,0.012975262,0.006286152,0.002397603,-0.036427446,0.015070647,-0.030141294,0.015312422,0.017568989,-0.009348636,0.019583782,0.039651114,-0.006165265,0.004916093,-0.021276208,0.011766387,0.029335376,-0.004190768,-0.012894671,0.026756443,0.007092069,-0.024016324,-0.037716914,-0.001309615,0.048999749,-0.01474828,-0.032236677,0.025466975,0.011363429,0.043519516,0.007575619,0.034332063,-0.019019639,-0.011766387,-0.018858457,0.000056351,-0.004492987,0.000554068,0.003364703,-0.025144609,-0.062216789,0.001254208,0.033364963,0.005681715,0.02143739,0.007414436,-0.023855142,0.013539405,-0.032236677,-0.007857691,0.009348636,0.018536089,-0.018697273,0.031269576,-0.018616682,0.018455498,-0.006124969,-0.003143076,-0.010638104,0.000982211,0.023855142,-0.01047692,0.023049224,0.00640704,0.021115024,-0.009872482,0.019261414,0.026756443,-0.00427136,0.008502424,0.019906148,0.045776084,-0.008824791,0.005963786,-0.012814079,-0.016521297,-0.012249937,0.010033666,-0.017166032,0.014184138,-0.022726858,0.010879879,0.034493245,0.001359985,0.00640704,0.000972137,-0.027078809,0.013619997,-0.030302476,0.009388932,-0.001007396,0.016440706,0.017488398,-0.006447336,0.022888042,-0.00737414,-0.006366744,-0.005883194,-0.007454732,0.027562359,0.005802602,-0.003747514,-0.026434075,0.018213723,0.008462128,-0.003848253,-0.004049733,-0.014990055,-0.006004081,-0.01047692,-0.014425913,0.030624844,-0.015715381,-0.024338692,0.007495028,0.002820709,-0.021276208,-0.005399643,-0.057381287,-0.061249688,-0.013055854,0.02901301,0.01474828,-0.024177508,-0.026595259,0.012411121,-0.011927571,-0.007253252,-0.011927571,0.015070647,-0.019100232,0.015795972,-0.01096047,-0.024822243,0.003989289,0.012088754,-0.039006379,-0.050611585,0.000295923,-0.010718695,0.017327214,-0.01426473,-0.010194849,-0.044486616,0.015554197,-0.019744964,-0.005157868,0.006648815,-0.013539405,-0.024499875,0.018939048,0.039328746,-0.009429228,0.011363429,0.069308855,-0.001193765,0.030302476,-0.012572304,0.024983425,-0.008623311,0.00320352,0.039328746,0.008824791,-0.024822243,-0.00523846,0.013619997,-0.008300944,-0.038845196,0.00950982,-0.023855142,-0.004936241,0.031108394,-0.033526145,-0.006044377,-0.000785769,-0.013458813,-0.051256318,0.030302476,-0.013700588,0.02192094,0.003626626,-0.018777864,-0.014990055,0.013055854,-0.007736803,-0.010073962,-0.015312422,0.034493245,-0.011282837,-0.040134665,-0.023855142,0.006689111,-0.003022189,0.026111709,-0.017568989,-0.014506505,-0.011444021,0.005681715,0.038845196,0.016279522,-0.002407677,-0.00640704,0.003566182,-0.005157868,0.012652896,-0.013619997,-0.013458813,-0.004875797,0.002367381,-0.009630707,-0.009388932,0.000337478,-0.019019639,-0.009671004,-0.034332063,-0.013861772,0.018213723,0.007736803,0.005439939,-0.042230047,0.040618215,0.007051773,-0.013619997,-0.026756443,0.020309107,0.002014792,0.002206198,0.003062484,-0.027562359,0.048677385,-0.005802602,-0.042230047,-0.011282837,-0.02047029,0.013458813,0.015312422,-0.010033666,-0.031914312,-0.001133321,-0.039006379,0.003727366,-0.032559045,0.008623311,0.019664373,0.057058919,-0.016037747,0.009106861,-0.023855142,0.012975262,-0.015876563,0.00689059,-0.01426473,0.039006379,-0.026595259,-0.008059169,-0.028690644,0.030302476,-0.028045909,0.01378118,-0.003344555,0.006971181,-0.025950525,0.000871398,-0.017568989,-0.024983425,-0.002458047,-0.024338692,-0.001642056,-0.012814079,0.000181331,0.017246623,0.015070647,-0.008744199,0.030141294,0.025789343,-0.016118338,-0.04384188,-0.042230047,-0.039167564,0.022726858,-0.023210408,0.009711299,0.009469524,0.019503189,-0.007938282,-0.001239097,0.00737414,0.029335376,0.014828872,0.043519516,-0.029335376,-0.04287478,0.017166032,-0.015957156,0.004210916,0.029335376,-0.035299163,0.032559045,-0.02095384,0.026756443,-0.023210408,-0.001037618,0.008220353,-0.031914312,0.002216272,-0.030141294,0.007092069,0.015554197,-0.001229023,-0.014022955,-0.002981893,-0.006326448,-0.034976795,0.012411121,-0.024499875,-0.026111709,0.015070647,0.036427446,0.01523183,0.060282588];

Carregue o arquivo em mongosh para usar as incorporações na sua query:
```
load('/<path-to-file>/query-embeddings.js');
```

Execute a seguinte query.

1 db.embedded_movies.aggregate([
2   {
3     "$vectorSearch": {
4       "index": "vector_index",
5       "path": "plot_embedding_voyage_3_large",
6       "queryVector": WORLD_WAR_EMBEDDING,
7       "exact": true,
8       "limit": 10
9     }
10   },
11   {
12     "$project": {
13       "_id": 0,
14       "plot": 1,
15       "title": 1,
16       "score": { $meta: "vectorSearchScore" }
17     }
18   }
19 ])

1 [
2   {
3     plot: 'During WW2 the Russian Army sent a special group named "Zvezda" to fight the Nazis in their backyard.',
4     title: 'The Star',
5     score: 0.7459506392478943
6   },
7   {
8     plot: "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.",
9     title: 'P-51 Dragon Fighter',
10     score: 0.7430292367935181
11   },
12   {
13     plot: 'April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.',
14     title: 'Fury',
15     score: 0.7428240776062012
16   },
17   {
18     plot: "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...",
19     title: 'Memphis Belle',
20     score: 0.7340154647827148
21   },
22   {
23     plot: 'The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...',
24     title: 'The Young Lions',
25     score: 0.7327103614807129
26   },
27   {
28     plot: 'Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.',
29     title: 'White Tiger',
30     score: 0.732368528842926
31   },
32   {
33     plot: 'The story of ordinary men during WWII as seen from three different points of View.',
34     title: 'The Fallen',
35     score: 0.7301670908927917
36   },
37   {
38     plot: 'A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.',
39     title: 'War Pigs',
40     score: 0.7290490865707397
41   },
42   {
43     plot: 'Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...',
44     title: 'The Red Baron',
45     score: 0.728823184967041
46   },
47   {
48     plot: 'In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.',
49     title: 'Battle of Britain',
50     score: 0.7270985245704651
51   }
52 ]

1 using MongoDB.Bson;
2 using MongoDB.Bson.Serialization.Attributes;
3 using MongoDB.Bson.Serialization.Conventions;
4 using MongoDB.Driver;
5 using MongoDB.Driver.Search;
6 
7 public class vectorSearchBasicQuery 
8 {
9   // define connection to your Atlas cluster
10   private const string MongoConnectionString = "<connection-string>";
11 
12   public static void Main(string[] args){
13     var camelCaseConvention = new ConventionPack { new CamelCaseElementNameConvention() };
14     ConventionRegistry.Register("CamelCase", camelCaseConvention, type => true);
15 
16     // connect to your Atlas cluster
17     var mongoClient = new MongoClient(MongoConnectionString);
18 
19     // define namespace
20     var moviesDatabase = mongoClient.GetDatabase("sample_mflix");
21     var moviesCollection = moviesDatabase.GetCollection<EmbeddedMovie>("embedded_movies");
22 
23     // define vector embeddings to search
24     var vector = new[] {0.000370218,0.038684014,-0.001893905,-0.060604952,-0.019261414,0.001531242,0.015151238,-0.014103547,-0.019180823,-0.029335376,-0.011846979,0.003868401,0.012894671,-0.002458047,-0.003002041,-0.027078809,-0.019583782,0.041907679,-0.011282837,-0.029818926,0.031914312,-0.020309107,-0.002981893,-0.019906148,-0.012249937,0.041585315,-0.005601123,0.039328746,0.040618215,-0.017085439,-0.038361646,-0.012894671,-0.000352589,0.022565674,-0.011685796,-0.010114257,-0.019906148,-0.012491712,-0.022888042,-0.027401175,0.011846979,-0.002317011,0.045776084,-0.019422598,0.006930886,0.004875797,-0.038845196,0.023855142,0.009630707,-0.045131348,0.003868401,-0.00223642,-0.004392247,0.007212956,-0.019422598,0.046743184,-0.013217038,0.008099466,0.020792658,-0.062861525,-0.047710285,0.009388932,0.001541316,0.050611585,-0.032881413,-0.034009695,0.003002041,-0.005359347,-0.025628159,0.036749814,0.006286152,0.016440706,-0.041262947,0.015715381,-0.012652896,-0.006326448,-0.014909463,0.041262947,-0.025144609,0.00417062,-0.026111709,0.066729926,0.013619997,0.025144609,-0.004291508,0.007978578,-0.009751595,0.003566182,-0.010557512,-0.028207093,-0.015393013,0.048032649,-0.032075495,-0.014425913,0.020792658,0.01096047,0.008502424,-0.013217038,-0.032075495,0.026917625,-0.00165213,0.007172661,-0.063506253,0.034654427,-0.013861772,0.009268044,-0.012894671,-0.023855142,-0.024983425,-0.009308341,0.047710285,-0.010396329,-0.02949656,-0.015151238,0.025144609,0.041262947,0.02095384,-0.004432543,0.011041062,-0.032881413,0.016118338,-0.000478513,0.036749814,0.00417062,-0.040457029,0.017730173,-0.071565427,0.023532774,0.047387917,-0.017730173,0.026272893,-0.001289467,0.000760584,0.004331803,0.017891357,0.012652896,-0.064150989,0.058348387,0.040295847,-0.023532774,-0.012894671,-0.02852946,-0.001914053,0.004734762,-0.017568989,-0.007736803,-0.02095384,-0.014909463,-0.014909463,-0.02047029,0.018858457,-0.005198164,0.000264442,-0.007092069,0.026434075,0.005601123,0.007011477,-0.003928845,-0.004190768,0.023693958,-0.011927571,0.001203838,0.008180057,0.011766387,0.015715381,-0.038522828,-0.019342007,-0.006084673,0.003404999,-0.002256567,-0.003485591,0.009832187,0.023371592,-0.04384188,-0.029818926,0.038361646,0.019906148,-0.004372099,0.004090028,-0.015393013,-0.028690644,-0.033203777,0.025305793,0.015957156,0.005560827,0.021115024,0.008905382,0.018858457,-0.024983425,0.008180057,0.055769451,0.025628159,-0.010557512,-0.000236738,-0.003626626,-0.014184138,0.019664373,-0.00310278,-0.011202246,0.01426473,0.007092069,0.02901301,0.046420816,-0.001994645,0.02192094,0.038845196,-0.036588628,0.021598574,-0.019986739,0.003707218,0.001138358,0.018697273,0.003888549,-0.034976795,0.016360113,-0.031591944,0.002468121,0.015554197,0.001611834,0.013700588,-0.052223418,-0.006004081,0.024338692,-0.024661059,-0.006689111,-0.035460345,0.010235145,0.039489929,-0.007857691,-0.026272893,-0.00261923,-0.011363429,-0.026756443,-0.00640704,0.036749814,0.037233364,-0.006245856,-0.005278756,-0.027562359,-0.049966849,-0.021276208,-0.006971181,-0.013055854,-0.005399643,0.048032649,-0.033203777,-0.002296863,0.023693958,0.026917625,0.000705177,0.022404492,-0.021598574,0.013700588,0.004432543,0.031269576,0.01523183,0.010275441,-0.017568989,-0.023210408,0.050289217,-0.004996685,0.010315737,-0.017004848,0.017246623,-0.00950982,0.017327214,-0.035943896,0.014506505,0.001621908,-0.012491712,0.01096047,-0.011927571,-0.024177508,0.015634788,-0.026595259,0.007897986,-0.014425913,-0.001490946,0.017971948,0.007736803,0.023371592,0.011041062,0.008220353,-0.010557512,0.003888549,-0.034493245,-0.043197148,-0.013942363,-0.008905382,0.002699822,0.025628159,0.001430503,-0.008018874,-0.018858457,0.059315488,-0.018697273,-0.040618215,-0.014022955,0.004815354,0.012008162,-0.014103547,0.030786026,0.043519516,0.005601123,-0.019664373,0.001400281,-0.022082124,-0.018858457,-0.026434075,0.025305793,-0.024822243,0.038039278,-0.011121654,-0.032720227,-0.018374907,-0.005137721,0.001390207,0.028045909,0.03046366,0.00592349,-0.041907679,-0.024338692,-0.042552415,0.006527927,-0.012008162,-0.027401175,0.000337478,0.027884725,0.009912779,-0.011121654,0.004009437,-0.003122928,0.022404492,-0.010275441,-0.004392247,0.00689059,0.01523183,-0.019180823,-0.034170877,-0.040940579,0.021598574,0.005077277,-0.03046366,0.04384188,0.03046366,0.012733487,0.010879879,0.02192094,-0.006930886,-0.016924256,0.038200464,-0.013861772,0.002417751,-0.023532774,-0.016279522,-0.014425913,0.026595259,0.024177508,0.000977174,0.007333844,0.02998011,-0.042230047,0.003042337,0.000730362,0.033364963,-0.002306937,0.005057129,-0.023049224,-0.015876563,-0.022726858,-0.005641419,0.004553431,0.009751595,0.014587097,0.017246623,-0.049966849,0.004613874,0.040457029,0.04287478,0.004090028,-0.00261923,0.002407677,0.039489929,0.002377455,0.007051773,0.025144609,0.024177508,-0.000705177,0.012411121,-0.025789343,-0.024016324,-0.030302476,-0.009268044,-0.00950982,0.017246623,0.013458813,0.008583016,-0.022565674,-0.006366744,0.00427136,-0.007736803,0.020147923,-0.012733487,-0.023693958,-0.006165265,0.035137977,-0.023049224,0.002699822,0.005399643,0.035299163,-0.007817394,0.031914312,-0.000149221,0.015473605,-0.026272893,-0.009711299,-0.002981893,0.000649771,0.064150989,0.032720227,-0.052223418,-0.017810764,-0.010275441,0.027078809,0.030786026,-0.016360113,0.039973479,-0.003122928,-0.038522828,-0.012249937,-0.033848513,-0.027239993,-0.028851826,0.018374907,-0.030302476,-0.048032649,0.011282837,0.058670752,-0.008784494,0.01096047,0.005057129,0.004009437,0.002488269,0.016843664,0.003163224,-0.027884725,-0.001934201,-0.030302476,-0.015715381,-0.001480872,0.011766387,-0.039973479,-0.009227749,-0.003304259,-0.026917625,-0.012088754,-0.014990055,0.03046366,0.007857691,0.042552415,-0.011846979,-0.008421832,-0.001813313,-0.019342007,-0.017166032,0.000972137,0.017004848,-0.018374907,0.037555728,0.019986739,0.018697273,0.014184138,0.027723543,0.023693958,-0.005077277,-0.025305793,0.011846979,0.000705177,0.042552415,-0.037072178,0.010879879,-0.028690644,-0.029818926,0.010879879,-0.014184138,-0.036266264,-0.031591944,-0.033687327,0.022888042,-0.016763072,0.004513135,0.000705177,0.02192094,0.025950525,0.015473605,-0.018374907,0.039489929,0.002881153,-0.037072178,-0.021115024,-0.008623311,-0.002095384,-0.026272893,0.015795972,0.015715381,0.034493245,0.030302476,0.010799287,-0.020228514,0.005137721,0.025628159,0.024016324,-0.008220353,0.002397603,-0.030624844,-0.014587097,0.022082124,-0.006608519,-0.041101765,-0.002478195,-0.031914312,0.017166032,-0.008300944,-0.004593727,-0.001390207,0.032720227,-0.005681715,0.002417751,0.000473476,-0.037878096,-0.046743184,-0.01378118,-0.016198931,-0.007897986,0.006608519,-0.011846979,0.027078809,-0.022243308,0.022565674,-0.007293548,-0.019019639,0.037394546,-0.035299163,-0.02192094,0.008421832,0.000135998,-0.000785769,-0.051578686,0.009227749,-0.015393013,-0.029174194,-0.015554197,0.001400281,0.007495028,-0.002820709,0.041585315,-0.017568989,0.054479986,-0.005641419,-0.024177508,-0.042552415,0.026111709,-0.014909463,0.023855142,-0.022565674,0.010033666,0.028207093,0.010073962,0.007736803,0.015312422,0.037878096,-0.002659526,-0.030786026,0.012652896,-0.019261414,0.005641419,0.019100232,-0.037555728,-0.00013285,-0.020228514,-0.001672278,0.038039278,-0.008703903,0.011282837,0.004351952,0.012894671,0.024177508,0.016440706,0.013942363,-0.008542719,0.005842898,0.001934201,0.00090162,0.014022955,-0.024983425,0.021115024,0.010073962,0.002528564,0.001390207,-0.012008162,0.002347233,-0.015795972,-0.016843664,-0.001793165,-0.016601888,-0.010396329,-0.027239993,-0.001188727,-0.001264282,-0.00950982,0.003928845,0.019503189,0.003485591,-0.026595259,-0.01096047,-0.030302476,-0.00320352,-0.01523183,0.028045909,-0.005641419,0.031108394,-0.01096047,0.011363429,0.016118338,-0.022404492,0.02143739,0.019342007,-0.013378222,0.027723543,-0.034332063,-0.015312422,0.02852946,-0.039489929,0.032720227,0.010154554,0.004956389,0.036105078,0.004775058,-0.038522828,0.019986739,0.020147923,0.009751595,-0.006366744,0.038200464,-0.028690644,-0.007656211,0.020228514,0.00155139,-0.015795972,0.022243308,0.011444021,-0.012491712,0.020550882,0.033687327,0.008865086,0.017730173,0.018213723,0.001682352,-0.043519516,-0.038200464,0.018052539,0.006930886,0.002075236,-0.018536089,0.008703903,-0.000053518,-0.007172661,0.025144609,-0.008099466,0.000120888,-0.016763072,-0.005762306,-0.004432543,-0.00640704,0.05996022,0.031914312,-0.002075236,0.027401175,0.037555728,-0.004311656,-0.01426473,-0.010638104,0.048999749,0.002317011,0.032075495,-0.000120888,-0.00358633,-0.036105078,0.020792658,0.008663607,0.003868401,-0.026917625,-0.02192094,-0.019261414,0.01378118,0.033364963,0.027884725,-0.005883194,-0.009590412,-0.001440577,0.025628159,0.050289217,0.009912779,0.036427446,0.001123247,0.000637178,0.007777099,0.008865086,0.014506505,0.031108394,0.020067332,-0.042552415,-0.006527927,0.005117572,-0.022888042,0.006447336,-0.018294314,-0.004714614,0.009751595,-0.011927571,0.020389698,-0.018939048,0.004210916,0.049644485,-0.014587097,-0.019019639,0.000795843,-0.016440706,0.011202246,0.031430762,0.024177508,0.029818926,-0.014103547,-0.017568989,0.006165265,-0.023855142,0.026434075,-0.012491712,0.008784494,-0.019664373,-0.019261414,-0.003928845,0.013378222,-0.009227749,0.003969141,0.023049224,0.010799287,0.003122928,0.008260649,-0.026595259,-0.055447087,0.016440706,-0.003304259,-0.003707218,-0.046743184,0.018858457,0.000375255,-0.016924256,0.020792658,0.016440706,-0.027401175,0.002740117,-0.007092069,-0.005802602,0.000506217,0.028690644,-0.000493624,0.001571538,0.001400281,0.003263964,-0.001994645,-0.00310278,-0.002327085,-0.01474828,0.026595259,0.008300944,-0.008260649,0.00592349,0.046743184,-0.009308341,-0.016924256,0.011444021,0.01047692,0.006326448,-0.037394546,-0.008583016,-0.020631474,0.024177508,0.015312422,-0.007938282,0.017085439,0.02143739,-0.004130324,0.004372099,-0.004976537,0.048032649,-0.027401175,0.018697273,-0.006447336,0.00203494,0.005963786,-0.014184138,0.009671004,0.007535324,-0.033042595,0.016360113,-0.024338692,-0.008099466,0.024499875,0.000785769,0.010799287,0.028207093,-0.01523183,0.022082124,0.006527927,0.032881413,-0.037716914,0.034009695,-0.009671004,0.016521297,0.032881413,-0.02143739,0.02143739,-0.014184138,0.006124969,-0.028368276,0.038039278,0.026917625,0.012411121,-0.009912779,-0.006366744,-0.047387917,0.016763072,-0.022726858,0.064473353,-0.017730173,0.009832187,0.003445295,0.025789343,-0.003344555,-0.021276208,0.005198164,0.01378118,-0.011202246,-0.006286152,-0.026434075,-0.007817394,0.003969141,-0.037394546,0.006930886,0.000836139,0.000254368,-0.036749814,-0.022082124,-0.006568223,-0.026111709,-0.002175976,0.004069881,-0.037072178,-0.017568989,0.048355017,0.011605204,0.00523846,-0.023210408,-0.01329763,0.000198961,0.02095384,0.004069881,0.000124036,0.008018874,-0.004009437,-0.065440454,-0.008985974,-0.04384188,0.00261923,-0.017407807,0.012733487,-0.017246623,0.031591944,0.007454732,-0.015715381,-0.025789343,0.016843664,-0.008300944,-0.010557512,-0.020550882,-0.028851826,0.002498342,0.028368276,-0.037716914,0.006366744,0.027562359,-0.003062484,0.017649582,0.034493245,-0.003082632,0.017891357,-0.023693958,0.020309107,0.018777864,0.055769451,-0.011363429,-0.018777864,0.022565674,0.001410355,0.035299163,0.012975262,0.007897986,-0.031108394,0.007253252,0.001299541,0.02143739,-0.012249937,0.01047692,-0.020631474,-0.014667688,-0.029657744,-0.002861005,-0.023693958,0.042230047,-0.000669918,0.001531242,-0.005883194,-0.03046366,-0.05286815,0.029174194,-0.009630707,-0.013136446,-0.034654427,0.021598574,-0.012491712,-0.019422598,0.021759758,0.006689111,-0.058670752,0.014828872,0.014345322,-0.016601888,0.038522828,-0.026272893,-0.047710285,-0.003263964,-0.007978578,0.016682481,-0.027078809,-0.000295923,-0.00427136,-0.001198801,0.006850294,-0.006809998,-0.002498342,-0.002065162,0.012169346,-0.001218949,-0.002578934,0.008462128,0.006648815,-0.020147923,0.005399643,0.028207093,-0.014184138,-0.001611834,-0.017649582,-0.032720227,0.009630707,0.006165265,-0.020147923,-0.007132365,-0.027401175,-0.002820709,-0.022888042,0.024499875,-0.011121654,-0.017568989,-0.02095384,-0.017246623,0.018697273,-0.017730173,0.022565674,0.034170877,0.012652896,-0.009388932,0.039328746,-0.000760584,0.009388932,-0.006769702,-0.005278756,0.011282837,0.006366744,-0.049322117,-0.005722011,0.009630707,-0.00223642,-0.004251212,-0.006930886,0.034009695,0.001359985,0.00310278,-0.05286815,-0.004372099,0.027562359,-0.025305793,-0.010073962,-0.013136446,-0.011846979,0.030302476,-0.008018874,-0.025950525,-0.017004848,0.032075495,0.033687327,0.020550882,0.007897986,-0.034976795,-0.018616682,0.001833461,-0.04287478,0.018213723,0.029174194,0.009590412,-0.035621528,0.005762306,0.002065162,0.019180823,0.019180823,0.016521297,-0.017327214,0.023532774,0.012008162,0.032236677,0.002840857,-0.008059169,0.000861324,0.024499875,-0.012733487,0.038361646,0.033364963,0.013942363,0.028368276,0.00203494,0.005057129,0.016198931,0.051256318,-0.000302219,0.004895946,-0.02998011,-0.033203777,-0.005016833,-0.008905382,-0.018697273,0.001994645,-0.008744199,0.022082124,0.036749814,0.004351952,-0.008099466,-0.020228514,-0.019503189,0.020147923,0.028045909,-0.03094721,0.019744964,0.01523183,-0.012008162,0.017166032,0.000685029,0.021276208,-0.004049733,-0.015151238,-0.047710285,0.000488587,-0.016601888,0.003505739,0.001359985,-0.012411121,-0.017407807,-0.016601888,-0.003445295,0.019422598,0.011363429,-0.001113173,-0.008220353,-0.020389698,0.017407807,0.02143739,0.001012433,-0.006245856,-0.024016324,0.024499875,-0.006366744,0.046420816,-0.000397921,0.000098851,-0.010033666,0.007938282,0.014909463,-0.027723543,-0.040295847,-0.059315488,-0.014828872,0.001349911,-0.02998011,0.002357307,0.010154554,0.005097425,0.000992285,0.031753127,-0.009308341,0.008985974,0.013861772,-0.017327214,-0.008865086,0.040618215,-0.003707218,0.005097425,-0.011363429,0.005560827,0.01096047,-0.009388932,-0.015876563,-0.022565674,-0.016440706,0.023210408,-0.004029585,0.017568989,-0.012088754,0.00005037,0.000941915,0.000866361,0.023049224,0.000871398,0.004815354,-0.021598574,0.000730362,0.002981893,0.01047692,-0.004573578,0.014022955,0.025628159,-0.026595259,-0.020067332,0.02143739,0.033848513,-0.009912779,-0.007978578,0.002175976,-0.026917625,0.029174194,-0.025628159,-0.047065549,-0.018133132,-0.00150102,0.052223418,0.012652896,-0.022726858,0.011524612,-0.012814079,0.005359347,-0.007172661,0.013619997,0.03046366,0.013539405,-0.000591845,0.033203777,0.026917625,-0.044164248,-0.014990055,0.00223642,-0.008139761,0.025950525,0.021276208,0.005016833,-0.004976537,-0.01378118,0.00592349,-0.001329763,0.038684014,0.021115024,0.048999749,0.049966849,-0.018777864,0.018616682,0.038200464,-0.026272893,-0.051578686,0.024499875,0.006850294,-0.019180823,-0.00043318,0.020792658,0.003505739,-0.015473605,-0.041262947,-0.026917625,0.067374654,0.004694466,0.001621908,-0.025305793,0.003606478,0.006286152,-0.020309107,0.016118338,-0.019180823,0.007092069,-0.017327214,-0.006326448,-0.007897986,0.000556586,-0.03046366,-0.013136446,0.016843664,-0.024338692,-0.011444021,-0.018777864,0.002840857,-0.036749814,-0.01523183,-0.009630707,-0.013055854,-0.042230047,0.017327214,-0.012814079,-0.016843664,0.002256567,-0.007656211,0.005963786,-0.016360113,0.026756443,0.019986739,-0.022082124,-0.024983425,-0.039489929,0.01378118,-0.012008162,0.000876435,-0.02192094,0.018133132,-0.020792658,-0.019583782,-0.005842898,0.020067332,-0.016763072,0.007414436,0.01096047,-0.000521328,0.01047692,0.00011711,0.035299163,0.038039278,0.049644485,-0.003062484,0.014667688,-0.007454732,0.006809998,-0.018536089,-0.015554197,0.016360113,0.008542719,-0.013217038,0.02998011,0.017810764,0.048999749,0.020309107,-0.017649582,-0.011041062,0.008381536,0.011363429,0.039651114,-0.012411121,0.011685796,0.029657744,-0.011524612,-0.020147923,0.03046366,0.00261923,-0.00320352,-0.002317011,-0.00101747,-0.047387917,0.04287478,-0.011927571,-0.017488398,-0.010638104,-0.006850294,0.01096047,0.033848513,-0.006124969,0.001793165,0.015473605,-0.048999749,0.006447336,0.033848513,0.008663607,-0.024822243,0.005399643,-0.00368707,-0.015070647,-0.009590412,0.001289467,-0.018858457,0.02095384,-0.007414436,-0.008421832,0.000715251,-0.015473605,0.02901301,0.020309107,-0.003707218,0.016360113,-0.008663607,0.018939048,0.001218949,0.00358633,-0.003284112,0.036427446,0.02192094,0.022888042,-0.024661059,0.008341241,-0.024338692,-0.00950982,-0.017166032,0.046743184,-0.018052539,-0.012975262,0.002800561,-0.012008162,-0.013055854,0.028368276,-0.057381287,0.018697273,-0.043519516,-0.018052539,0.001370059,-0.019342007,0.022404492,0.017166032,-0.004351952,0.001611834,-0.028207093,0.001319689,0.025950525,0.025305793,0.017488398,-0.045776084,-0.024983425,0.005117572,-0.010879879,0.020147923,-0.00999337,0.022082124,0.000337478,-0.018777864,0.007978578,-0.039328746,0.000249331,0.04287478,-0.012411121,-0.023532774,0.006527927,0.028207093,0.009348636,0.006084673,-0.007293548,-0.022082124,-0.017085439,0.02047029,-0.007817394,0.003243816,-0.008381536,-0.00523846,-0.004674318,-0.051256318,0.019986739,-0.009912779,0.040940579,0.006527927,-0.002861005,0.035460345,0.026434075,0.015393013,-0.005359347,-0.012733487,-0.025628159,0.019664373,-0.018536089,0.025305793,-0.009912779,0.032397863,0.047387917,0.000674955,0.031108394,-0.008381536,-0.002558786,-0.01096047,-0.004674318,0.002115532,0.000275775,0.02047029,0.036427446,-0.027401175,-0.030302476,-0.000410514,0.006769702,0.024822243,-0.011041062,0.028690644,0.019180823,-0.016763072,-0.037072178,-0.027078809,0.038845196,0.05996022,-0.037233364,-0.000377774,0.006487631,0.006729406,0.033848513,-0.019422598,-0.007092069,-0.001621908,0.026111709,-0.002498342,0.014345322,-0.019342007,0.017891357,-0.014587097,-0.004533283,-0.020147923,0.001430503,-0.009711299,0.049644485,0.001410355,-0.010315737,0.003082632,-0.00271997,-0.023371592,0.006729406,0.025144609,0.023210408,0.004976537,-0.000278293,-0.025305793,0.012330529,-0.019019639,-0.00640704,-0.006286152,0.017971948,-0.002327085,0.016924256,-0.015795972,-0.012491712,-0.011282837,0.003022189,0.01047692,0.027239993,0.012008162,0.003263964,0.026434075,0.035621528,-0.024338692,-0.012652896,0.024822243,0.000654807,0.028368276,0.011202246,0.016440706,0.016360113,-0.026917625,-0.019744964,0.013217038,0.011363429,-0.003928845,-0.028690644,0.001440577,-0.037716914,0.023693958,0.018374907,0.011927571,-0.042552415,0.012169346,-0.009953074,0.011444021,0.019503189,-0.016279522,0.003243816,-0.022888042,-0.024016324,-0.007897986,-0.006487631,-0.010638104,-0.041907679,-0.025950525,-0.032881413,-0.022404492,-0.03094721,0.01378118,0.043519516,-0.010718695,0.020067332,0.037555728,-0.000215331,0.019664373,0.004916093,-0.040940579,-0.048999749,0.017407807,0.006648815,-0.014587097,-0.014506505,-0.047387917,-0.006729406,0.015393013,0.028851826,0.024983425,-0.009832187,-0.004996685,0.025466975,0.015070647,-0.004593727,-0.010073962,0.000685029,0.041262947,-0.006326448,0.021598574,0.025466975,0.02143739,-0.007253252,0.029174194,-0.012169346,0.011605204,-0.008623311,-0.002024866,-0.001450651,0.025144609,0.004009437,0.02852946,-0.003002041,-0.02143739,-0.027401175,-0.02998011,0.023210408,0.016279522,0.017166032,-0.020228514,0.011202246,-0.014103547,0.009590412,-0.014506505,-0.049966849,-0.009872482,0.002558786,-0.036105078,0.004009437,0.010718695,-0.004996685,0.003707218,-0.008663607,0.012894671,-0.003022189,-0.002901301,0.000886509,0.017327214,-0.027401175,-0.016601888,-0.010799287,-0.005883194,-0.026595259,-0.033526145,-0.004513135,0.010396329,0.017971948,-0.035782713,-0.041585315,-0.009026269,-0.001349911,0.005641419,-0.001329763,0.003747514,-0.005319052,-0.005883194,-0.000277034,0.021115024,0.02901301,-0.027562359,0.044486616,-0.071887791,-0.002861005,-0.003404999,-0.005319052,0.003022189,0.024499875,0.034493245,-0.009106861,0.016037747,-0.005439939,0.050289217,0.003404999,-0.013619997,0.021115024,0.021759758,0.022243308,-0.002578934,-0.000579253,-0.054157618,-0.012088754,0.00737414,-0.030786026,-0.019825557,0.003969141,-0.002558786,0.022243308,0.029335376,-0.024016324,0.006527927,0.012814079,-0.019019639,0.012249937,-0.004694466,-0.002266641,-0.014022955,0.023049224,-0.020631474,-0.025466975,-0.037072178,0.002266641,-0.013378222,0.006124969,0.012491712,0.017407807,-0.009872482,0.031108394,0.010315737,0.032881413,-0.006648815,0.009832187,0.024338692,0.03094721,0.016279522,-0.022726858,0.03094721,-0.040134665,0.008139761,0.006809998,0.018294314,0.01523183,-0.03046366,-0.007172661,-0.007293548,0.003243816,0.006124969,-0.006729406,-0.003183372,0.047387917,0.006124969,-0.000375255,-0.024661059,0.022243308,-0.004492987,0.012330529,-0.02949656,0.027078809,-0.021759758,-0.004069881,0.013700588,-0.033526145,-0.009066566,-0.023049224,0.017891357,0.007212956,0.029818926,-0.023049224,-0.006689111,0.030302476,0.009147157,-0.005439939,-0.003042337,0.034815613,0.027078809,-0.055447087,-0.018616682,0.016763072,-0.013136446,-0.018616682,0.034009695,-0.003465443,-0.035621528,-0.002004718,0.01329763,0.023532774,-0.003525887,-0.005722011,-0.011363429,0.027239993,-0.016601888,-0.015473605,0.022565674,0.013136446,-0.021598574,-0.002538638,0.033203777,0.006245856,0.020631474,-0.001390207,0.013942363,-0.022082124,0.012733487,-0.006769702,0.024661059,-0.026595259,-0.003485591,-0.004513135,0.037555728,0.018133132,-0.026595259,0.024338692,-0.033687327,0.016924256,0.006608519,0.022243308,-0.033848513,-0.028368276,0.002538638,0.012894671,0.001183691,0.014990055,0.028207093,0.010879879,-0.012411121,0.012975262,0.006286152,0.002397603,-0.036427446,0.015070647,-0.030141294,0.015312422,0.017568989,-0.009348636,0.019583782,0.039651114,-0.006165265,0.004916093,-0.021276208,0.011766387,0.029335376,-0.004190768,-0.012894671,0.026756443,0.007092069,-0.024016324,-0.037716914,-0.001309615,0.048999749,-0.01474828,-0.032236677,0.025466975,0.011363429,0.043519516,0.007575619,0.034332063,-0.019019639,-0.011766387,-0.018858457,0.000056351,-0.004492987,0.000554068,0.003364703,-0.025144609,-0.062216789,0.001254208,0.033364963,0.005681715,0.02143739,0.007414436,-0.023855142,0.013539405,-0.032236677,-0.007857691,0.009348636,0.018536089,-0.018697273,0.031269576,-0.018616682,0.018455498,-0.006124969,-0.003143076,-0.010638104,0.000982211,0.023855142,-0.01047692,0.023049224,0.00640704,0.021115024,-0.009872482,0.019261414,0.026756443,-0.00427136,0.008502424,0.019906148,0.045776084,-0.008824791,0.005963786,-0.012814079,-0.016521297,-0.012249937,0.010033666,-0.017166032,0.014184138,-0.022726858,0.010879879,0.034493245,0.001359985,0.00640704,0.000972137,-0.027078809,0.013619997,-0.030302476,0.009388932,-0.001007396,0.016440706,0.017488398,-0.006447336,0.022888042,-0.00737414,-0.006366744,-0.005883194,-0.007454732,0.027562359,0.005802602,-0.003747514,-0.026434075,0.018213723,0.008462128,-0.003848253,-0.004049733,-0.014990055,-0.006004081,-0.01047692,-0.014425913,0.030624844,-0.015715381,-0.024338692,0.007495028,0.002820709,-0.021276208,-0.005399643,-0.057381287,-0.061249688,-0.013055854,0.02901301,0.01474828,-0.024177508,-0.026595259,0.012411121,-0.011927571,-0.007253252,-0.011927571,0.015070647,-0.019100232,0.015795972,-0.01096047,-0.024822243,0.003989289,0.012088754,-0.039006379,-0.050611585,0.000295923,-0.010718695,0.017327214,-0.01426473,-0.010194849,-0.044486616,0.015554197,-0.019744964,-0.005157868,0.006648815,-0.013539405,-0.024499875,0.018939048,0.039328746,-0.009429228,0.011363429,0.069308855,-0.001193765,0.030302476,-0.012572304,0.024983425,-0.008623311,0.00320352,0.039328746,0.008824791,-0.024822243,-0.00523846,0.013619997,-0.008300944,-0.038845196,0.00950982,-0.023855142,-0.004936241,0.031108394,-0.033526145,-0.006044377,-0.000785769,-0.013458813,-0.051256318,0.030302476,-0.013700588,0.02192094,0.003626626,-0.018777864,-0.014990055,0.013055854,-0.007736803,-0.010073962,-0.015312422,0.034493245,-0.011282837,-0.040134665,-0.023855142,0.006689111,-0.003022189,0.026111709,-0.017568989,-0.014506505,-0.011444021,0.005681715,0.038845196,0.016279522,-0.002407677,-0.00640704,0.003566182,-0.005157868,0.012652896,-0.013619997,-0.013458813,-0.004875797,0.002367381,-0.009630707,-0.009388932,0.000337478,-0.019019639,-0.009671004,-0.034332063,-0.013861772,0.018213723,0.007736803,0.005439939,-0.042230047,0.040618215,0.007051773,-0.013619997,-0.026756443,0.020309107,0.002014792,0.002206198,0.003062484,-0.027562359,0.048677385,-0.005802602,-0.042230047,-0.011282837,-0.02047029,0.013458813,0.015312422,-0.010033666,-0.031914312,-0.001133321,-0.039006379,0.003727366,-0.032559045,0.008623311,0.019664373,0.057058919,-0.016037747,0.009106861,-0.023855142,0.012975262,-0.015876563,0.00689059,-0.01426473,0.039006379,-0.026595259,-0.008059169,-0.028690644,0.030302476,-0.028045909,0.01378118,-0.003344555,0.006971181,-0.025950525,0.000871398,-0.017568989,-0.024983425,-0.002458047,-0.024338692,-0.001642056,-0.012814079,0.000181331,0.017246623,0.015070647,-0.008744199,0.030141294,0.025789343,-0.016118338,-0.04384188,-0.042230047,-0.039167564,0.022726858,-0.023210408,0.009711299,0.009469524,0.019503189,-0.007938282,-0.001239097,0.00737414,0.029335376,0.014828872,0.043519516,-0.029335376,-0.04287478,0.017166032,-0.015957156,0.004210916,0.029335376,-0.035299163,0.032559045,-0.02095384,0.026756443,-0.023210408,-0.001037618,0.008220353,-0.031914312,0.002216272,-0.030141294,0.007092069,0.015554197,-0.001229023,-0.014022955,-0.002981893,-0.006326448,-0.034976795,0.012411121,-0.024499875,-0.026111709,0.015070647,0.036427446,0.01523183,0.060282588};
25     var options = new VectorSearchOptions<EmbeddedMovie>() {
26         IndexName = "vector_index",
27         Exact = true
28     };
29 
30     // run query
31     var results = moviesCollection.Aggregate()
32                 .VectorSearch(m => m.Embedding, vector, 10, options)
33                 .Project(Builders<EmbeddedMovie>.Projection
34                   .Include(m => m.Title)
35                   .Include(movie => movie.Plot))
36                 .ToList();
37 
38     // print results
39     foreach (var movie in results)
40       {
41         Console.WriteLine(movie.ToJson());
42       }
43   }
44 }
45 
46 [BsonIgnoreExtraElements]
47 public class EmbeddedMovie
48 {
49     [BsonIgnoreIfDefault]
50     public string Title { get; set; }
51     public string Plot { get; set; }
52     [BsonElement("plot_embedding_voyage_3_large")]
53     public double[] Embedding { get; set; }
54 }

1 { "_id" : { "$oid" : "573a13aaf29313caabd2144d" }, "plot" : "During WW2 the Russian Army sent a special group named \"Zvezda\" to fight the Nazis in their backyard.", "title" : "The Star" }
2 { "_id" : { "$oid" : "573a13e1f29313caabdbc094" }, "plot" : "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.", "title" : "P-51 Dragon Fighter" }
3 { "_id" : { "$oid" : "573a13e1f29313caabdbbce8" }, "plot" : "April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.", "title" : "Fury" }
4 { "_id" : { "$oid" : "573a1399f29313caabcec130" }, "plot" : "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...", "title" : "Memphis Belle" }
5 { "_id" : { "$oid" : "573a1394f29313caabce0d70" }, "plot" : "The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...", "title" : "The Young Lions" }
6 { "_id" : { "$oid" : "573a13daf29313caabdad76b" }, "plot" : "Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.", "title" : "White Tiger" }
7 { "_id" : { "$oid" : "573a13aef29313caabd2e8d0" }, "plot" : "The story of ordinary men during WWII as seen from three different points of View.", "title" : "The Fallen" }
8 { "_id" : { "$oid" : "573a13f1f29313caabddb924" }, "plot" : "A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.", "title" : "War Pigs" }
9 { "_id" : { "$oid" : "573a13adf29313caabd2a8cf" }, "plot" : "Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...", "title" : "The Red Baron" }
10 { "_id" : { "$oid" : "573a1396f29313caabce39a8" }, "plot" : "In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.", "title" : "Battle of Britain" }

1 package main
2 
3 import (
4 	"context"
5 	"fmt"
6 	"log"
7 
8 	"go.mongodb.org/mongo-driver/v2/bson"
9 	"go.mongodb.org/mongo-driver/v2/mongo"
10 	"go.mongodb.org/mongo-driver/v2/mongo/options"
11 )
12 
13 func main() {
14 	ctx := context.Background()
15 
16 	// Replace the placeholder with your Atlas connection string
17 	const uri = "<connection-string>"
18 
19 	// Connect to your Atlas cluster
20 	clientOptions := options.Client().ApplyURI(uri)
21 	client, err := mongo.Connect(clientOptions)
22 	if err != nil {
23 		log.Fatalf("failed to connect to the server: %v", err)
24 	}
25 	defer func() { _ = client.Disconnect(ctx) }()
26 
27 	// Set the namespace
28 	coll := client.Database("sample_mflix").Collection("embedded_movies")
29 
30 	queryVector := [2048]float64{
31 		0.000370218,0.038684014,-0.001893905,-0.060604952,-0.019261414,0.001531242,0.015151238,-0.014103547,-0.019180823,-0.029335376,-0.011846979,0.003868401,0.012894671,-0.002458047,-0.003002041,-0.027078809,-0.019583782,0.041907679,-0.011282837,-0.029818926,0.031914312,-0.020309107,-0.002981893,-0.019906148,-0.012249937,0.041585315,-0.005601123,0.039328746,0.040618215,-0.017085439,-0.038361646,-0.012894671,-0.000352589,0.022565674,-0.011685796,-0.010114257,-0.019906148,-0.012491712,-0.022888042,-0.027401175,0.011846979,-0.002317011,0.045776084,-0.019422598,0.006930886,0.004875797,-0.038845196,0.023855142,0.009630707,-0.045131348,0.003868401,-0.00223642,-0.004392247,0.007212956,-0.019422598,0.046743184,-0.013217038,0.008099466,0.020792658,-0.062861525,-0.047710285,0.009388932,0.001541316,0.050611585,-0.032881413,-0.034009695,0.003002041,-0.005359347,-0.025628159,0.036749814,0.006286152,0.016440706,-0.041262947,0.015715381,-0.012652896,-0.006326448,-0.014909463,0.041262947,-0.025144609,0.00417062,-0.026111709,0.066729926,0.013619997,0.025144609,-0.004291508,0.007978578,-0.009751595,0.003566182,-0.010557512,-0.028207093,-0.015393013,0.048032649,-0.032075495,-0.014425913,0.020792658,0.01096047,0.008502424,-0.013217038,-0.032075495,0.026917625,-0.00165213,0.007172661,-0.063506253,0.034654427,-0.013861772,0.009268044,-0.012894671,-0.023855142,-0.024983425,-0.009308341,0.047710285,-0.010396329,-0.02949656,-0.015151238,0.025144609,0.041262947,0.02095384,-0.004432543,0.011041062,-0.032881413,0.016118338,-0.000478513,0.036749814,0.00417062,-0.040457029,0.017730173,-0.071565427,0.023532774,0.047387917,-0.017730173,0.026272893,-0.001289467,0.000760584,0.004331803,0.017891357,0.012652896,-0.064150989,0.058348387,0.040295847,-0.023532774,-0.012894671,-0.02852946,-0.001914053,0.004734762,-0.017568989,-0.007736803,-0.02095384,-0.014909463,-0.014909463,-0.02047029,0.018858457,-0.005198164,0.000264442,-0.007092069,0.026434075,0.005601123,0.007011477,-0.003928845,-0.004190768,0.023693958,-0.011927571,0.001203838,0.008180057,0.011766387,0.015715381,-0.038522828,-0.019342007,-0.006084673,0.003404999,-0.002256567,-0.003485591,0.009832187,0.023371592,-0.04384188,-0.029818926,0.038361646,0.019906148,-0.004372099,0.004090028,-0.015393013,-0.028690644,-0.033203777,0.025305793,0.015957156,0.005560827,0.021115024,0.008905382,0.018858457,-0.024983425,0.008180057,0.055769451,0.025628159,-0.010557512,-0.000236738,-0.003626626,-0.014184138,0.019664373,-0.00310278,-0.011202246,0.01426473,0.007092069,0.02901301,0.046420816,-0.001994645,0.02192094,0.038845196,-0.036588628,0.021598574,-0.019986739,0.003707218,0.001138358,0.018697273,0.003888549,-0.034976795,0.016360113,-0.031591944,0.002468121,0.015554197,0.001611834,0.013700588,-0.052223418,-0.006004081,0.024338692,-0.024661059,-0.006689111,-0.035460345,0.010235145,0.039489929,-0.007857691,-0.026272893,-0.00261923,-0.011363429,-0.026756443,-0.00640704,0.036749814,0.037233364,-0.006245856,-0.005278756,-0.027562359,-0.049966849,-0.021276208,-0.006971181,-0.013055854,-0.005399643,0.048032649,-0.033203777,-0.002296863,0.023693958,0.026917625,0.000705177,0.022404492,-0.021598574,0.013700588,0.004432543,0.031269576,0.01523183,0.010275441,-0.017568989,-0.023210408,0.050289217,-0.004996685,0.010315737,-0.017004848,0.017246623,-0.00950982,0.017327214,-0.035943896,0.014506505,0.001621908,-0.012491712,0.01096047,-0.011927571,-0.024177508,0.015634788,-0.026595259,0.007897986,-0.014425913,-0.001490946,0.017971948,0.007736803,0.023371592,0.011041062,0.008220353,-0.010557512,0.003888549,-0.034493245,-0.043197148,-0.013942363,-0.008905382,0.002699822,0.025628159,0.001430503,-0.008018874,-0.018858457,0.059315488,-0.018697273,-0.040618215,-0.014022955,0.004815354,0.012008162,-0.014103547,0.030786026,0.043519516,0.005601123,-0.019664373,0.001400281,-0.022082124,-0.018858457,-0.026434075,0.025305793,-0.024822243,0.038039278,-0.011121654,-0.032720227,-0.018374907,-0.005137721,0.001390207,0.028045909,0.03046366,0.00592349,-0.041907679,-0.024338692,-0.042552415,0.006527927,-0.012008162,-0.027401175,0.000337478,0.027884725,0.009912779,-0.011121654,0.004009437,-0.003122928,0.022404492,-0.010275441,-0.004392247,0.00689059,0.01523183,-0.019180823,-0.034170877,-0.040940579,0.021598574,0.005077277,-0.03046366,0.04384188,0.03046366,0.012733487,0.010879879,0.02192094,-0.006930886,-0.016924256,0.038200464,-0.013861772,0.002417751,-0.023532774,-0.016279522,-0.014425913,0.026595259,0.024177508,0.000977174,0.007333844,0.02998011,-0.042230047,0.003042337,0.000730362,0.033364963,-0.002306937,0.005057129,-0.023049224,-0.015876563,-0.022726858,-0.005641419,0.004553431,0.009751595,0.014587097,0.017246623,-0.049966849,0.004613874,0.040457029,0.04287478,0.004090028,-0.00261923,0.002407677,0.039489929,0.002377455,0.007051773,0.025144609,0.024177508,-0.000705177,0.012411121,-0.025789343,-0.024016324,-0.030302476,-0.009268044,-0.00950982,0.017246623,0.013458813,0.008583016,-0.022565674,-0.006366744,0.00427136,-0.007736803,0.020147923,-0.012733487,-0.023693958,-0.006165265,0.035137977,-0.023049224,0.002699822,0.005399643,0.035299163,-0.007817394,0.031914312,-0.000149221,0.015473605,-0.026272893,-0.009711299,-0.002981893,0.000649771,0.064150989,0.032720227,-0.052223418,-0.017810764,-0.010275441,0.027078809,0.030786026,-0.016360113,0.039973479,-0.003122928,-0.038522828,-0.012249937,-0.033848513,-0.027239993,-0.028851826,0.018374907,-0.030302476,-0.048032649,0.011282837,0.058670752,-0.008784494,0.01096047,0.005057129,0.004009437,0.002488269,0.016843664,0.003163224,-0.027884725,-0.001934201,-0.030302476,-0.015715381,-0.001480872,0.011766387,-0.039973479,-0.009227749,-0.003304259,-0.026917625,-0.012088754,-0.014990055,0.03046366,0.007857691,0.042552415,-0.011846979,-0.008421832,-0.001813313,-0.019342007,-0.017166032,0.000972137,0.017004848,-0.018374907,0.037555728,0.019986739,0.018697273,0.014184138,0.027723543,0.023693958,-0.005077277,-0.025305793,0.011846979,0.000705177,0.042552415,-0.037072178,0.010879879,-0.028690644,-0.029818926,0.010879879,-0.014184138,-0.036266264,-0.031591944,-0.033687327,0.022888042,-0.016763072,0.004513135,0.000705177,0.02192094,0.025950525,0.015473605,-0.018374907,0.039489929,0.002881153,-0.037072178,-0.021115024,-0.008623311,-0.002095384,-0.026272893,0.015795972,0.015715381,0.034493245,0.030302476,0.010799287,-0.020228514,0.005137721,0.025628159,0.024016324,-0.008220353,0.002397603,-0.030624844,-0.014587097,0.022082124,-0.006608519,-0.041101765,-0.002478195,-0.031914312,0.017166032,-0.008300944,-0.004593727,-0.001390207,0.032720227,-0.005681715,0.002417751,0.000473476,-0.037878096,-0.046743184,-0.01378118,-0.016198931,-0.007897986,0.006608519,-0.011846979,0.027078809,-0.022243308,0.022565674,-0.007293548,-0.019019639,0.037394546,-0.035299163,-0.02192094,0.008421832,0.000135998,-0.000785769,-0.051578686,0.009227749,-0.015393013,-0.029174194,-0.015554197,0.001400281,0.007495028,-0.002820709,0.041585315,-0.017568989,0.054479986,-0.005641419,-0.024177508,-0.042552415,0.026111709,-0.014909463,0.023855142,-0.022565674,0.010033666,0.028207093,0.010073962,0.007736803,0.015312422,0.037878096,-0.002659526,-0.030786026,0.012652896,-0.019261414,0.005641419,0.019100232,-0.037555728,-0.00013285,-0.020228514,-0.001672278,0.038039278,-0.008703903,0.011282837,0.004351952,0.012894671,0.024177508,0.016440706,0.013942363,-0.008542719,0.005842898,0.001934201,0.00090162,0.014022955,-0.024983425,0.021115024,0.010073962,0.002528564,0.001390207,-0.012008162,0.002347233,-0.015795972,-0.016843664,-0.001793165,-0.016601888,-0.010396329,-0.027239993,-0.001188727,-0.001264282,-0.00950982,0.003928845,0.019503189,0.003485591,-0.026595259,-0.01096047,-0.030302476,-0.00320352,-0.01523183,0.028045909,-0.005641419,0.031108394,-0.01096047,0.011363429,0.016118338,-0.022404492,0.02143739,0.019342007,-0.013378222,0.027723543,-0.034332063,-0.015312422,0.02852946,-0.039489929,0.032720227,0.010154554,0.004956389,0.036105078,0.004775058,-0.038522828,0.019986739,0.020147923,0.009751595,-0.006366744,0.038200464,-0.028690644,-0.007656211,0.020228514,0.00155139,-0.015795972,0.022243308,0.011444021,-0.012491712,0.020550882,0.033687327,0.008865086,0.017730173,0.018213723,0.001682352,-0.043519516,-0.038200464,0.018052539,0.006930886,0.002075236,-0.018536089,0.008703903,-0.000053518,-0.007172661,0.025144609,-0.008099466,0.000120888,-0.016763072,-0.005762306,-0.004432543,-0.00640704,0.05996022,0.031914312,-0.002075236,0.027401175,0.037555728,-0.004311656,-0.01426473,-0.010638104,0.048999749,0.002317011,0.032075495,-0.000120888,-0.00358633,-0.036105078,0.020792658,0.008663607,0.003868401,-0.026917625,-0.02192094,-0.019261414,0.01378118,0.033364963,0.027884725,-0.005883194,-0.009590412,-0.001440577,0.025628159,0.050289217,0.009912779,0.036427446,0.001123247,0.000637178,0.007777099,0.008865086,0.014506505,0.031108394,0.020067332,-0.042552415,-0.006527927,0.005117572,-0.022888042,0.006447336,-0.018294314,-0.004714614,0.009751595,-0.011927571,0.020389698,-0.018939048,0.004210916,0.049644485,-0.014587097,-0.019019639,0.000795843,-0.016440706,0.011202246,0.031430762,0.024177508,0.029818926,-0.014103547,-0.017568989,0.006165265,-0.023855142,0.026434075,-0.012491712,0.008784494,-0.019664373,-0.019261414,-0.003928845,0.013378222,-0.009227749,0.003969141,0.023049224,0.010799287,0.003122928,0.008260649,-0.026595259,-0.055447087,0.016440706,-0.003304259,-0.003707218,-0.046743184,0.018858457,0.000375255,-0.016924256,0.020792658,0.016440706,-0.027401175,0.002740117,-0.007092069,-0.005802602,0.000506217,0.028690644,-0.000493624,0.001571538,0.001400281,0.003263964,-0.001994645,-0.00310278,-0.002327085,-0.01474828,0.026595259,0.008300944,-0.008260649,0.00592349,0.046743184,-0.009308341,-0.016924256,0.011444021,0.01047692,0.006326448,-0.037394546,-0.008583016,-0.020631474,0.024177508,0.015312422,-0.007938282,0.017085439,0.02143739,-0.004130324,0.004372099,-0.004976537,0.048032649,-0.027401175,0.018697273,-0.006447336,0.00203494,0.005963786,-0.014184138,0.009671004,0.007535324,-0.033042595,0.016360113,-0.024338692,-0.008099466,0.024499875,0.000785769,0.010799287,0.028207093,-0.01523183,0.022082124,0.006527927,0.032881413,-0.037716914,0.034009695,-0.009671004,0.016521297,0.032881413,-0.02143739,0.02143739,-0.014184138,0.006124969,-0.028368276,0.038039278,0.026917625,0.012411121,-0.009912779,-0.006366744,-0.047387917,0.016763072,-0.022726858,0.064473353,-0.017730173,0.009832187,0.003445295,0.025789343,-0.003344555,-0.021276208,0.005198164,0.01378118,-0.011202246,-0.006286152,-0.026434075,-0.007817394,0.003969141,-0.037394546,0.006930886,0.000836139,0.000254368,-0.036749814,-0.022082124,-0.006568223,-0.026111709,-0.002175976,0.004069881,-0.037072178,-0.017568989,0.048355017,0.011605204,0.00523846,-0.023210408,-0.01329763,0.000198961,0.02095384,0.004069881,0.000124036,0.008018874,-0.004009437,-0.065440454,-0.008985974,-0.04384188,0.00261923,-0.017407807,0.012733487,-0.017246623,0.031591944,0.007454732,-0.015715381,-0.025789343,0.016843664,-0.008300944,-0.010557512,-0.020550882,-0.028851826,0.002498342,0.028368276,-0.037716914,0.006366744,0.027562359,-0.003062484,0.017649582,0.034493245,-0.003082632,0.017891357,-0.023693958,0.020309107,0.018777864,0.055769451,-0.011363429,-0.018777864,0.022565674,0.001410355,0.035299163,0.012975262,0.007897986,-0.031108394,0.007253252,0.001299541,0.02143739,-0.012249937,0.01047692,-0.020631474,-0.014667688,-0.029657744,-0.002861005,-0.023693958,0.042230047,-0.000669918,0.001531242,-0.005883194,-0.03046366,-0.05286815,0.029174194,-0.009630707,-0.013136446,-0.034654427,0.021598574,-0.012491712,-0.019422598,0.021759758,0.006689111,-0.058670752,0.014828872,0.014345322,-0.016601888,0.038522828,-0.026272893,-0.047710285,-0.003263964,-0.007978578,0.016682481,-0.027078809,-0.000295923,-0.00427136,-0.001198801,0.006850294,-0.006809998,-0.002498342,-0.002065162,0.012169346,-0.001218949,-0.002578934,0.008462128,0.006648815,-0.020147923,0.005399643,0.028207093,-0.014184138,-0.001611834,-0.017649582,-0.032720227,0.009630707,0.006165265,-0.020147923,-0.007132365,-0.027401175,-0.002820709,-0.022888042,0.024499875,-0.011121654,-0.017568989,-0.02095384,-0.017246623,0.018697273,-0.017730173,0.022565674,0.034170877,0.012652896,-0.009388932,0.039328746,-0.000760584,0.009388932,-0.006769702,-0.005278756,0.011282837,0.006366744,-0.049322117,-0.005722011,0.009630707,-0.00223642,-0.004251212,-0.006930886,0.034009695,0.001359985,0.00310278,-0.05286815,-0.004372099,0.027562359,-0.025305793,-0.010073962,-0.013136446,-0.011846979,0.030302476,-0.008018874,-0.025950525,-0.017004848,0.032075495,0.033687327,0.020550882,0.007897986,-0.034976795,-0.018616682,0.001833461,-0.04287478,0.018213723,0.029174194,0.009590412,-0.035621528,0.005762306,0.002065162,0.019180823,0.019180823,0.016521297,-0.017327214,0.023532774,0.012008162,0.032236677,0.002840857,-0.008059169,0.000861324,0.024499875,-0.012733487,0.038361646,0.033364963,0.013942363,0.028368276,0.00203494,0.005057129,0.016198931,0.051256318,-0.000302219,0.004895946,-0.02998011,-0.033203777,-0.005016833,-0.008905382,-0.018697273,0.001994645,-0.008744199,0.022082124,0.036749814,0.004351952,-0.008099466,-0.020228514,-0.019503189,0.020147923,0.028045909,-0.03094721,0.019744964,0.01523183,-0.012008162,0.017166032,0.000685029,0.021276208,-0.004049733,-0.015151238,-0.047710285,0.000488587,-0.016601888,0.003505739,0.001359985,-0.012411121,-0.017407807,-0.016601888,-0.003445295,0.019422598,0.011363429,-0.001113173,-0.008220353,-0.020389698,0.017407807,0.02143739,0.001012433,-0.006245856,-0.024016324,0.024499875,-0.006366744,0.046420816,-0.000397921,0.000098851,-0.010033666,0.007938282,0.014909463,-0.027723543,-0.040295847,-0.059315488,-0.014828872,0.001349911,-0.02998011,0.002357307,0.010154554,0.005097425,0.000992285,0.031753127,-0.009308341,0.008985974,0.013861772,-0.017327214,-0.008865086,0.040618215,-0.003707218,0.005097425,-0.011363429,0.005560827,0.01096047,-0.009388932,-0.015876563,-0.022565674,-0.016440706,0.023210408,-0.004029585,0.017568989,-0.012088754,0.00005037,0.000941915,0.000866361,0.023049224,0.000871398,0.004815354,-0.021598574,0.000730362,0.002981893,0.01047692,-0.004573578,0.014022955,0.025628159,-0.026595259,-0.020067332,0.02143739,0.033848513,-0.009912779,-0.007978578,0.002175976,-0.026917625,0.029174194,-0.025628159,-0.047065549,-0.018133132,-0.00150102,0.052223418,0.012652896,-0.022726858,0.011524612,-0.012814079,0.005359347,-0.007172661,0.013619997,0.03046366,0.013539405,-0.000591845,0.033203777,0.026917625,-0.044164248,-0.014990055,0.00223642,-0.008139761,0.025950525,0.021276208,0.005016833,-0.004976537,-0.01378118,0.00592349,-0.001329763,0.038684014,0.021115024,0.048999749,0.049966849,-0.018777864,0.018616682,0.038200464,-0.026272893,-0.051578686,0.024499875,0.006850294,-0.019180823,-0.00043318,0.020792658,0.003505739,-0.015473605,-0.041262947,-0.026917625,0.067374654,0.004694466,0.001621908,-0.025305793,0.003606478,0.006286152,-0.020309107,0.016118338,-0.019180823,0.007092069,-0.017327214,-0.006326448,-0.007897986,0.000556586,-0.03046366,-0.013136446,0.016843664,-0.024338692,-0.011444021,-0.018777864,0.002840857,-0.036749814,-0.01523183,-0.009630707,-0.013055854,-0.042230047,0.017327214,-0.012814079,-0.016843664,0.002256567,-0.007656211,0.005963786,-0.016360113,0.026756443,0.019986739,-0.022082124,-0.024983425,-0.039489929,0.01378118,-0.012008162,0.000876435,-0.02192094,0.018133132,-0.020792658,-0.019583782,-0.005842898,0.020067332,-0.016763072,0.007414436,0.01096047,-0.000521328,0.01047692,0.00011711,0.035299163,0.038039278,0.049644485,-0.003062484,0.014667688,-0.007454732,0.006809998,-0.018536089,-0.015554197,0.016360113,0.008542719,-0.013217038,0.02998011,0.017810764,0.048999749,0.020309107,-0.017649582,-0.011041062,0.008381536,0.011363429,0.039651114,-0.012411121,0.011685796,0.029657744,-0.011524612,-0.020147923,0.03046366,0.00261923,-0.00320352,-0.002317011,-0.00101747,-0.047387917,0.04287478,-0.011927571,-0.017488398,-0.010638104,-0.006850294,0.01096047,0.033848513,-0.006124969,0.001793165,0.015473605,-0.048999749,0.006447336,0.033848513,0.008663607,-0.024822243,0.005399643,-0.00368707,-0.015070647,-0.009590412,0.001289467,-0.018858457,0.02095384,-0.007414436,-0.008421832,0.000715251,-0.015473605,0.02901301,0.020309107,-0.003707218,0.016360113,-0.008663607,0.018939048,0.001218949,0.00358633,-0.003284112,0.036427446,0.02192094,0.022888042,-0.024661059,0.008341241,-0.024338692,-0.00950982,-0.017166032,0.046743184,-0.018052539,-0.012975262,0.002800561,-0.012008162,-0.013055854,0.028368276,-0.057381287,0.018697273,-0.043519516,-0.018052539,0.001370059,-0.019342007,0.022404492,0.017166032,-0.004351952,0.001611834,-0.028207093,0.001319689,0.025950525,0.025305793,0.017488398,-0.045776084,-0.024983425,0.005117572,-0.010879879,0.020147923,-0.00999337,0.022082124,0.000337478,-0.018777864,0.007978578,-0.039328746,0.000249331,0.04287478,-0.012411121,-0.023532774,0.006527927,0.028207093,0.009348636,0.006084673,-0.007293548,-0.022082124,-0.017085439,0.02047029,-0.007817394,0.003243816,-0.008381536,-0.00523846,-0.004674318,-0.051256318,0.019986739,-0.009912779,0.040940579,0.006527927,-0.002861005,0.035460345,0.026434075,0.015393013,-0.005359347,-0.012733487,-0.025628159,0.019664373,-0.018536089,0.025305793,-0.009912779,0.032397863,0.047387917,0.000674955,0.031108394,-0.008381536,-0.002558786,-0.01096047,-0.004674318,0.002115532,0.000275775,0.02047029,0.036427446,-0.027401175,-0.030302476,-0.000410514,0.006769702,0.024822243,-0.011041062,0.028690644,0.019180823,-0.016763072,-0.037072178,-0.027078809,0.038845196,0.05996022,-0.037233364,-0.000377774,0.006487631,0.006729406,0.033848513,-0.019422598,-0.007092069,-0.001621908,0.026111709,-0.002498342,0.014345322,-0.019342007,0.017891357,-0.014587097,-0.004533283,-0.020147923,0.001430503,-0.009711299,0.049644485,0.001410355,-0.010315737,0.003082632,-0.00271997,-0.023371592,0.006729406,0.025144609,0.023210408,0.004976537,-0.000278293,-0.025305793,0.012330529,-0.019019639,-0.00640704,-0.006286152,0.017971948,-0.002327085,0.016924256,-0.015795972,-0.012491712,-0.011282837,0.003022189,0.01047692,0.027239993,0.012008162,0.003263964,0.026434075,0.035621528,-0.024338692,-0.012652896,0.024822243,0.000654807,0.028368276,0.011202246,0.016440706,0.016360113,-0.026917625,-0.019744964,0.013217038,0.011363429,-0.003928845,-0.028690644,0.001440577,-0.037716914,0.023693958,0.018374907,0.011927571,-0.042552415,0.012169346,-0.009953074,0.011444021,0.019503189,-0.016279522,0.003243816,-0.022888042,-0.024016324,-0.007897986,-0.006487631,-0.010638104,-0.041907679,-0.025950525,-0.032881413,-0.022404492,-0.03094721,0.01378118,0.043519516,-0.010718695,0.020067332,0.037555728,-0.000215331,0.019664373,0.004916093,-0.040940579,-0.048999749,0.017407807,0.006648815,-0.014587097,-0.014506505,-0.047387917,-0.006729406,0.015393013,0.028851826,0.024983425,-0.009832187,-0.004996685,0.025466975,0.015070647,-0.004593727,-0.010073962,0.000685029,0.041262947,-0.006326448,0.021598574,0.025466975,0.02143739,-0.007253252,0.029174194,-0.012169346,0.011605204,-0.008623311,-0.002024866,-0.001450651,0.025144609,0.004009437,0.02852946,-0.003002041,-0.02143739,-0.027401175,-0.02998011,0.023210408,0.016279522,0.017166032,-0.020228514,0.011202246,-0.014103547,0.009590412,-0.014506505,-0.049966849,-0.009872482,0.002558786,-0.036105078,0.004009437,0.010718695,-0.004996685,0.003707218,-0.008663607,0.012894671,-0.003022189,-0.002901301,0.000886509,0.017327214,-0.027401175,-0.016601888,-0.010799287,-0.005883194,-0.026595259,-0.033526145,-0.004513135,0.010396329,0.017971948,-0.035782713,-0.041585315,-0.009026269,-0.001349911,0.005641419,-0.001329763,0.003747514,-0.005319052,-0.005883194,-0.000277034,0.021115024,0.02901301,-0.027562359,0.044486616,-0.071887791,-0.002861005,-0.003404999,-0.005319052,0.003022189,0.024499875,0.034493245,-0.009106861,0.016037747,-0.005439939,0.050289217,0.003404999,-0.013619997,0.021115024,0.021759758,0.022243308,-0.002578934,-0.000579253,-0.054157618,-0.012088754,0.00737414,-0.030786026,-0.019825557,0.003969141,-0.002558786,0.022243308,0.029335376,-0.024016324,0.006527927,0.012814079,-0.019019639,0.012249937,-0.004694466,-0.002266641,-0.014022955,0.023049224,-0.020631474,-0.025466975,-0.037072178,0.002266641,-0.013378222,0.006124969,0.012491712,0.017407807,-0.009872482,0.031108394,0.010315737,0.032881413,-0.006648815,0.009832187,0.024338692,0.03094721,0.016279522,-0.022726858,0.03094721,-0.040134665,0.008139761,0.006809998,0.018294314,0.01523183,-0.03046366,-0.007172661,-0.007293548,0.003243816,0.006124969,-0.006729406,-0.003183372,0.047387917,0.006124969,-0.000375255,-0.024661059,0.022243308,-0.004492987,0.012330529,-0.02949656,0.027078809,-0.021759758,-0.004069881,0.013700588,-0.033526145,-0.009066566,-0.023049224,0.017891357,0.007212956,0.029818926,-0.023049224,-0.006689111,0.030302476,0.009147157,-0.005439939,-0.003042337,0.034815613,0.027078809,-0.055447087,-0.018616682,0.016763072,-0.013136446,-0.018616682,0.034009695,-0.003465443,-0.035621528,-0.002004718,0.01329763,0.023532774,-0.003525887,-0.005722011,-0.011363429,0.027239993,-0.016601888,-0.015473605,0.022565674,0.013136446,-0.021598574,-0.002538638,0.033203777,0.006245856,0.020631474,-0.001390207,0.013942363,-0.022082124,0.012733487,-0.006769702,0.024661059,-0.026595259,-0.003485591,-0.004513135,0.037555728,0.018133132,-0.026595259,0.024338692,-0.033687327,0.016924256,0.006608519,0.022243308,-0.033848513,-0.028368276,0.002538638,0.012894671,0.001183691,0.014990055,0.028207093,0.010879879,-0.012411121,0.012975262,0.006286152,0.002397603,-0.036427446,0.015070647,-0.030141294,0.015312422,0.017568989,-0.009348636,0.019583782,0.039651114,-0.006165265,0.004916093,-0.021276208,0.011766387,0.029335376,-0.004190768,-0.012894671,0.026756443,0.007092069,-0.024016324,-0.037716914,-0.001309615,0.048999749,-0.01474828,-0.032236677,0.025466975,0.011363429,0.043519516,0.007575619,0.034332063,-0.019019639,-0.011766387,-0.018858457,0.000056351,-0.004492987,0.000554068,0.003364703,-0.025144609,-0.062216789,0.001254208,0.033364963,0.005681715,0.02143739,0.007414436,-0.023855142,0.013539405,-0.032236677,-0.007857691,0.009348636,0.018536089,-0.018697273,0.031269576,-0.018616682,0.018455498,-0.006124969,-0.003143076,-0.010638104,0.000982211,0.023855142,-0.01047692,0.023049224,0.00640704,0.021115024,-0.009872482,0.019261414,0.026756443,-0.00427136,0.008502424,0.019906148,0.045776084,-0.008824791,0.005963786,-0.012814079,-0.016521297,-0.012249937,0.010033666,-0.017166032,0.014184138,-0.022726858,0.010879879,0.034493245,0.001359985,0.00640704,0.000972137,-0.027078809,0.013619997,-0.030302476,0.009388932,-0.001007396,0.016440706,0.017488398,-0.006447336,0.022888042,-0.00737414,-0.006366744,-0.005883194,-0.007454732,0.027562359,0.005802602,-0.003747514,-0.026434075,0.018213723,0.008462128,-0.003848253,-0.004049733,-0.014990055,-0.006004081,-0.01047692,-0.014425913,0.030624844,-0.015715381,-0.024338692,0.007495028,0.002820709,-0.021276208,-0.005399643,-0.057381287,-0.061249688,-0.013055854,0.02901301,0.01474828,-0.024177508,-0.026595259,0.012411121,-0.011927571,-0.007253252,-0.011927571,0.015070647,-0.019100232,0.015795972,-0.01096047,-0.024822243,0.003989289,0.012088754,-0.039006379,-0.050611585,0.000295923,-0.010718695,0.017327214,-0.01426473,-0.010194849,-0.044486616,0.015554197,-0.019744964,-0.005157868,0.006648815,-0.013539405,-0.024499875,0.018939048,0.039328746,-0.009429228,0.011363429,0.069308855,-0.001193765,0.030302476,-0.012572304,0.024983425,-0.008623311,0.00320352,0.039328746,0.008824791,-0.024822243,-0.00523846,0.013619997,-0.008300944,-0.038845196,0.00950982,-0.023855142,-0.004936241,0.031108394,-0.033526145,-0.006044377,-0.000785769,-0.013458813,-0.051256318,0.030302476,-0.013700588,0.02192094,0.003626626,-0.018777864,-0.014990055,0.013055854,-0.007736803,-0.010073962,-0.015312422,0.034493245,-0.011282837,-0.040134665,-0.023855142,0.006689111,-0.003022189,0.026111709,-0.017568989,-0.014506505,-0.011444021,0.005681715,0.038845196,0.016279522,-0.002407677,-0.00640704,0.003566182,-0.005157868,0.012652896,-0.013619997,-0.013458813,-0.004875797,0.002367381,-0.009630707,-0.009388932,0.000337478,-0.019019639,-0.009671004,-0.034332063,-0.013861772,0.018213723,0.007736803,0.005439939,-0.042230047,0.040618215,0.007051773,-0.013619997,-0.026756443,0.020309107,0.002014792,0.002206198,0.003062484,-0.027562359,0.048677385,-0.005802602,-0.042230047,-0.011282837,-0.02047029,0.013458813,0.015312422,-0.010033666,-0.031914312,-0.001133321,-0.039006379,0.003727366,-0.032559045,0.008623311,0.019664373,0.057058919,-0.016037747,0.009106861,-0.023855142,0.012975262,-0.015876563,0.00689059,-0.01426473,0.039006379,-0.026595259,-0.008059169,-0.028690644,0.030302476,-0.028045909,0.01378118,-0.003344555,0.006971181,-0.025950525,0.000871398,-0.017568989,-0.024983425,-0.002458047,-0.024338692,-0.001642056,-0.012814079,0.000181331,0.017246623,0.015070647,-0.008744199,0.030141294,0.025789343,-0.016118338,-0.04384188,-0.042230047,-0.039167564,0.022726858,-0.023210408,0.009711299,0.009469524,0.019503189,-0.007938282,-0.001239097,0.00737414,0.029335376,0.014828872,0.043519516,-0.029335376,-0.04287478,0.017166032,-0.015957156,0.004210916,0.029335376,-0.035299163,0.032559045,-0.02095384,0.026756443,-0.023210408,-0.001037618,0.008220353,-0.031914312,0.002216272,-0.030141294,0.007092069,0.015554197,-0.001229023,-0.014022955,-0.002981893,-0.006326448,-0.034976795,0.012411121,-0.024499875,-0.026111709,0.015070647,0.036427446,0.01523183,0.060282588,
32 	}
33 
34 	vectorSearchStage := bson.D{
35 		{"$vectorSearch", bson.D{
36 			{"index", "vector_index"},
37 			{"path", "plot_embedding_voyage_3_large"},
38 			{"queryVector", queryVector},
39 			{"exact", true},
40 			{"limit", 10},
41 		}}}
42 
43 	projectStage := bson.D{
44 		{"$project", bson.D{
45 			{"_id", 0},
46 			{"plot", 1},
47 			{"title", 1},
48 			{"score", bson.D{{"$meta", "vectorSearchScore"}}},
49 		}}}
50 
51 	cursor, err := coll.Aggregate(ctx, mongo.Pipeline{vectorSearchStage, projectStage})
52 	if err != nil {
53 		log.Fatalf("failed to retrieve data from the server: %v", err)
54 	}
55 	// display the results
56 	type ProjectedMovieResult struct {
57 		Title string  `bson:"title"`
58 		Plot  string  `bson:"plot"`
59 		Score float64 `bson:"score"`
60 	}
61 
62 	var results []ProjectedMovieResult
63 	if err = cursor.All(ctx, &results); err != nil {
64 		log.Fatalf("failed to unmarshal retrieved docs to ProjectedMovieResult objects: %v", err)
65 	}
66 	for _, result := range results {
67 		fmt.Printf("Title: %v \nPlot: %v \nScore: %v \n\n", result.Title, result.Plot, result.Score)
68 	}
69 }

1 Title: The Star 
2 Plot: During WW2 the Russian Army sent a special group named "Zvezda" to fight the Nazis in their backyard. 
3 Score: 0.7459506392478943 
4 
5 Title: P-51 Dragon Fighter 
6 Plot: As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons. 
7 Score: 0.7430292367935181 
8 
9 Title: Fury 
10 Plot: April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany. 
11 Score: 0.7428240776062012 
12 
13 Title: Memphis Belle 
14 Plot: It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ... 
15 Score: 0.7340154647827148 
16 
17 Title: The Young Lions 
18 Plot: The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ... 
19 Score: 0.7327103614807129 
20 
21 Title: White Tiger 
22 Plot: Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction. 
23 Score: 0.732368528842926 
24 
25 Title: The Fallen 
26 Plot: The story of ordinary men during WWII as seen from three different points of View. 
27 Score: 0.7301670908927917 
28 
29 Title: War Pigs 
30 Plot: A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary. 
31 Score: 0.7290490865707397 
32 
33 Title: The Red Baron 
34 Plot: Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ... 
35 Score: 0.728823184967041 
36 
37 Title: Battle of Britain 
38 Plot: In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain. 
39 Score: 0.7270985245704651

1 import static com.mongodb.client.model.Aggregates.*;  
2 import static com.mongodb.client.model.Projections.*;  
3 import static com.mongodb.client.model.search.SearchPath.fieldPath;  
4 import static java.util.Arrays.asList;  
5   
6 import com.mongodb.client.MongoClient;  
7 import com.mongodb.client.MongoClients;  
8 import com.mongodb.client.MongoCollection;  
9 import com.mongodb.client.MongoDatabase;  
10 import com.mongodb.client.model.search.FieldSearchPath;  
11 import com.mongodb.client.model.search.VectorSearchOptions;  
12 import org.bson.Document;
13 import org.bson.conversions.Bson;
14 
15 import java.util.List;  
16   
17 public class FilterQuery {  
18     public static void main(String[] args) {  
19         // Specify connection URI  
20         String uri = "<connection-string>";  
21   
22         // Establish MongoDB connection  
23         try (MongoClient mongoClient = MongoClients.create(uri)) {  
24             MongoDatabase database = mongoClient.getDatabase("sample_mflix");  
25             MongoCollection<Document> collection = database.getCollection("embedded_movies");  
26   
27             // Parameters  
28             List<Double> queryVector = asList(0.000370218,0.038684014,-0.001893905,-0.060604952,-0.019261414,0.001531242,0.015151238,-0.014103547,-0.019180823,-0.029335376,-0.011846979,0.003868401,0.012894671,-0.002458047,-0.003002041,-0.027078809,-0.019583782,0.041907679,-0.011282837,-0.029818926,0.031914312,-0.020309107,-0.002981893,-0.019906148,-0.012249937,0.041585315,-0.005601123,0.039328746,0.040618215,-0.017085439,-0.038361646,-0.012894671,-0.000352589,0.022565674,-0.011685796,-0.010114257,-0.019906148,-0.012491712,-0.022888042,-0.027401175,0.011846979,-0.002317011,0.045776084,-0.019422598,0.006930886,0.004875797,-0.038845196,0.023855142,0.009630707,-0.045131348,0.003868401,-0.00223642,-0.004392247,0.007212956,-0.019422598,0.046743184,-0.013217038,0.008099466,0.020792658,-0.062861525,-0.047710285,0.009388932,0.001541316,0.050611585,-0.032881413,-0.034009695,0.003002041,-0.005359347,-0.025628159,0.036749814,0.006286152,0.016440706,-0.041262947,0.015715381,-0.012652896,-0.006326448,-0.014909463,0.041262947,-0.025144609,0.00417062,-0.026111709,0.066729926,0.013619997,0.025144609,-0.004291508,0.007978578,-0.009751595,0.003566182,-0.010557512,-0.028207093,-0.015393013,0.048032649,-0.032075495,-0.014425913,0.020792658,0.01096047,0.008502424,-0.013217038,-0.032075495,0.026917625,-0.00165213,0.007172661,-0.063506253,0.034654427,-0.013861772,0.009268044,-0.012894671,-0.023855142,-0.024983425,-0.009308341,0.047710285,-0.010396329,-0.02949656,-0.015151238,0.025144609,0.041262947,0.02095384,-0.004432543,0.011041062,-0.032881413,0.016118338,-0.000478513,0.036749814,0.00417062,-0.040457029,0.017730173,-0.071565427,0.023532774,0.047387917,-0.017730173,0.026272893,-0.001289467,0.000760584,0.004331803,0.017891357,0.012652896,-0.064150989,0.058348387,0.040295847,-0.023532774,-0.012894671,-0.02852946,-0.001914053,0.004734762,-0.017568989,-0.007736803,-0.02095384,-0.014909463,-0.014909463,-0.02047029,0.018858457,-0.005198164,0.000264442,-0.007092069,0.026434075,0.005601123,0.007011477,-0.003928845,-0.004190768,0.023693958,-0.011927571,0.001203838,0.008180057,0.011766387,0.015715381,-0.038522828,-0.019342007,-0.006084673,0.003404999,-0.002256567,-0.003485591,0.009832187,0.023371592,-0.04384188,-0.029818926,0.038361646,0.019906148,-0.004372099,0.004090028,-0.015393013,-0.028690644,-0.033203777,0.025305793,0.015957156,0.005560827,0.021115024,0.008905382,0.018858457,-0.024983425,0.008180057,0.055769451,0.025628159,-0.010557512,-0.000236738,-0.003626626,-0.014184138,0.019664373,-0.00310278,-0.011202246,0.01426473,0.007092069,0.02901301,0.046420816,-0.001994645,0.02192094,0.038845196,-0.036588628,0.021598574,-0.019986739,0.003707218,0.001138358,0.018697273,0.003888549,-0.034976795,0.016360113,-0.031591944,0.002468121,0.015554197,0.001611834,0.013700588,-0.052223418,-0.006004081,0.024338692,-0.024661059,-0.006689111,-0.035460345,0.010235145,0.039489929,-0.007857691,-0.026272893,-0.00261923,-0.011363429,-0.026756443,-0.00640704,0.036749814,0.037233364,-0.006245856,-0.005278756,-0.027562359,-0.049966849,-0.021276208,-0.006971181,-0.013055854,-0.005399643,0.048032649,-0.033203777,-0.002296863,0.023693958,0.026917625,0.000705177,0.022404492,-0.021598574,0.013700588,0.004432543,0.031269576,0.01523183,0.010275441,-0.017568989,-0.023210408,0.050289217,-0.004996685,0.010315737,-0.017004848,0.017246623,-0.00950982,0.017327214,-0.035943896,0.014506505,0.001621908,-0.012491712,0.01096047,-0.011927571,-0.024177508,0.015634788,-0.026595259,0.007897986,-0.014425913,-0.001490946,0.017971948,0.007736803,0.023371592,0.011041062,0.008220353,-0.010557512,0.003888549,-0.034493245,-0.043197148,-0.013942363,-0.008905382,0.002699822,0.025628159,0.001430503,-0.008018874,-0.018858457,0.059315488,-0.018697273,-0.040618215,-0.014022955,0.004815354,0.012008162,-0.014103547,0.030786026,0.043519516,0.005601123,-0.019664373,0.001400281,-0.022082124,-0.018858457,-0.026434075,0.025305793,-0.024822243,0.038039278,-0.011121654,-0.032720227,-0.018374907,-0.005137721,0.001390207,0.028045909,0.03046366,0.00592349,-0.041907679,-0.024338692,-0.042552415,0.006527927,-0.012008162,-0.027401175,0.000337478,0.027884725,0.009912779,-0.011121654,0.004009437,-0.003122928,0.022404492,-0.010275441,-0.004392247,0.00689059,0.01523183,-0.019180823,-0.034170877,-0.040940579,0.021598574,0.005077277,-0.03046366,0.04384188,0.03046366,0.012733487,0.010879879,0.02192094,-0.006930886,-0.016924256,0.038200464,-0.013861772,0.002417751,-0.023532774,-0.016279522,-0.014425913,0.026595259,0.024177508,0.000977174,0.007333844,0.02998011,-0.042230047,0.003042337,0.000730362,0.033364963,-0.002306937,0.005057129,-0.023049224,-0.015876563,-0.022726858,-0.005641419,0.004553431,0.009751595,0.014587097,0.017246623,-0.049966849,0.004613874,0.040457029,0.04287478,0.004090028,-0.00261923,0.002407677,0.039489929,0.002377455,0.007051773,0.025144609,0.024177508,-0.000705177,0.012411121,-0.025789343,-0.024016324,-0.030302476,-0.009268044,-0.00950982,0.017246623,0.013458813,0.008583016,-0.022565674,-0.006366744,0.00427136,-0.007736803,0.020147923,-0.012733487,-0.023693958,-0.006165265,0.035137977,-0.023049224,0.002699822,0.005399643,0.035299163,-0.007817394,0.031914312,-0.000149221,0.015473605,-0.026272893,-0.009711299,-0.002981893,0.000649771,0.064150989,0.032720227,-0.052223418,-0.017810764,-0.010275441,0.027078809,0.030786026,-0.016360113,0.039973479,-0.003122928,-0.038522828,-0.012249937,-0.033848513,-0.027239993,-0.028851826,0.018374907,-0.030302476,-0.048032649,0.011282837,0.058670752,-0.008784494,0.01096047,0.005057129,0.004009437,0.002488269,0.016843664,0.003163224,-0.027884725,-0.001934201,-0.030302476,-0.015715381,-0.001480872,0.011766387,-0.039973479,-0.009227749,-0.003304259,-0.026917625,-0.012088754,-0.014990055,0.03046366,0.007857691,0.042552415,-0.011846979,-0.008421832,-0.001813313,-0.019342007,-0.017166032,0.000972137,0.017004848,-0.018374907,0.037555728,0.019986739,0.018697273,0.014184138,0.027723543,0.023693958,-0.005077277,-0.025305793,0.011846979,0.000705177,0.042552415,-0.037072178,0.010879879,-0.028690644,-0.029818926,0.010879879,-0.014184138,-0.036266264,-0.031591944,-0.033687327,0.022888042,-0.016763072,0.004513135,0.000705177,0.02192094,0.025950525,0.015473605,-0.018374907,0.039489929,0.002881153,-0.037072178,-0.021115024,-0.008623311,-0.002095384,-0.026272893,0.015795972,0.015715381,0.034493245,0.030302476,0.010799287,-0.020228514,0.005137721,0.025628159,0.024016324,-0.008220353,0.002397603,-0.030624844,-0.014587097,0.022082124,-0.006608519,-0.041101765,-0.002478195,-0.031914312,0.017166032,-0.008300944,-0.004593727,-0.001390207,0.032720227,-0.005681715,0.002417751,0.000473476,-0.037878096,-0.046743184,-0.01378118,-0.016198931,-0.007897986,0.006608519,-0.011846979,0.027078809,-0.022243308,0.022565674,-0.007293548,-0.019019639,0.037394546,-0.035299163,-0.02192094,0.008421832,0.000135998,-0.000785769,-0.051578686,0.009227749,-0.015393013,-0.029174194,-0.015554197,0.001400281,0.007495028,-0.002820709,0.041585315,-0.017568989,0.054479986,-0.005641419,-0.024177508,-0.042552415,0.026111709,-0.014909463,0.023855142,-0.022565674,0.010033666,0.028207093,0.010073962,0.007736803,0.015312422,0.037878096,-0.002659526,-0.030786026,0.012652896,-0.019261414,0.005641419,0.019100232,-0.037555728,-0.00013285,-0.020228514,-0.001672278,0.038039278,-0.008703903,0.011282837,0.004351952,0.012894671,0.024177508,0.016440706,0.013942363,-0.008542719,0.005842898,0.001934201,0.00090162,0.014022955,-0.024983425,0.021115024,0.010073962,0.002528564,0.001390207,-0.012008162,0.002347233,-0.015795972,-0.016843664,-0.001793165,-0.016601888,-0.010396329,-0.027239993,-0.001188727,-0.001264282,-0.00950982,0.003928845,0.019503189,0.003485591,-0.026595259,-0.01096047,-0.030302476,-0.00320352,-0.01523183,0.028045909,-0.005641419,0.031108394,-0.01096047,0.011363429,0.016118338,-0.022404492,0.02143739,0.019342007,-0.013378222,0.027723543,-0.034332063,-0.015312422,0.02852946,-0.039489929,0.032720227,0.010154554,0.004956389,0.036105078,0.004775058,-0.038522828,0.019986739,0.020147923,0.009751595,-0.006366744,0.038200464,-0.028690644,-0.007656211,0.020228514,0.00155139,-0.015795972,0.022243308,0.011444021,-0.012491712,0.020550882,0.033687327,0.008865086,0.017730173,0.018213723,0.001682352,-0.043519516,-0.038200464,0.018052539,0.006930886,0.002075236,-0.018536089,0.008703903,-0.000053518,-0.007172661,0.025144609,-0.008099466,0.000120888,-0.016763072,-0.005762306,-0.004432543,-0.00640704,0.05996022,0.031914312,-0.002075236,0.027401175,0.037555728,-0.004311656,-0.01426473,-0.010638104,0.048999749,0.002317011,0.032075495,-0.000120888,-0.00358633,-0.036105078,0.020792658,0.008663607,0.003868401,-0.026917625,-0.02192094,-0.019261414,0.01378118,0.033364963,0.027884725,-0.005883194,-0.009590412,-0.001440577,0.025628159,0.050289217,0.009912779,0.036427446,0.001123247,0.000637178,0.007777099,0.008865086,0.014506505,0.031108394,0.020067332,-0.042552415,-0.006527927,0.005117572,-0.022888042,0.006447336,-0.018294314,-0.004714614,0.009751595,-0.011927571,0.020389698,-0.018939048,0.004210916,0.049644485,-0.014587097,-0.019019639,0.000795843,-0.016440706,0.011202246,0.031430762,0.024177508,0.029818926,-0.014103547,-0.017568989,0.006165265,-0.023855142,0.026434075,-0.012491712,0.008784494,-0.019664373,-0.019261414,-0.003928845,0.013378222,-0.009227749,0.003969141,0.023049224,0.010799287,0.003122928,0.008260649,-0.026595259,-0.055447087,0.016440706,-0.003304259,-0.003707218,-0.046743184,0.018858457,0.000375255,-0.016924256,0.020792658,0.016440706,-0.027401175,0.002740117,-0.007092069,-0.005802602,0.000506217,0.028690644,-0.000493624,0.001571538,0.001400281,0.003263964,-0.001994645,-0.00310278,-0.002327085,-0.01474828,0.026595259,0.008300944,-0.008260649,0.00592349,0.046743184,-0.009308341,-0.016924256,0.011444021,0.01047692,0.006326448,-0.037394546,-0.008583016,-0.020631474,0.024177508,0.015312422,-0.007938282,0.017085439,0.02143739,-0.004130324,0.004372099,-0.004976537,0.048032649,-0.027401175,0.018697273,-0.006447336,0.00203494,0.005963786,-0.014184138,0.009671004,0.007535324,-0.033042595,0.016360113,-0.024338692,-0.008099466,0.024499875,0.000785769,0.010799287,0.028207093,-0.01523183,0.022082124,0.006527927,0.032881413,-0.037716914,0.034009695,-0.009671004,0.016521297,0.032881413,-0.02143739,0.02143739,-0.014184138,0.006124969,-0.028368276,0.038039278,0.026917625,0.012411121,-0.009912779,-0.006366744,-0.047387917,0.016763072,-0.022726858,0.064473353,-0.017730173,0.009832187,0.003445295,0.025789343,-0.003344555,-0.021276208,0.005198164,0.01378118,-0.011202246,-0.006286152,-0.026434075,-0.007817394,0.003969141,-0.037394546,0.006930886,0.000836139,0.000254368,-0.036749814,-0.022082124,-0.006568223,-0.026111709,-0.002175976,0.004069881,-0.037072178,-0.017568989,0.048355017,0.011605204,0.00523846,-0.023210408,-0.01329763,0.000198961,0.02095384,0.004069881,0.000124036,0.008018874,-0.004009437,-0.065440454,-0.008985974,-0.04384188,0.00261923,-0.017407807,0.012733487,-0.017246623,0.031591944,0.007454732,-0.015715381,-0.025789343,0.016843664,-0.008300944,-0.010557512,-0.020550882,-0.028851826,0.002498342,0.028368276,-0.037716914,0.006366744,0.027562359,-0.003062484,0.017649582,0.034493245,-0.003082632,0.017891357,-0.023693958,0.020309107,0.018777864,0.055769451,-0.011363429,-0.018777864,0.022565674,0.001410355,0.035299163,0.012975262,0.007897986,-0.031108394,0.007253252,0.001299541,0.02143739,-0.012249937,0.01047692,-0.020631474,-0.014667688,-0.029657744,-0.002861005,-0.023693958,0.042230047,-0.000669918,0.001531242,-0.005883194,-0.03046366,-0.05286815,0.029174194,-0.009630707,-0.013136446,-0.034654427,0.021598574,-0.012491712,-0.019422598,0.021759758,0.006689111,-0.058670752,0.014828872,0.014345322,-0.016601888,0.038522828,-0.026272893,-0.047710285,-0.003263964,-0.007978578,0.016682481,-0.027078809,-0.000295923,-0.00427136,-0.001198801,0.006850294,-0.006809998,-0.002498342,-0.002065162,0.012169346,-0.001218949,-0.002578934,0.008462128,0.006648815,-0.020147923,0.005399643,0.028207093,-0.014184138,-0.001611834,-0.017649582,-0.032720227,0.009630707,0.006165265,-0.020147923,-0.007132365,-0.027401175,-0.002820709,-0.022888042,0.024499875,-0.011121654,-0.017568989,-0.02095384,-0.017246623,0.018697273,-0.017730173,0.022565674,0.034170877,0.012652896,-0.009388932,0.039328746,-0.000760584,0.009388932,-0.006769702,-0.005278756,0.011282837,0.006366744,-0.049322117,-0.005722011,0.009630707,-0.00223642,-0.004251212,-0.006930886,0.034009695,0.001359985,0.00310278,-0.05286815,-0.004372099,0.027562359,-0.025305793,-0.010073962,-0.013136446,-0.011846979,0.030302476,-0.008018874,-0.025950525,-0.017004848,0.032075495,0.033687327,0.020550882,0.007897986,-0.034976795,-0.018616682,0.001833461,-0.04287478,0.018213723,0.029174194,0.009590412,-0.035621528,0.005762306,0.002065162,0.019180823,0.019180823,0.016521297,-0.017327214,0.023532774,0.012008162,0.032236677,0.002840857,-0.008059169,0.000861324,0.024499875,-0.012733487,0.038361646,0.033364963,0.013942363,0.028368276,0.00203494,0.005057129,0.016198931,0.051256318,-0.000302219,0.004895946,-0.02998011,-0.033203777,-0.005016833,-0.008905382,-0.018697273,0.001994645,-0.008744199,0.022082124,0.036749814,0.004351952,-0.008099466,-0.020228514,-0.019503189,0.020147923,0.028045909,-0.03094721,0.019744964,0.01523183,-0.012008162,0.017166032,0.000685029,0.021276208,-0.004049733,-0.015151238,-0.047710285,0.000488587,-0.016601888,0.003505739,0.001359985,-0.012411121,-0.017407807,-0.016601888,-0.003445295,0.019422598,0.011363429,-0.001113173,-0.008220353,-0.020389698,0.017407807,0.02143739,0.001012433,-0.006245856,-0.024016324,0.024499875,-0.006366744,0.046420816,-0.000397921,0.000098851,-0.010033666,0.007938282,0.014909463,-0.027723543,-0.040295847,-0.059315488,-0.014828872,0.001349911,-0.02998011,0.002357307,0.010154554,0.005097425,0.000992285,0.031753127,-0.009308341,0.008985974,0.013861772,-0.017327214,-0.008865086,0.040618215,-0.003707218,0.005097425,-0.011363429,0.005560827,0.01096047,-0.009388932,-0.015876563,-0.022565674,-0.016440706,0.023210408,-0.004029585,0.017568989,-0.012088754,0.00005037,0.000941915,0.000866361,0.023049224,0.000871398,0.004815354,-0.021598574,0.000730362,0.002981893,0.01047692,-0.004573578,0.014022955,0.025628159,-0.026595259,-0.020067332,0.02143739,0.033848513,-0.009912779,-0.007978578,0.002175976,-0.026917625,0.029174194,-0.025628159,-0.047065549,-0.018133132,-0.00150102,0.052223418,0.012652896,-0.022726858,0.011524612,-0.012814079,0.005359347,-0.007172661,0.013619997,0.03046366,0.013539405,-0.000591845,0.033203777,0.026917625,-0.044164248,-0.014990055,0.00223642,-0.008139761,0.025950525,0.021276208,0.005016833,-0.004976537,-0.01378118,0.00592349,-0.001329763,0.038684014,0.021115024,0.048999749,0.049966849,-0.018777864,0.018616682,0.038200464,-0.026272893,-0.051578686,0.024499875,0.006850294,-0.019180823,-0.00043318,0.020792658,0.003505739,-0.015473605,-0.041262947,-0.026917625,0.067374654,0.004694466,0.001621908,-0.025305793,0.003606478,0.006286152,-0.020309107,0.016118338,-0.019180823,0.007092069,-0.017327214,-0.006326448,-0.007897986,0.000556586,-0.03046366,-0.013136446,0.016843664,-0.024338692,-0.011444021,-0.018777864,0.002840857,-0.036749814,-0.01523183,-0.009630707,-0.013055854,-0.042230047,0.017327214,-0.012814079,-0.016843664,0.002256567,-0.007656211,0.005963786,-0.016360113,0.026756443,0.019986739,-0.022082124,-0.024983425,-0.039489929,0.01378118,-0.012008162,0.000876435,-0.02192094,0.018133132,-0.020792658,-0.019583782,-0.005842898,0.020067332,-0.016763072,0.007414436,0.01096047,-0.000521328,0.01047692,0.00011711,0.035299163,0.038039278,0.049644485,-0.003062484,0.014667688,-0.007454732,0.006809998,-0.018536089,-0.015554197,0.016360113,0.008542719,-0.013217038,0.02998011,0.017810764,0.048999749,0.020309107,-0.017649582,-0.011041062,0.008381536,0.011363429,0.039651114,-0.012411121,0.011685796,0.029657744,-0.011524612,-0.020147923,0.03046366,0.00261923,-0.00320352,-0.002317011,-0.00101747,-0.047387917,0.04287478,-0.011927571,-0.017488398,-0.010638104,-0.006850294,0.01096047,0.033848513,-0.006124969,0.001793165,0.015473605,-0.048999749,0.006447336,0.033848513,0.008663607,-0.024822243,0.005399643,-0.00368707,-0.015070647,-0.009590412,0.001289467,-0.018858457,0.02095384,-0.007414436,-0.008421832,0.000715251,-0.015473605,0.02901301,0.020309107,-0.003707218,0.016360113,-0.008663607,0.018939048,0.001218949,0.00358633,-0.003284112,0.036427446,0.02192094,0.022888042,-0.024661059,0.008341241,-0.024338692,-0.00950982,-0.017166032,0.046743184,-0.018052539,-0.012975262,0.002800561,-0.012008162,-0.013055854,0.028368276,-0.057381287,0.018697273,-0.043519516,-0.018052539,0.001370059,-0.019342007,0.022404492,0.017166032,-0.004351952,0.001611834,-0.028207093,0.001319689,0.025950525,0.025305793,0.017488398,-0.045776084,-0.024983425,0.005117572,-0.010879879,0.020147923,-0.00999337,0.022082124,0.000337478,-0.018777864,0.007978578,-0.039328746,0.000249331,0.04287478,-0.012411121,-0.023532774,0.006527927,0.028207093,0.009348636,0.006084673,-0.007293548,-0.022082124,-0.017085439,0.02047029,-0.007817394,0.003243816,-0.008381536,-0.00523846,-0.004674318,-0.051256318,0.019986739,-0.009912779,0.040940579,0.006527927,-0.002861005,0.035460345,0.026434075,0.015393013,-0.005359347,-0.012733487,-0.025628159,0.019664373,-0.018536089,0.025305793,-0.009912779,0.032397863,0.047387917,0.000674955,0.031108394,-0.008381536,-0.002558786,-0.01096047,-0.004674318,0.002115532,0.000275775,0.02047029,0.036427446,-0.027401175,-0.030302476,-0.000410514,0.006769702,0.024822243,-0.011041062,0.028690644,0.019180823,-0.016763072,-0.037072178,-0.027078809,0.038845196,0.05996022,-0.037233364,-0.000377774,0.006487631,0.006729406,0.033848513,-0.019422598,-0.007092069,-0.001621908,0.026111709,-0.002498342,0.014345322,-0.019342007,0.017891357,-0.014587097,-0.004533283,-0.020147923,0.001430503,-0.009711299,0.049644485,0.001410355,-0.010315737,0.003082632,-0.00271997,-0.023371592,0.006729406,0.025144609,0.023210408,0.004976537,-0.000278293,-0.025305793,0.012330529,-0.019019639,-0.00640704,-0.006286152,0.017971948,-0.002327085,0.016924256,-0.015795972,-0.012491712,-0.011282837,0.003022189,0.01047692,0.027239993,0.012008162,0.003263964,0.026434075,0.035621528,-0.024338692,-0.012652896,0.024822243,0.000654807,0.028368276,0.011202246,0.016440706,0.016360113,-0.026917625,-0.019744964,0.013217038,0.011363429,-0.003928845,-0.028690644,0.001440577,-0.037716914,0.023693958,0.018374907,0.011927571,-0.042552415,0.012169346,-0.009953074,0.011444021,0.019503189,-0.016279522,0.003243816,-0.022888042,-0.024016324,-0.007897986,-0.006487631,-0.010638104,-0.041907679,-0.025950525,-0.032881413,-0.022404492,-0.03094721,0.01378118,0.043519516,-0.010718695,0.020067332,0.037555728,-0.000215331,0.019664373,0.004916093,-0.040940579,-0.048999749,0.017407807,0.006648815,-0.014587097,-0.014506505,-0.047387917,-0.006729406,0.015393013,0.028851826,0.024983425,-0.009832187,-0.004996685,0.025466975,0.015070647,-0.004593727,-0.010073962,0.000685029,0.041262947,-0.006326448,0.021598574,0.025466975,0.02143739,-0.007253252,0.029174194,-0.012169346,0.011605204,-0.008623311,-0.002024866,-0.001450651,0.025144609,0.004009437,0.02852946,-0.003002041,-0.02143739,-0.027401175,-0.02998011,0.023210408,0.016279522,0.017166032,-0.020228514,0.011202246,-0.014103547,0.009590412,-0.014506505,-0.049966849,-0.009872482,0.002558786,-0.036105078,0.004009437,0.010718695,-0.004996685,0.003707218,-0.008663607,0.012894671,-0.003022189,-0.002901301,0.000886509,0.017327214,-0.027401175,-0.016601888,-0.010799287,-0.005883194,-0.026595259,-0.033526145,-0.004513135,0.010396329,0.017971948,-0.035782713,-0.041585315,-0.009026269,-0.001349911,0.005641419,-0.001329763,0.003747514,-0.005319052,-0.005883194,-0.000277034,0.021115024,0.02901301,-0.027562359,0.044486616,-0.071887791,-0.002861005,-0.003404999,-0.005319052,0.003022189,0.024499875,0.034493245,-0.009106861,0.016037747,-0.005439939,0.050289217,0.003404999,-0.013619997,0.021115024,0.021759758,0.022243308,-0.002578934,-0.000579253,-0.054157618,-0.012088754,0.00737414,-0.030786026,-0.019825557,0.003969141,-0.002558786,0.022243308,0.029335376,-0.024016324,0.006527927,0.012814079,-0.019019639,0.012249937,-0.004694466,-0.002266641,-0.014022955,0.023049224,-0.020631474,-0.025466975,-0.037072178,0.002266641,-0.013378222,0.006124969,0.012491712,0.017407807,-0.009872482,0.031108394,0.010315737,0.032881413,-0.006648815,0.009832187,0.024338692,0.03094721,0.016279522,-0.022726858,0.03094721,-0.040134665,0.008139761,0.006809998,0.018294314,0.01523183,-0.03046366,-0.007172661,-0.007293548,0.003243816,0.006124969,-0.006729406,-0.003183372,0.047387917,0.006124969,-0.000375255,-0.024661059,0.022243308,-0.004492987,0.012330529,-0.02949656,0.027078809,-0.021759758,-0.004069881,0.013700588,-0.033526145,-0.009066566,-0.023049224,0.017891357,0.007212956,0.029818926,-0.023049224,-0.006689111,0.030302476,0.009147157,-0.005439939,-0.003042337,0.034815613,0.027078809,-0.055447087,-0.018616682,0.016763072,-0.013136446,-0.018616682,0.034009695,-0.003465443,-0.035621528,-0.002004718,0.01329763,0.023532774,-0.003525887,-0.005722011,-0.011363429,0.027239993,-0.016601888,-0.015473605,0.022565674,0.013136446,-0.021598574,-0.002538638,0.033203777,0.006245856,0.020631474,-0.001390207,0.013942363,-0.022082124,0.012733487,-0.006769702,0.024661059,-0.026595259,-0.003485591,-0.004513135,0.037555728,0.018133132,-0.026595259,0.024338692,-0.033687327,0.016924256,0.006608519,0.022243308,-0.033848513,-0.028368276,0.002538638,0.012894671,0.001183691,0.014990055,0.028207093,0.010879879,-0.012411121,0.012975262,0.006286152,0.002397603,-0.036427446,0.015070647,-0.030141294,0.015312422,0.017568989,-0.009348636,0.019583782,0.039651114,-0.006165265,0.004916093,-0.021276208,0.011766387,0.029335376,-0.004190768,-0.012894671,0.026756443,0.007092069,-0.024016324,-0.037716914,-0.001309615,0.048999749,-0.01474828,-0.032236677,0.025466975,0.011363429,0.043519516,0.007575619,0.034332063,-0.019019639,-0.011766387,-0.018858457,0.000056351,-0.004492987,0.000554068,0.003364703,-0.025144609,-0.062216789,0.001254208,0.033364963,0.005681715,0.02143739,0.007414436,-0.023855142,0.013539405,-0.032236677,-0.007857691,0.009348636,0.018536089,-0.018697273,0.031269576,-0.018616682,0.018455498,-0.006124969,-0.003143076,-0.010638104,0.000982211,0.023855142,-0.01047692,0.023049224,0.00640704,0.021115024,-0.009872482,0.019261414,0.026756443,-0.00427136,0.008502424,0.019906148,0.045776084,-0.008824791,0.005963786,-0.012814079,-0.016521297,-0.012249937,0.010033666,-0.017166032,0.014184138,-0.022726858,0.010879879,0.034493245,0.001359985,0.00640704,0.000972137,-0.027078809,0.013619997,-0.030302476,0.009388932,-0.001007396,0.016440706,0.017488398,-0.006447336,0.022888042,-0.00737414,-0.006366744,-0.005883194,-0.007454732,0.027562359,0.005802602,-0.003747514,-0.026434075,0.018213723,0.008462128,-0.003848253,-0.004049733,-0.014990055,-0.006004081,-0.01047692,-0.014425913,0.030624844,-0.015715381,-0.024338692,0.007495028,0.002820709,-0.021276208,-0.005399643,-0.057381287,-0.061249688,-0.013055854,0.02901301,0.01474828,-0.024177508,-0.026595259,0.012411121,-0.011927571,-0.007253252,-0.011927571,0.015070647,-0.019100232,0.015795972,-0.01096047,-0.024822243,0.003989289,0.012088754,-0.039006379,-0.050611585,0.000295923,-0.010718695,0.017327214,-0.01426473,-0.010194849,-0.044486616,0.015554197,-0.019744964,-0.005157868,0.006648815,-0.013539405,-0.024499875,0.018939048,0.039328746,-0.009429228,0.011363429,0.069308855,-0.001193765,0.030302476,-0.012572304,0.024983425,-0.008623311,0.00320352,0.039328746,0.008824791,-0.024822243,-0.00523846,0.013619997,-0.008300944,-0.038845196,0.00950982,-0.023855142,-0.004936241,0.031108394,-0.033526145,-0.006044377,-0.000785769,-0.013458813,-0.051256318,0.030302476,-0.013700588,0.02192094,0.003626626,-0.018777864,-0.014990055,0.013055854,-0.007736803,-0.010073962,-0.015312422,0.034493245,-0.011282837,-0.040134665,-0.023855142,0.006689111,-0.003022189,0.026111709,-0.017568989,-0.014506505,-0.011444021,0.005681715,0.038845196,0.016279522,-0.002407677,-0.00640704,0.003566182,-0.005157868,0.012652896,-0.013619997,-0.013458813,-0.004875797,0.002367381,-0.009630707,-0.009388932,0.000337478,-0.019019639,-0.009671004,-0.034332063,-0.013861772,0.018213723,0.007736803,0.005439939,-0.042230047,0.040618215,0.007051773,-0.013619997,-0.026756443,0.020309107,0.002014792,0.002206198,0.003062484,-0.027562359,0.048677385,-0.005802602,-0.042230047,-0.011282837,-0.02047029,0.013458813,0.015312422,-0.010033666,-0.031914312,-0.001133321,-0.039006379,0.003727366,-0.032559045,0.008623311,0.019664373,0.057058919,-0.016037747,0.009106861,-0.023855142,0.012975262,-0.015876563,0.00689059,-0.01426473,0.039006379,-0.026595259,-0.008059169,-0.028690644,0.030302476,-0.028045909,0.01378118,-0.003344555,0.006971181,-0.025950525,0.000871398,-0.017568989,-0.024983425,-0.002458047,-0.024338692,-0.001642056,-0.012814079,0.000181331,0.017246623,0.015070647,-0.008744199,0.030141294,0.025789343,-0.016118338,-0.04384188,-0.042230047,-0.039167564,0.022726858,-0.023210408,0.009711299,0.009469524,0.019503189,-0.007938282,-0.001239097,0.00737414,0.029335376,0.014828872,0.043519516,-0.029335376,-0.04287478,0.017166032,-0.015957156,0.004210916,0.029335376,-0.035299163,0.032559045,-0.02095384,0.026756443,-0.023210408,-0.001037618,0.008220353,-0.031914312,0.002216272,-0.030141294,0.007092069,0.015554197,-0.001229023,-0.014022955,-0.002981893,-0.006326448,-0.034976795,0.012411121,-0.024499875,-0.026111709,0.015070647,0.036427446,0.01523183,0.060282588);  
29             String indexName = "vector_index";  
30             FieldSearchPath fieldSearchPath = fieldPath("plot_embedding_voyage_3_large");  
31             long limit = 10; 
32   
33             // Create ExactVectorSearchOptions for precise matching  
34             VectorSearchOptions options = VectorSearchOptions.exactVectorSearchOptions();  
35   
36             // Define the aggregation pipeline  
37             List<Bson> pipeline = asList(  
38                 vectorSearch(  
39                     fieldSearchPath,  
40                     queryVector,  
41                     indexName,  
42                     limit,  
43                     options  
44                 ),  
45                 project(  
46                     fields(  
47                         exclude("_id"),        
48                         include("title"),         
49                         include("plot"),         
50                         metaVectorSearchScore("score") 
51                     )  
52                 )  
53             );  
54   
55             // Run aggregation query and print results  
56             collection.aggregate(pipeline).forEach(doc -> System.out.println(doc.toJson()));  
57         }  
58     }  
59 }

1 {"plot": "During WW2 the Russian Army sent a special group named \"Zvezda\" to fight the Nazis in their backyard.", "title": "The Star", "score": 0.7459505200386047}
2 {"plot": "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.", "title": "P-51 Dragon Fighter", "score": 0.7430291771888733}
3 {"plot": "April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.", "title": "Fury", "score": 0.7428240180015564}
4 {"plot": "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...", "title": "Memphis Belle", "score": 0.7340154647827148}
5 {"plot": "The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...", "title": "The Young Lions", "score": 0.7327103614807129}
6 {"plot": "Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.", "title": "White Tiger", "score": 0.7323684692382812}
7 {"plot": "The story of ordinary men during WWII as seen from three different points of View.", "title": "The Fallen", "score": 0.7301670908927917}
8 {"plot": "A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.", "title": "War Pigs", "score": 0.7290489673614502}
9 {"plot": "Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...", "title": "The Red Baron", "score": 0.7288231253623962}
10 {"plot": "In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.", "title": "Battle of Britain", "score": 0.7270984649658203}

1 const { MongoClient } = require("mongodb");
2 
3 // connect to your Atlas cluster
4 const uri = "<connection-string>";
5     
6 const client = new MongoClient(uri);
7 
8 async function run() {
9     try {
10         await client.connect();
11 
12         // set namespace
13         const database = client.db("sample_mflix");
14         const coll = database.collection("embedded_movies");
15 
16         // define pipeline
17         const agg = [
18             {
19               '$vectorSearch': {
20                 'index': 'vector_index', 
21                 'path': 'plot_embedding_voyage_3_large', 
22                 'queryVector': [
23                   0.000370218,0.038684014,-0.001893905,-0.060604952,-0.019261414,0.001531242,0.015151238,-0.014103547,-0.019180823,-0.029335376,-0.011846979,0.003868401,0.012894671,-0.002458047,-0.003002041,-0.027078809,-0.019583782,0.041907679,-0.011282837,-0.029818926,0.031914312,-0.020309107,-0.002981893,-0.019906148,-0.012249937,0.041585315,-0.005601123,0.039328746,0.040618215,-0.017085439,-0.038361646,-0.012894671,-0.000352589,0.022565674,-0.011685796,-0.010114257,-0.019906148,-0.012491712,-0.022888042,-0.027401175,0.011846979,-0.002317011,0.045776084,-0.019422598,0.006930886,0.004875797,-0.038845196,0.023855142,0.009630707,-0.045131348,0.003868401,-0.00223642,-0.004392247,0.007212956,-0.019422598,0.046743184,-0.013217038,0.008099466,0.020792658,-0.062861525,-0.047710285,0.009388932,0.001541316,0.050611585,-0.032881413,-0.034009695,0.003002041,-0.005359347,-0.025628159,0.036749814,0.006286152,0.016440706,-0.041262947,0.015715381,-0.012652896,-0.006326448,-0.014909463,0.041262947,-0.025144609,0.00417062,-0.026111709,0.066729926,0.013619997,0.025144609,-0.004291508,0.007978578,-0.009751595,0.003566182,-0.010557512,-0.028207093,-0.015393013,0.048032649,-0.032075495,-0.014425913,0.020792658,0.01096047,0.008502424,-0.013217038,-0.032075495,0.026917625,-0.00165213,0.007172661,-0.063506253,0.034654427,-0.013861772,0.009268044,-0.012894671,-0.023855142,-0.024983425,-0.009308341,0.047710285,-0.010396329,-0.02949656,-0.015151238,0.025144609,0.041262947,0.02095384,-0.004432543,0.011041062,-0.032881413,0.016118338,-0.000478513,0.036749814,0.00417062,-0.040457029,0.017730173,-0.071565427,0.023532774,0.047387917,-0.017730173,0.026272893,-0.001289467,0.000760584,0.004331803,0.017891357,0.012652896,-0.064150989,0.058348387,0.040295847,-0.023532774,-0.012894671,-0.02852946,-0.001914053,0.004734762,-0.017568989,-0.007736803,-0.02095384,-0.014909463,-0.014909463,-0.02047029,0.018858457,-0.005198164,0.000264442,-0.007092069,0.026434075,0.005601123,0.007011477,-0.003928845,-0.004190768,0.023693958,-0.011927571,0.001203838,0.008180057,0.011766387,0.015715381,-0.038522828,-0.019342007,-0.006084673,0.003404999,-0.002256567,-0.003485591,0.009832187,0.023371592,-0.04384188,-0.029818926,0.038361646,0.019906148,-0.004372099,0.004090028,-0.015393013,-0.028690644,-0.033203777,0.025305793,0.015957156,0.005560827,0.021115024,0.008905382,0.018858457,-0.024983425,0.008180057,0.055769451,0.025628159,-0.010557512,-0.000236738,-0.003626626,-0.014184138,0.019664373,-0.00310278,-0.011202246,0.01426473,0.007092069,0.02901301,0.046420816,-0.001994645,0.02192094,0.038845196,-0.036588628,0.021598574,-0.019986739,0.003707218,0.001138358,0.018697273,0.003888549,-0.034976795,0.016360113,-0.031591944,0.002468121,0.015554197,0.001611834,0.013700588,-0.052223418,-0.006004081,0.024338692,-0.024661059,-0.006689111,-0.035460345,0.010235145,0.039489929,-0.007857691,-0.026272893,-0.00261923,-0.011363429,-0.026756443,-0.00640704,0.036749814,0.037233364,-0.006245856,-0.005278756,-0.027562359,-0.049966849,-0.021276208,-0.006971181,-0.013055854,-0.005399643,0.048032649,-0.033203777,-0.002296863,0.023693958,0.026917625,0.000705177,0.022404492,-0.021598574,0.013700588,0.004432543,0.031269576,0.01523183,0.010275441,-0.017568989,-0.023210408,0.050289217,-0.004996685,0.010315737,-0.017004848,0.017246623,-0.00950982,0.017327214,-0.035943896,0.014506505,0.001621908,-0.012491712,0.01096047,-0.011927571,-0.024177508,0.015634788,-0.026595259,0.007897986,-0.014425913,-0.001490946,0.017971948,0.007736803,0.023371592,0.011041062,0.008220353,-0.010557512,0.003888549,-0.034493245,-0.043197148,-0.013942363,-0.008905382,0.002699822,0.025628159,0.001430503,-0.008018874,-0.018858457,0.059315488,-0.018697273,-0.040618215,-0.014022955,0.004815354,0.012008162,-0.014103547,0.030786026,0.043519516,0.005601123,-0.019664373,0.001400281,-0.022082124,-0.018858457,-0.026434075,0.025305793,-0.024822243,0.038039278,-0.011121654,-0.032720227,-0.018374907,-0.005137721,0.001390207,0.028045909,0.03046366,0.00592349,-0.041907679,-0.024338692,-0.042552415,0.006527927,-0.012008162,-0.027401175,0.000337478,0.027884725,0.009912779,-0.011121654,0.004009437,-0.003122928,0.022404492,-0.010275441,-0.004392247,0.00689059,0.01523183,-0.019180823,-0.034170877,-0.040940579,0.021598574,0.005077277,-0.03046366,0.04384188,0.03046366,0.012733487,0.010879879,0.02192094,-0.006930886,-0.016924256,0.038200464,-0.013861772,0.002417751,-0.023532774,-0.016279522,-0.014425913,0.026595259,0.024177508,0.000977174,0.007333844,0.02998011,-0.042230047,0.003042337,0.000730362,0.033364963,-0.002306937,0.005057129,-0.023049224,-0.015876563,-0.022726858,-0.005641419,0.004553431,0.009751595,0.014587097,0.017246623,-0.049966849,0.004613874,0.040457029,0.04287478,0.004090028,-0.00261923,0.002407677,0.039489929,0.002377455,0.007051773,0.025144609,0.024177508,-0.000705177,0.012411121,-0.025789343,-0.024016324,-0.030302476,-0.009268044,-0.00950982,0.017246623,0.013458813,0.008583016,-0.022565674,-0.006366744,0.00427136,-0.007736803,0.020147923,-0.012733487,-0.023693958,-0.006165265,0.035137977,-0.023049224,0.002699822,0.005399643,0.035299163,-0.007817394,0.031914312,-0.000149221,0.015473605,-0.026272893,-0.009711299,-0.002981893,0.000649771,0.064150989,0.032720227,-0.052223418,-0.017810764,-0.010275441,0.027078809,0.030786026,-0.016360113,0.039973479,-0.003122928,-0.038522828,-0.012249937,-0.033848513,-0.027239993,-0.028851826,0.018374907,-0.030302476,-0.048032649,0.011282837,0.058670752,-0.008784494,0.01096047,0.005057129,0.004009437,0.002488269,0.016843664,0.003163224,-0.027884725,-0.001934201,-0.030302476,-0.015715381,-0.001480872,0.011766387,-0.039973479,-0.009227749,-0.003304259,-0.026917625,-0.012088754,-0.014990055,0.03046366,0.007857691,0.042552415,-0.011846979,-0.008421832,-0.001813313,-0.019342007,-0.017166032,0.000972137,0.017004848,-0.018374907,0.037555728,0.019986739,0.018697273,0.014184138,0.027723543,0.023693958,-0.005077277,-0.025305793,0.011846979,0.000705177,0.042552415,-0.037072178,0.010879879,-0.028690644,-0.029818926,0.010879879,-0.014184138,-0.036266264,-0.031591944,-0.033687327,0.022888042,-0.016763072,0.004513135,0.000705177,0.02192094,0.025950525,0.015473605,-0.018374907,0.039489929,0.002881153,-0.037072178,-0.021115024,-0.008623311,-0.002095384,-0.026272893,0.015795972,0.015715381,0.034493245,0.030302476,0.010799287,-0.020228514,0.005137721,0.025628159,0.024016324,-0.008220353,0.002397603,-0.030624844,-0.014587097,0.022082124,-0.006608519,-0.041101765,-0.002478195,-0.031914312,0.017166032,-0.008300944,-0.004593727,-0.001390207,0.032720227,-0.005681715,0.002417751,0.000473476,-0.037878096,-0.046743184,-0.01378118,-0.016198931,-0.007897986,0.006608519,-0.011846979,0.027078809,-0.022243308,0.022565674,-0.007293548,-0.019019639,0.037394546,-0.035299163,-0.02192094,0.008421832,0.000135998,-0.000785769,-0.051578686,0.009227749,-0.015393013,-0.029174194,-0.015554197,0.001400281,0.007495028,-0.002820709,0.041585315,-0.017568989,0.054479986,-0.005641419,-0.024177508,-0.042552415,0.026111709,-0.014909463,0.023855142,-0.022565674,0.010033666,0.028207093,0.010073962,0.007736803,0.015312422,0.037878096,-0.002659526,-0.030786026,0.012652896,-0.019261414,0.005641419,0.019100232,-0.037555728,-0.00013285,-0.020228514,-0.001672278,0.038039278,-0.008703903,0.011282837,0.004351952,0.012894671,0.024177508,0.016440706,0.013942363,-0.008542719,0.005842898,0.001934201,0.00090162,0.014022955,-0.024983425,0.021115024,0.010073962,0.002528564,0.001390207,-0.012008162,0.002347233,-0.015795972,-0.016843664,-0.001793165,-0.016601888,-0.010396329,-0.027239993,-0.001188727,-0.001264282,-0.00950982,0.003928845,0.019503189,0.003485591,-0.026595259,-0.01096047,-0.030302476,-0.00320352,-0.01523183,0.028045909,-0.005641419,0.031108394,-0.01096047,0.011363429,0.016118338,-0.022404492,0.02143739,0.019342007,-0.013378222,0.027723543,-0.034332063,-0.015312422,0.02852946,-0.039489929,0.032720227,0.010154554,0.004956389,0.036105078,0.004775058,-0.038522828,0.019986739,0.020147923,0.009751595,-0.006366744,0.038200464,-0.028690644,-0.007656211,0.020228514,0.00155139,-0.015795972,0.022243308,0.011444021,-0.012491712,0.020550882,0.033687327,0.008865086,0.017730173,0.018213723,0.001682352,-0.043519516,-0.038200464,0.018052539,0.006930886,0.002075236,-0.018536089,0.008703903,-0.000053518,-0.007172661,0.025144609,-0.008099466,0.000120888,-0.016763072,-0.005762306,-0.004432543,-0.00640704,0.05996022,0.031914312,-0.002075236,0.027401175,0.037555728,-0.004311656,-0.01426473,-0.010638104,0.048999749,0.002317011,0.032075495,-0.000120888,-0.00358633,-0.036105078,0.020792658,0.008663607,0.003868401,-0.026917625,-0.02192094,-0.019261414,0.01378118,0.033364963,0.027884725,-0.005883194,-0.009590412,-0.001440577,0.025628159,0.050289217,0.009912779,0.036427446,0.001123247,0.000637178,0.007777099,0.008865086,0.014506505,0.031108394,0.020067332,-0.042552415,-0.006527927,0.005117572,-0.022888042,0.006447336,-0.018294314,-0.004714614,0.009751595,-0.011927571,0.020389698,-0.018939048,0.004210916,0.049644485,-0.014587097,-0.019019639,0.000795843,-0.016440706,0.011202246,0.031430762,0.024177508,0.029818926,-0.014103547,-0.017568989,0.006165265,-0.023855142,0.026434075,-0.012491712,0.008784494,-0.019664373,-0.019261414,-0.003928845,0.013378222,-0.009227749,0.003969141,0.023049224,0.010799287,0.003122928,0.008260649,-0.026595259,-0.055447087,0.016440706,-0.003304259,-0.003707218,-0.046743184,0.018858457,0.000375255,-0.016924256,0.020792658,0.016440706,-0.027401175,0.002740117,-0.007092069,-0.005802602,0.000506217,0.028690644,-0.000493624,0.001571538,0.001400281,0.003263964,-0.001994645,-0.00310278,-0.002327085,-0.01474828,0.026595259,0.008300944,-0.008260649,0.00592349,0.046743184,-0.009308341,-0.016924256,0.011444021,0.01047692,0.006326448,-0.037394546,-0.008583016,-0.020631474,0.024177508,0.015312422,-0.007938282,0.017085439,0.02143739,-0.004130324,0.004372099,-0.004976537,0.048032649,-0.027401175,0.018697273,-0.006447336,0.00203494,0.005963786,-0.014184138,0.009671004,0.007535324,-0.033042595,0.016360113,-0.024338692,-0.008099466,0.024499875,0.000785769,0.010799287,0.028207093,-0.01523183,0.022082124,0.006527927,0.032881413,-0.037716914,0.034009695,-0.009671004,0.016521297,0.032881413,-0.02143739,0.02143739,-0.014184138,0.006124969,-0.028368276,0.038039278,0.026917625,0.012411121,-0.009912779,-0.006366744,-0.047387917,0.016763072,-0.022726858,0.064473353,-0.017730173,0.009832187,0.003445295,0.025789343,-0.003344555,-0.021276208,0.005198164,0.01378118,-0.011202246,-0.006286152,-0.026434075,-0.007817394,0.003969141,-0.037394546,0.006930886,0.000836139,0.000254368,-0.036749814,-0.022082124,-0.006568223,-0.026111709,-0.002175976,0.004069881,-0.037072178,-0.017568989,0.048355017,0.011605204,0.00523846,-0.023210408,-0.01329763,0.000198961,0.02095384,0.004069881,0.000124036,0.008018874,-0.004009437,-0.065440454,-0.008985974,-0.04384188,0.00261923,-0.017407807,0.012733487,-0.017246623,0.031591944,0.007454732,-0.015715381,-0.025789343,0.016843664,-0.008300944,-0.010557512,-0.020550882,-0.028851826,0.002498342,0.028368276,-0.037716914,0.006366744,0.027562359,-0.003062484,0.017649582,0.034493245,-0.003082632,0.017891357,-0.023693958,0.020309107,0.018777864,0.055769451,-0.011363429,-0.018777864,0.022565674,0.001410355,0.035299163,0.012975262,0.007897986,-0.031108394,0.007253252,0.001299541,0.02143739,-0.012249937,0.01047692,-0.020631474,-0.014667688,-0.029657744,-0.002861005,-0.023693958,0.042230047,-0.000669918,0.001531242,-0.005883194,-0.03046366,-0.05286815,0.029174194,-0.009630707,-0.013136446,-0.034654427,0.021598574,-0.012491712,-0.019422598,0.021759758,0.006689111,-0.058670752,0.014828872,0.014345322,-0.016601888,0.038522828,-0.026272893,-0.047710285,-0.003263964,-0.007978578,0.016682481,-0.027078809,-0.000295923,-0.00427136,-0.001198801,0.006850294,-0.006809998,-0.002498342,-0.002065162,0.012169346,-0.001218949,-0.002578934,0.008462128,0.006648815,-0.020147923,0.005399643,0.028207093,-0.014184138,-0.001611834,-0.017649582,-0.032720227,0.009630707,0.006165265,-0.020147923,-0.007132365,-0.027401175,-0.002820709,-0.022888042,0.024499875,-0.011121654,-0.017568989,-0.02095384,-0.017246623,0.018697273,-0.017730173,0.022565674,0.034170877,0.012652896,-0.009388932,0.039328746,-0.000760584,0.009388932,-0.006769702,-0.005278756,0.011282837,0.006366744,-0.049322117,-0.005722011,0.009630707,-0.00223642,-0.004251212,-0.006930886,0.034009695,0.001359985,0.00310278,-0.05286815,-0.004372099,0.027562359,-0.025305793,-0.010073962,-0.013136446,-0.011846979,0.030302476,-0.008018874,-0.025950525,-0.017004848,0.032075495,0.033687327,0.020550882,0.007897986,-0.034976795,-0.018616682,0.001833461,-0.04287478,0.018213723,0.029174194,0.009590412,-0.035621528,0.005762306,0.002065162,0.019180823,0.019180823,0.016521297,-0.017327214,0.023532774,0.012008162,0.032236677,0.002840857,-0.008059169,0.000861324,0.024499875,-0.012733487,0.038361646,0.033364963,0.013942363,0.028368276,0.00203494,0.005057129,0.016198931,0.051256318,-0.000302219,0.004895946,-0.02998011,-0.033203777,-0.005016833,-0.008905382,-0.018697273,0.001994645,-0.008744199,0.022082124,0.036749814,0.004351952,-0.008099466,-0.020228514,-0.019503189,0.020147923,0.028045909,-0.03094721,0.019744964,0.01523183,-0.012008162,0.017166032,0.000685029,0.021276208,-0.004049733,-0.015151238,-0.047710285,0.000488587,-0.016601888,0.003505739,0.001359985,-0.012411121,-0.017407807,-0.016601888,-0.003445295,0.019422598,0.011363429,-0.001113173,-0.008220353,-0.020389698,0.017407807,0.02143739,0.001012433,-0.006245856,-0.024016324,0.024499875,-0.006366744,0.046420816,-0.000397921,0.000098851,-0.010033666,0.007938282,0.014909463,-0.027723543,-0.040295847,-0.059315488,-0.014828872,0.001349911,-0.02998011,0.002357307,0.010154554,0.005097425,0.000992285,0.031753127,-0.009308341,0.008985974,0.013861772,-0.017327214,-0.008865086,0.040618215,-0.003707218,0.005097425,-0.011363429,0.005560827,0.01096047,-0.009388932,-0.015876563,-0.022565674,-0.016440706,0.023210408,-0.004029585,0.017568989,-0.012088754,0.00005037,0.000941915,0.000866361,0.023049224,0.000871398,0.004815354,-0.021598574,0.000730362,0.002981893,0.01047692,-0.004573578,0.014022955,0.025628159,-0.026595259,-0.020067332,0.02143739,0.033848513,-0.009912779,-0.007978578,0.002175976,-0.026917625,0.029174194,-0.025628159,-0.047065549,-0.018133132,-0.00150102,0.052223418,0.012652896,-0.022726858,0.011524612,-0.012814079,0.005359347,-0.007172661,0.013619997,0.03046366,0.013539405,-0.000591845,0.033203777,0.026917625,-0.044164248,-0.014990055,0.00223642,-0.008139761,0.025950525,0.021276208,0.005016833,-0.004976537,-0.01378118,0.00592349,-0.001329763,0.038684014,0.021115024,0.048999749,0.049966849,-0.018777864,0.018616682,0.038200464,-0.026272893,-0.051578686,0.024499875,0.006850294,-0.019180823,-0.00043318,0.020792658,0.003505739,-0.015473605,-0.041262947,-0.026917625,0.067374654,0.004694466,0.001621908,-0.025305793,0.003606478,0.006286152,-0.020309107,0.016118338,-0.019180823,0.007092069,-0.017327214,-0.006326448,-0.007897986,0.000556586,-0.03046366,-0.013136446,0.016843664,-0.024338692,-0.011444021,-0.018777864,0.002840857,-0.036749814,-0.01523183,-0.009630707,-0.013055854,-0.042230047,0.017327214,-0.012814079,-0.016843664,0.002256567,-0.007656211,0.005963786,-0.016360113,0.026756443,0.019986739,-0.022082124,-0.024983425,-0.039489929,0.01378118,-0.012008162,0.000876435,-0.02192094,0.018133132,-0.020792658,-0.019583782,-0.005842898,0.020067332,-0.016763072,0.007414436,0.01096047,-0.000521328,0.01047692,0.00011711,0.035299163,0.038039278,0.049644485,-0.003062484,0.014667688,-0.007454732,0.006809998,-0.018536089,-0.015554197,0.016360113,0.008542719,-0.013217038,0.02998011,0.017810764,0.048999749,0.020309107,-0.017649582,-0.011041062,0.008381536,0.011363429,0.039651114,-0.012411121,0.011685796,0.029657744,-0.011524612,-0.020147923,0.03046366,0.00261923,-0.00320352,-0.002317011,-0.00101747,-0.047387917,0.04287478,-0.011927571,-0.017488398,-0.010638104,-0.006850294,0.01096047,0.033848513,-0.006124969,0.001793165,0.015473605,-0.048999749,0.006447336,0.033848513,0.008663607,-0.024822243,0.005399643,-0.00368707,-0.015070647,-0.009590412,0.001289467,-0.018858457,0.02095384,-0.007414436,-0.008421832,0.000715251,-0.015473605,0.02901301,0.020309107,-0.003707218,0.016360113,-0.008663607,0.018939048,0.001218949,0.00358633,-0.003284112,0.036427446,0.02192094,0.022888042,-0.024661059,0.008341241,-0.024338692,-0.00950982,-0.017166032,0.046743184,-0.018052539,-0.012975262,0.002800561,-0.012008162,-0.013055854,0.028368276,-0.057381287,0.018697273,-0.043519516,-0.018052539,0.001370059,-0.019342007,0.022404492,0.017166032,-0.004351952,0.001611834,-0.028207093,0.001319689,0.025950525,0.025305793,0.017488398,-0.045776084,-0.024983425,0.005117572,-0.010879879,0.020147923,-0.00999337,0.022082124,0.000337478,-0.018777864,0.007978578,-0.039328746,0.000249331,0.04287478,-0.012411121,-0.023532774,0.006527927,0.028207093,0.009348636,0.006084673,-0.007293548,-0.022082124,-0.017085439,0.02047029,-0.007817394,0.003243816,-0.008381536,-0.00523846,-0.004674318,-0.051256318,0.019986739,-0.009912779,0.040940579,0.006527927,-0.002861005,0.035460345,0.026434075,0.015393013,-0.005359347,-0.012733487,-0.025628159,0.019664373,-0.018536089,0.025305793,-0.009912779,0.032397863,0.047387917,0.000674955,0.031108394,-0.008381536,-0.002558786,-0.01096047,-0.004674318,0.002115532,0.000275775,0.02047029,0.036427446,-0.027401175,-0.030302476,-0.000410514,0.006769702,0.024822243,-0.011041062,0.028690644,0.019180823,-0.016763072,-0.037072178,-0.027078809,0.038845196,0.05996022,-0.037233364,-0.000377774,0.006487631,0.006729406,0.033848513,-0.019422598,-0.007092069,-0.001621908,0.026111709,-0.002498342,0.014345322,-0.019342007,0.017891357,-0.014587097,-0.004533283,-0.020147923,0.001430503,-0.009711299,0.049644485,0.001410355,-0.010315737,0.003082632,-0.00271997,-0.023371592,0.006729406,0.025144609,0.023210408,0.004976537,-0.000278293,-0.025305793,0.012330529,-0.019019639,-0.00640704,-0.006286152,0.017971948,-0.002327085,0.016924256,-0.015795972,-0.012491712,-0.011282837,0.003022189,0.01047692,0.027239993,0.012008162,0.003263964,0.026434075,0.035621528,-0.024338692,-0.012652896,0.024822243,0.000654807,0.028368276,0.011202246,0.016440706,0.016360113,-0.026917625,-0.019744964,0.013217038,0.011363429,-0.003928845,-0.028690644,0.001440577,-0.037716914,0.023693958,0.018374907,0.011927571,-0.042552415,0.012169346,-0.009953074,0.011444021,0.019503189,-0.016279522,0.003243816,-0.022888042,-0.024016324,-0.007897986,-0.006487631,-0.010638104,-0.041907679,-0.025950525,-0.032881413,-0.022404492,-0.03094721,0.01378118,0.043519516,-0.010718695,0.020067332,0.037555728,-0.000215331,0.019664373,0.004916093,-0.040940579,-0.048999749,0.017407807,0.006648815,-0.014587097,-0.014506505,-0.047387917,-0.006729406,0.015393013,0.028851826,0.024983425,-0.009832187,-0.004996685,0.025466975,0.015070647,-0.004593727,-0.010073962,0.000685029,0.041262947,-0.006326448,0.021598574,0.025466975,0.02143739,-0.007253252,0.029174194,-0.012169346,0.011605204,-0.008623311,-0.002024866,-0.001450651,0.025144609,0.004009437,0.02852946,-0.003002041,-0.02143739,-0.027401175,-0.02998011,0.023210408,0.016279522,0.017166032,-0.020228514,0.011202246,-0.014103547,0.009590412,-0.014506505,-0.049966849,-0.009872482,0.002558786,-0.036105078,0.004009437,0.010718695,-0.004996685,0.003707218,-0.008663607,0.012894671,-0.003022189,-0.002901301,0.000886509,0.017327214,-0.027401175,-0.016601888,-0.010799287,-0.005883194,-0.026595259,-0.033526145,-0.004513135,0.010396329,0.017971948,-0.035782713,-0.041585315,-0.009026269,-0.001349911,0.005641419,-0.001329763,0.003747514,-0.005319052,-0.005883194,-0.000277034,0.021115024,0.02901301,-0.027562359,0.044486616,-0.071887791,-0.002861005,-0.003404999,-0.005319052,0.003022189,0.024499875,0.034493245,-0.009106861,0.016037747,-0.005439939,0.050289217,0.003404999,-0.013619997,0.021115024,0.021759758,0.022243308,-0.002578934,-0.000579253,-0.054157618,-0.012088754,0.00737414,-0.030786026,-0.019825557,0.003969141,-0.002558786,0.022243308,0.029335376,-0.024016324,0.006527927,0.012814079,-0.019019639,0.012249937,-0.004694466,-0.002266641,-0.014022955,0.023049224,-0.020631474,-0.025466975,-0.037072178,0.002266641,-0.013378222,0.006124969,0.012491712,0.017407807,-0.009872482,0.031108394,0.010315737,0.032881413,-0.006648815,0.009832187,0.024338692,0.03094721,0.016279522,-0.022726858,0.03094721,-0.040134665,0.008139761,0.006809998,0.018294314,0.01523183,-0.03046366,-0.007172661,-0.007293548,0.003243816,0.006124969,-0.006729406,-0.003183372,0.047387917,0.006124969,-0.000375255,-0.024661059,0.022243308,-0.004492987,0.012330529,-0.02949656,0.027078809,-0.021759758,-0.004069881,0.013700588,-0.033526145,-0.009066566,-0.023049224,0.017891357,0.007212956,0.029818926,-0.023049224,-0.006689111,0.030302476,0.009147157,-0.005439939,-0.003042337,0.034815613,0.027078809,-0.055447087,-0.018616682,0.016763072,-0.013136446,-0.018616682,0.034009695,-0.003465443,-0.035621528,-0.002004718,0.01329763,0.023532774,-0.003525887,-0.005722011,-0.011363429,0.027239993,-0.016601888,-0.015473605,0.022565674,0.013136446,-0.021598574,-0.002538638,0.033203777,0.006245856,0.020631474,-0.001390207,0.013942363,-0.022082124,0.012733487,-0.006769702,0.024661059,-0.026595259,-0.003485591,-0.004513135,0.037555728,0.018133132,-0.026595259,0.024338692,-0.033687327,0.016924256,0.006608519,0.022243308,-0.033848513,-0.028368276,0.002538638,0.012894671,0.001183691,0.014990055,0.028207093,0.010879879,-0.012411121,0.012975262,0.006286152,0.002397603,-0.036427446,0.015070647,-0.030141294,0.015312422,0.017568989,-0.009348636,0.019583782,0.039651114,-0.006165265,0.004916093,-0.021276208,0.011766387,0.029335376,-0.004190768,-0.012894671,0.026756443,0.007092069,-0.024016324,-0.037716914,-0.001309615,0.048999749,-0.01474828,-0.032236677,0.025466975,0.011363429,0.043519516,0.007575619,0.034332063,-0.019019639,-0.011766387,-0.018858457,0.000056351,-0.004492987,0.000554068,0.003364703,-0.025144609,-0.062216789,0.001254208,0.033364963,0.005681715,0.02143739,0.007414436,-0.023855142,0.013539405,-0.032236677,-0.007857691,0.009348636,0.018536089,-0.018697273,0.031269576,-0.018616682,0.018455498,-0.006124969,-0.003143076,-0.010638104,0.000982211,0.023855142,-0.01047692,0.023049224,0.00640704,0.021115024,-0.009872482,0.019261414,0.026756443,-0.00427136,0.008502424,0.019906148,0.045776084,-0.008824791,0.005963786,-0.012814079,-0.016521297,-0.012249937,0.010033666,-0.017166032,0.014184138,-0.022726858,0.010879879,0.034493245,0.001359985,0.00640704,0.000972137,-0.027078809,0.013619997,-0.030302476,0.009388932,-0.001007396,0.016440706,0.017488398,-0.006447336,0.022888042,-0.00737414,-0.006366744,-0.005883194,-0.007454732,0.027562359,0.005802602,-0.003747514,-0.026434075,0.018213723,0.008462128,-0.003848253,-0.004049733,-0.014990055,-0.006004081,-0.01047692,-0.014425913,0.030624844,-0.015715381,-0.024338692,0.007495028,0.002820709,-0.021276208,-0.005399643,-0.057381287,-0.061249688,-0.013055854,0.02901301,0.01474828,-0.024177508,-0.026595259,0.012411121,-0.011927571,-0.007253252,-0.011927571,0.015070647,-0.019100232,0.015795972,-0.01096047,-0.024822243,0.003989289,0.012088754,-0.039006379,-0.050611585,0.000295923,-0.010718695,0.017327214,-0.01426473,-0.010194849,-0.044486616,0.015554197,-0.019744964,-0.005157868,0.006648815,-0.013539405,-0.024499875,0.018939048,0.039328746,-0.009429228,0.011363429,0.069308855,-0.001193765,0.030302476,-0.012572304,0.024983425,-0.008623311,0.00320352,0.039328746,0.008824791,-0.024822243,-0.00523846,0.013619997,-0.008300944,-0.038845196,0.00950982,-0.023855142,-0.004936241,0.031108394,-0.033526145,-0.006044377,-0.000785769,-0.013458813,-0.051256318,0.030302476,-0.013700588,0.02192094,0.003626626,-0.018777864,-0.014990055,0.013055854,-0.007736803,-0.010073962,-0.015312422,0.034493245,-0.011282837,-0.040134665,-0.023855142,0.006689111,-0.003022189,0.026111709,-0.017568989,-0.014506505,-0.011444021,0.005681715,0.038845196,0.016279522,-0.002407677,-0.00640704,0.003566182,-0.005157868,0.012652896,-0.013619997,-0.013458813,-0.004875797,0.002367381,-0.009630707,-0.009388932,0.000337478,-0.019019639,-0.009671004,-0.034332063,-0.013861772,0.018213723,0.007736803,0.005439939,-0.042230047,0.040618215,0.007051773,-0.013619997,-0.026756443,0.020309107,0.002014792,0.002206198,0.003062484,-0.027562359,0.048677385,-0.005802602,-0.042230047,-0.011282837,-0.02047029,0.013458813,0.015312422,-0.010033666,-0.031914312,-0.001133321,-0.039006379,0.003727366,-0.032559045,0.008623311,0.019664373,0.057058919,-0.016037747,0.009106861,-0.023855142,0.012975262,-0.015876563,0.00689059,-0.01426473,0.039006379,-0.026595259,-0.008059169,-0.028690644,0.030302476,-0.028045909,0.01378118,-0.003344555,0.006971181,-0.025950525,0.000871398,-0.017568989,-0.024983425,-0.002458047,-0.024338692,-0.001642056,-0.012814079,0.000181331,0.017246623,0.015070647,-0.008744199,0.030141294,0.025789343,-0.016118338,-0.04384188,-0.042230047,-0.039167564,0.022726858,-0.023210408,0.009711299,0.009469524,0.019503189,-0.007938282,-0.001239097,0.00737414,0.029335376,0.014828872,0.043519516,-0.029335376,-0.04287478,0.017166032,-0.015957156,0.004210916,0.029335376,-0.035299163,0.032559045,-0.02095384,0.026756443,-0.023210408,-0.001037618,0.008220353,-0.031914312,0.002216272,-0.030141294,0.007092069,0.015554197,-0.001229023,-0.014022955,-0.002981893,-0.006326448,-0.034976795,0.012411121,-0.024499875,-0.026111709,0.015070647,0.036427446,0.01523183,0.060282588
24                 ], 
25                 'exact': true, 
26                 'limit': 10
27               }
28             }, {
29               '$project': {
30                 '_id': 0, 
31                 'plot': 1, 
32                 'title': 1, 
33                 'score': {
34                   '$meta': 'vectorSearchScore'
35                 }
36               }
37             }
38           ];
39         // run pipeline
40         const result = coll.aggregate(agg);
41 
42         // print results
43         await result.forEach((doc) => console.dir(JSON.stringify(doc)));
44     } finally {
45         await client.close();
46     }
47 }
48 run().catch(console.dir);

1 '{"plot":"During WW2 the Russian Army sent a special group named \\"Zvezda\\" to fight the Nazis in their backyard.","title":"The Star","score":0.7459506392478943}'
2 `{"plot":"As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.","title":"P-51 Dragon Fighter","score":0.7430292367935181}`
3 '{"plot":"April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.","title":"Fury","score":0.7428240776062012}'
4 `{"plot":"It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...","title":"Memphis Belle","score":0.7340154647827148}`
5 '{"plot":"The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...","title":"The Young Lions","score":0.7327103614807129}'
6 '{"plot":"Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.","title":"White Tiger","score":0.732368528842926}'
7 '{"plot":"The story of ordinary men during WWII as seen from three different points of View.","title":"The Fallen","score":0.7301670908927917}'
8 '{"plot":"A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.","title":"War Pigs","score":0.7290490865707397}'
9 '{"plot":"Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...","title":"The Red Baron","score":0.728823184967041}'
10 '{"plot":"In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.","title":"Battle of Britain","score":0.7270985245704651}'

Trabalhe com uma versão executável deste exemplo como um bloco de anotações Python.

1 import pymongo
2 
3 # connect to your Atlas cluster
4 client = pymongo.MongoClient("<connection-string>")
5 
6 # define pipeline
7 pipeline = [
8   {
9     '$vectorSearch': {
10       'index': 'vector_index', 
11       'path': 'plot_embedding_voyage_3_large', 
12       'queryVector': [0.000370218,0.038684014,-0.001893905,-0.060604952,-0.019261414,0.001531242,0.015151238,-0.014103547,-0.019180823,-0.029335376,-0.011846979,0.003868401,0.012894671,-0.002458047,-0.003002041,-0.027078809,-0.019583782,0.041907679,-0.011282837,-0.029818926,0.031914312,-0.020309107,-0.002981893,-0.019906148,-0.012249937,0.041585315,-0.005601123,0.039328746,0.040618215,-0.017085439,-0.038361646,-0.012894671,-0.000352589,0.022565674,-0.011685796,-0.010114257,-0.019906148,-0.012491712,-0.022888042,-0.027401175,0.011846979,-0.002317011,0.045776084,-0.019422598,0.006930886,0.004875797,-0.038845196,0.023855142,0.009630707,-0.045131348,0.003868401,-0.00223642,-0.004392247,0.007212956,-0.019422598,0.046743184,-0.013217038,0.008099466,0.020792658,-0.062861525,-0.047710285,0.009388932,0.001541316,0.050611585,-0.032881413,-0.034009695,0.003002041,-0.005359347,-0.025628159,0.036749814,0.006286152,0.016440706,-0.041262947,0.015715381,-0.012652896,-0.006326448,-0.014909463,0.041262947,-0.025144609,0.00417062,-0.026111709,0.066729926,0.013619997,0.025144609,-0.004291508,0.007978578,-0.009751595,0.003566182,-0.010557512,-0.028207093,-0.015393013,0.048032649,-0.032075495,-0.014425913,0.020792658,0.01096047,0.008502424,-0.013217038,-0.032075495,0.026917625,-0.00165213,0.007172661,-0.063506253,0.034654427,-0.013861772,0.009268044,-0.012894671,-0.023855142,-0.024983425,-0.009308341,0.047710285,-0.010396329,-0.02949656,-0.015151238,0.025144609,0.041262947,0.02095384,-0.004432543,0.011041062,-0.032881413,0.016118338,-0.000478513,0.036749814,0.00417062,-0.040457029,0.017730173,-0.071565427,0.023532774,0.047387917,-0.017730173,0.026272893,-0.001289467,0.000760584,0.004331803,0.017891357,0.012652896,-0.064150989,0.058348387,0.040295847,-0.023532774,-0.012894671,-0.02852946,-0.001914053,0.004734762,-0.017568989,-0.007736803,-0.02095384,-0.014909463,-0.014909463,-0.02047029,0.018858457,-0.005198164,0.000264442,-0.007092069,0.026434075,0.005601123,0.007011477,-0.003928845,-0.004190768,0.023693958,-0.011927571,0.001203838,0.008180057,0.011766387,0.015715381,-0.038522828,-0.019342007,-0.006084673,0.003404999,-0.002256567,-0.003485591,0.009832187,0.023371592,-0.04384188,-0.029818926,0.038361646,0.019906148,-0.004372099,0.004090028,-0.015393013,-0.028690644,-0.033203777,0.025305793,0.015957156,0.005560827,0.021115024,0.008905382,0.018858457,-0.024983425,0.008180057,0.055769451,0.025628159,-0.010557512,-0.000236738,-0.003626626,-0.014184138,0.019664373,-0.00310278,-0.011202246,0.01426473,0.007092069,0.02901301,0.046420816,-0.001994645,0.02192094,0.038845196,-0.036588628,0.021598574,-0.019986739,0.003707218,0.001138358,0.018697273,0.003888549,-0.034976795,0.016360113,-0.031591944,0.002468121,0.015554197,0.001611834,0.013700588,-0.052223418,-0.006004081,0.024338692,-0.024661059,-0.006689111,-0.035460345,0.010235145,0.039489929,-0.007857691,-0.026272893,-0.00261923,-0.011363429,-0.026756443,-0.00640704,0.036749814,0.037233364,-0.006245856,-0.005278756,-0.027562359,-0.049966849,-0.021276208,-0.006971181,-0.013055854,-0.005399643,0.048032649,-0.033203777,-0.002296863,0.023693958,0.026917625,0.000705177,0.022404492,-0.021598574,0.013700588,0.004432543,0.031269576,0.01523183,0.010275441,-0.017568989,-0.023210408,0.050289217,-0.004996685,0.010315737,-0.017004848,0.017246623,-0.00950982,0.017327214,-0.035943896,0.014506505,0.001621908,-0.012491712,0.01096047,-0.011927571,-0.024177508,0.015634788,-0.026595259,0.007897986,-0.014425913,-0.001490946,0.017971948,0.007736803,0.023371592,0.011041062,0.008220353,-0.010557512,0.003888549,-0.034493245,-0.043197148,-0.013942363,-0.008905382,0.002699822,0.025628159,0.001430503,-0.008018874,-0.018858457,0.059315488,-0.018697273,-0.040618215,-0.014022955,0.004815354,0.012008162,-0.014103547,0.030786026,0.043519516,0.005601123,-0.019664373,0.001400281,-0.022082124,-0.018858457,-0.026434075,0.025305793,-0.024822243,0.038039278,-0.011121654,-0.032720227,-0.018374907,-0.005137721,0.001390207,0.028045909,0.03046366,0.00592349,-0.041907679,-0.024338692,-0.042552415,0.006527927,-0.012008162,-0.027401175,0.000337478,0.027884725,0.009912779,-0.011121654,0.004009437,-0.003122928,0.022404492,-0.010275441,-0.004392247,0.00689059,0.01523183,-0.019180823,-0.034170877,-0.040940579,0.021598574,0.005077277,-0.03046366,0.04384188,0.03046366,0.012733487,0.010879879,0.02192094,-0.006930886,-0.016924256,0.038200464,-0.013861772,0.002417751,-0.023532774,-0.016279522,-0.014425913,0.026595259,0.024177508,0.000977174,0.007333844,0.02998011,-0.042230047,0.003042337,0.000730362,0.033364963,-0.002306937,0.005057129,-0.023049224,-0.015876563,-0.022726858,-0.005641419,0.004553431,0.009751595,0.014587097,0.017246623,-0.049966849,0.004613874,0.040457029,0.04287478,0.004090028,-0.00261923,0.002407677,0.039489929,0.002377455,0.007051773,0.025144609,0.024177508,-0.000705177,0.012411121,-0.025789343,-0.024016324,-0.030302476,-0.009268044,-0.00950982,0.017246623,0.013458813,0.008583016,-0.022565674,-0.006366744,0.00427136,-0.007736803,0.020147923,-0.012733487,-0.023693958,-0.006165265,0.035137977,-0.023049224,0.002699822,0.005399643,0.035299163,-0.007817394,0.031914312,-0.000149221,0.015473605,-0.026272893,-0.009711299,-0.002981893,0.000649771,0.064150989,0.032720227,-0.052223418,-0.017810764,-0.010275441,0.027078809,0.030786026,-0.016360113,0.039973479,-0.003122928,-0.038522828,-0.012249937,-0.033848513,-0.027239993,-0.028851826,0.018374907,-0.030302476,-0.048032649,0.011282837,0.058670752,-0.008784494,0.01096047,0.005057129,0.004009437,0.002488269,0.016843664,0.003163224,-0.027884725,-0.001934201,-0.030302476,-0.015715381,-0.001480872,0.011766387,-0.039973479,-0.009227749,-0.003304259,-0.026917625,-0.012088754,-0.014990055,0.03046366,0.007857691,0.042552415,-0.011846979,-0.008421832,-0.001813313,-0.019342007,-0.017166032,0.000972137,0.017004848,-0.018374907,0.037555728,0.019986739,0.018697273,0.014184138,0.027723543,0.023693958,-0.005077277,-0.025305793,0.011846979,0.000705177,0.042552415,-0.037072178,0.010879879,-0.028690644,-0.029818926,0.010879879,-0.014184138,-0.036266264,-0.031591944,-0.033687327,0.022888042,-0.016763072,0.004513135,0.000705177,0.02192094,0.025950525,0.015473605,-0.018374907,0.039489929,0.002881153,-0.037072178,-0.021115024,-0.008623311,-0.002095384,-0.026272893,0.015795972,0.015715381,0.034493245,0.030302476,0.010799287,-0.020228514,0.005137721,0.025628159,0.024016324,-0.008220353,0.002397603,-0.030624844,-0.014587097,0.022082124,-0.006608519,-0.041101765,-0.002478195,-0.031914312,0.017166032,-0.008300944,-0.004593727,-0.001390207,0.032720227,-0.005681715,0.002417751,0.000473476,-0.037878096,-0.046743184,-0.01378118,-0.016198931,-0.007897986,0.006608519,-0.011846979,0.027078809,-0.022243308,0.022565674,-0.007293548,-0.019019639,0.037394546,-0.035299163,-0.02192094,0.008421832,0.000135998,-0.000785769,-0.051578686,0.009227749,-0.015393013,-0.029174194,-0.015554197,0.001400281,0.007495028,-0.002820709,0.041585315,-0.017568989,0.054479986,-0.005641419,-0.024177508,-0.042552415,0.026111709,-0.014909463,0.023855142,-0.022565674,0.010033666,0.028207093,0.010073962,0.007736803,0.015312422,0.037878096,-0.002659526,-0.030786026,0.012652896,-0.019261414,0.005641419,0.019100232,-0.037555728,-0.00013285,-0.020228514,-0.001672278,0.038039278,-0.008703903,0.011282837,0.004351952,0.012894671,0.024177508,0.016440706,0.013942363,-0.008542719,0.005842898,0.001934201,0.00090162,0.014022955,-0.024983425,0.021115024,0.010073962,0.002528564,0.001390207,-0.012008162,0.002347233,-0.015795972,-0.016843664,-0.001793165,-0.016601888,-0.010396329,-0.027239993,-0.001188727,-0.001264282,-0.00950982,0.003928845,0.019503189,0.003485591,-0.026595259,-0.01096047,-0.030302476,-0.00320352,-0.01523183,0.028045909,-0.005641419,0.031108394,-0.01096047,0.011363429,0.016118338,-0.022404492,0.02143739,0.019342007,-0.013378222,0.027723543,-0.034332063,-0.015312422,0.02852946,-0.039489929,0.032720227,0.010154554,0.004956389,0.036105078,0.004775058,-0.038522828,0.019986739,0.020147923,0.009751595,-0.006366744,0.038200464,-0.028690644,-0.007656211,0.020228514,0.00155139,-0.015795972,0.022243308,0.011444021,-0.012491712,0.020550882,0.033687327,0.008865086,0.017730173,0.018213723,0.001682352,-0.043519516,-0.038200464,0.018052539,0.006930886,0.002075236,-0.018536089,0.008703903,-0.000053518,-0.007172661,0.025144609,-0.008099466,0.000120888,-0.016763072,-0.005762306,-0.004432543,-0.00640704,0.05996022,0.031914312,-0.002075236,0.027401175,0.037555728,-0.004311656,-0.01426473,-0.010638104,0.048999749,0.002317011,0.032075495,-0.000120888,-0.00358633,-0.036105078,0.020792658,0.008663607,0.003868401,-0.026917625,-0.02192094,-0.019261414,0.01378118,0.033364963,0.027884725,-0.005883194,-0.009590412,-0.001440577,0.025628159,0.050289217,0.009912779,0.036427446,0.001123247,0.000637178,0.007777099,0.008865086,0.014506505,0.031108394,0.020067332,-0.042552415,-0.006527927,0.005117572,-0.022888042,0.006447336,-0.018294314,-0.004714614,0.009751595,-0.011927571,0.020389698,-0.018939048,0.004210916,0.049644485,-0.014587097,-0.019019639,0.000795843,-0.016440706,0.011202246,0.031430762,0.024177508,0.029818926,-0.014103547,-0.017568989,0.006165265,-0.023855142,0.026434075,-0.012491712,0.008784494,-0.019664373,-0.019261414,-0.003928845,0.013378222,-0.009227749,0.003969141,0.023049224,0.010799287,0.003122928,0.008260649,-0.026595259,-0.055447087,0.016440706,-0.003304259,-0.003707218,-0.046743184,0.018858457,0.000375255,-0.016924256,0.020792658,0.016440706,-0.027401175,0.002740117,-0.007092069,-0.005802602,0.000506217,0.028690644,-0.000493624,0.001571538,0.001400281,0.003263964,-0.001994645,-0.00310278,-0.002327085,-0.01474828,0.026595259,0.008300944,-0.008260649,0.00592349,0.046743184,-0.009308341,-0.016924256,0.011444021,0.01047692,0.006326448,-0.037394546,-0.008583016,-0.020631474,0.024177508,0.015312422,-0.007938282,0.017085439,0.02143739,-0.004130324,0.004372099,-0.004976537,0.048032649,-0.027401175,0.018697273,-0.006447336,0.00203494,0.005963786,-0.014184138,0.009671004,0.007535324,-0.033042595,0.016360113,-0.024338692,-0.008099466,0.024499875,0.000785769,0.010799287,0.028207093,-0.01523183,0.022082124,0.006527927,0.032881413,-0.037716914,0.034009695,-0.009671004,0.016521297,0.032881413,-0.02143739,0.02143739,-0.014184138,0.006124969,-0.028368276,0.038039278,0.026917625,0.012411121,-0.009912779,-0.006366744,-0.047387917,0.016763072,-0.022726858,0.064473353,-0.017730173,0.009832187,0.003445295,0.025789343,-0.003344555,-0.021276208,0.005198164,0.01378118,-0.011202246,-0.006286152,-0.026434075,-0.007817394,0.003969141,-0.037394546,0.006930886,0.000836139,0.000254368,-0.036749814,-0.022082124,-0.006568223,-0.026111709,-0.002175976,0.004069881,-0.037072178,-0.017568989,0.048355017,0.011605204,0.00523846,-0.023210408,-0.01329763,0.000198961,0.02095384,0.004069881,0.000124036,0.008018874,-0.004009437,-0.065440454,-0.008985974,-0.04384188,0.00261923,-0.017407807,0.012733487,-0.017246623,0.031591944,0.007454732,-0.015715381,-0.025789343,0.016843664,-0.008300944,-0.010557512,-0.020550882,-0.028851826,0.002498342,0.028368276,-0.037716914,0.006366744,0.027562359,-0.003062484,0.017649582,0.034493245,-0.003082632,0.017891357,-0.023693958,0.020309107,0.018777864,0.055769451,-0.011363429,-0.018777864,0.022565674,0.001410355,0.035299163,0.012975262,0.007897986,-0.031108394,0.007253252,0.001299541,0.02143739,-0.012249937,0.01047692,-0.020631474,-0.014667688,-0.029657744,-0.002861005,-0.023693958,0.042230047,-0.000669918,0.001531242,-0.005883194,-0.03046366,-0.05286815,0.029174194,-0.009630707,-0.013136446,-0.034654427,0.021598574,-0.012491712,-0.019422598,0.021759758,0.006689111,-0.058670752,0.014828872,0.014345322,-0.016601888,0.038522828,-0.026272893,-0.047710285,-0.003263964,-0.007978578,0.016682481,-0.027078809,-0.000295923,-0.00427136,-0.001198801,0.006850294,-0.006809998,-0.002498342,-0.002065162,0.012169346,-0.001218949,-0.002578934,0.008462128,0.006648815,-0.020147923,0.005399643,0.028207093,-0.014184138,-0.001611834,-0.017649582,-0.032720227,0.009630707,0.006165265,-0.020147923,-0.007132365,-0.027401175,-0.002820709,-0.022888042,0.024499875,-0.011121654,-0.017568989,-0.02095384,-0.017246623,0.018697273,-0.017730173,0.022565674,0.034170877,0.012652896,-0.009388932,0.039328746,-0.000760584,0.009388932,-0.006769702,-0.005278756,0.011282837,0.006366744,-0.049322117,-0.005722011,0.009630707,-0.00223642,-0.004251212,-0.006930886,0.034009695,0.001359985,0.00310278,-0.05286815,-0.004372099,0.027562359,-0.025305793,-0.010073962,-0.013136446,-0.011846979,0.030302476,-0.008018874,-0.025950525,-0.017004848,0.032075495,0.033687327,0.020550882,0.007897986,-0.034976795,-0.018616682,0.001833461,-0.04287478,0.018213723,0.029174194,0.009590412,-0.035621528,0.005762306,0.002065162,0.019180823,0.019180823,0.016521297,-0.017327214,0.023532774,0.012008162,0.032236677,0.002840857,-0.008059169,0.000861324,0.024499875,-0.012733487,0.038361646,0.033364963,0.013942363,0.028368276,0.00203494,0.005057129,0.016198931,0.051256318,-0.000302219,0.004895946,-0.02998011,-0.033203777,-0.005016833,-0.008905382,-0.018697273,0.001994645,-0.008744199,0.022082124,0.036749814,0.004351952,-0.008099466,-0.020228514,-0.019503189,0.020147923,0.028045909,-0.03094721,0.019744964,0.01523183,-0.012008162,0.017166032,0.000685029,0.021276208,-0.004049733,-0.015151238,-0.047710285,0.000488587,-0.016601888,0.003505739,0.001359985,-0.012411121,-0.017407807,-0.016601888,-0.003445295,0.019422598,0.011363429,-0.001113173,-0.008220353,-0.020389698,0.017407807,0.02143739,0.001012433,-0.006245856,-0.024016324,0.024499875,-0.006366744,0.046420816,-0.000397921,0.000098851,-0.010033666,0.007938282,0.014909463,-0.027723543,-0.040295847,-0.059315488,-0.014828872,0.001349911,-0.02998011,0.002357307,0.010154554,0.005097425,0.000992285,0.031753127,-0.009308341,0.008985974,0.013861772,-0.017327214,-0.008865086,0.040618215,-0.003707218,0.005097425,-0.011363429,0.005560827,0.01096047,-0.009388932,-0.015876563,-0.022565674,-0.016440706,0.023210408,-0.004029585,0.017568989,-0.012088754,0.00005037,0.000941915,0.000866361,0.023049224,0.000871398,0.004815354,-0.021598574,0.000730362,0.002981893,0.01047692,-0.004573578,0.014022955,0.025628159,-0.026595259,-0.020067332,0.02143739,0.033848513,-0.009912779,-0.007978578,0.002175976,-0.026917625,0.029174194,-0.025628159,-0.047065549,-0.018133132,-0.00150102,0.052223418,0.012652896,-0.022726858,0.011524612,-0.012814079,0.005359347,-0.007172661,0.013619997,0.03046366,0.013539405,-0.000591845,0.033203777,0.026917625,-0.044164248,-0.014990055,0.00223642,-0.008139761,0.025950525,0.021276208,0.005016833,-0.004976537,-0.01378118,0.00592349,-0.001329763,0.038684014,0.021115024,0.048999749,0.049966849,-0.018777864,0.018616682,0.038200464,-0.026272893,-0.051578686,0.024499875,0.006850294,-0.019180823,-0.00043318,0.020792658,0.003505739,-0.015473605,-0.041262947,-0.026917625,0.067374654,0.004694466,0.001621908,-0.025305793,0.003606478,0.006286152,-0.020309107,0.016118338,-0.019180823,0.007092069,-0.017327214,-0.006326448,-0.007897986,0.000556586,-0.03046366,-0.013136446,0.016843664,-0.024338692,-0.011444021,-0.018777864,0.002840857,-0.036749814,-0.01523183,-0.009630707,-0.013055854,-0.042230047,0.017327214,-0.012814079,-0.016843664,0.002256567,-0.007656211,0.005963786,-0.016360113,0.026756443,0.019986739,-0.022082124,-0.024983425,-0.039489929,0.01378118,-0.012008162,0.000876435,-0.02192094,0.018133132,-0.020792658,-0.019583782,-0.005842898,0.020067332,-0.016763072,0.007414436,0.01096047,-0.000521328,0.01047692,0.00011711,0.035299163,0.038039278,0.049644485,-0.003062484,0.014667688,-0.007454732,0.006809998,-0.018536089,-0.015554197,0.016360113,0.008542719,-0.013217038,0.02998011,0.017810764,0.048999749,0.020309107,-0.017649582,-0.011041062,0.008381536,0.011363429,0.039651114,-0.012411121,0.011685796,0.029657744,-0.011524612,-0.020147923,0.03046366,0.00261923,-0.00320352,-0.002317011,-0.00101747,-0.047387917,0.04287478,-0.011927571,-0.017488398,-0.010638104,-0.006850294,0.01096047,0.033848513,-0.006124969,0.001793165,0.015473605,-0.048999749,0.006447336,0.033848513,0.008663607,-0.024822243,0.005399643,-0.00368707,-0.015070647,-0.009590412,0.001289467,-0.018858457,0.02095384,-0.007414436,-0.008421832,0.000715251,-0.015473605,0.02901301,0.020309107,-0.003707218,0.016360113,-0.008663607,0.018939048,0.001218949,0.00358633,-0.003284112,0.036427446,0.02192094,0.022888042,-0.024661059,0.008341241,-0.024338692,-0.00950982,-0.017166032,0.046743184,-0.018052539,-0.012975262,0.002800561,-0.012008162,-0.013055854,0.028368276,-0.057381287,0.018697273,-0.043519516,-0.018052539,0.001370059,-0.019342007,0.022404492,0.017166032,-0.004351952,0.001611834,-0.028207093,0.001319689,0.025950525,0.025305793,0.017488398,-0.045776084,-0.024983425,0.005117572,-0.010879879,0.020147923,-0.00999337,0.022082124,0.000337478,-0.018777864,0.007978578,-0.039328746,0.000249331,0.04287478,-0.012411121,-0.023532774,0.006527927,0.028207093,0.009348636,0.006084673,-0.007293548,-0.022082124,-0.017085439,0.02047029,-0.007817394,0.003243816,-0.008381536,-0.00523846,-0.004674318,-0.051256318,0.019986739,-0.009912779,0.040940579,0.006527927,-0.002861005,0.035460345,0.026434075,0.015393013,-0.005359347,-0.012733487,-0.025628159,0.019664373,-0.018536089,0.025305793,-0.009912779,0.032397863,0.047387917,0.000674955,0.031108394,-0.008381536,-0.002558786,-0.01096047,-0.004674318,0.002115532,0.000275775,0.02047029,0.036427446,-0.027401175,-0.030302476,-0.000410514,0.006769702,0.024822243,-0.011041062,0.028690644,0.019180823,-0.016763072,-0.037072178,-0.027078809,0.038845196,0.05996022,-0.037233364,-0.000377774,0.006487631,0.006729406,0.033848513,-0.019422598,-0.007092069,-0.001621908,0.026111709,-0.002498342,0.014345322,-0.019342007,0.017891357,-0.014587097,-0.004533283,-0.020147923,0.001430503,-0.009711299,0.049644485,0.001410355,-0.010315737,0.003082632,-0.00271997,-0.023371592,0.006729406,0.025144609,0.023210408,0.004976537,-0.000278293,-0.025305793,0.012330529,-0.019019639,-0.00640704,-0.006286152,0.017971948,-0.002327085,0.016924256,-0.015795972,-0.012491712,-0.011282837,0.003022189,0.01047692,0.027239993,0.012008162,0.003263964,0.026434075,0.035621528,-0.024338692,-0.012652896,0.024822243,0.000654807,0.028368276,0.011202246,0.016440706,0.016360113,-0.026917625,-0.019744964,0.013217038,0.011363429,-0.003928845,-0.028690644,0.001440577,-0.037716914,0.023693958,0.018374907,0.011927571,-0.042552415,0.012169346,-0.009953074,0.011444021,0.019503189,-0.016279522,0.003243816,-0.022888042,-0.024016324,-0.007897986,-0.006487631,-0.010638104,-0.041907679,-0.025950525,-0.032881413,-0.022404492,-0.03094721,0.01378118,0.043519516,-0.010718695,0.020067332,0.037555728,-0.000215331,0.019664373,0.004916093,-0.040940579,-0.048999749,0.017407807,0.006648815,-0.014587097,-0.014506505,-0.047387917,-0.006729406,0.015393013,0.028851826,0.024983425,-0.009832187,-0.004996685,0.025466975,0.015070647,-0.004593727,-0.010073962,0.000685029,0.041262947,-0.006326448,0.021598574,0.025466975,0.02143739,-0.007253252,0.029174194,-0.012169346,0.011605204,-0.008623311,-0.002024866,-0.001450651,0.025144609,0.004009437,0.02852946,-0.003002041,-0.02143739,-0.027401175,-0.02998011,0.023210408,0.016279522,0.017166032,-0.020228514,0.011202246,-0.014103547,0.009590412,-0.014506505,-0.049966849,-0.009872482,0.002558786,-0.036105078,0.004009437,0.010718695,-0.004996685,0.003707218,-0.008663607,0.012894671,-0.003022189,-0.002901301,0.000886509,0.017327214,-0.027401175,-0.016601888,-0.010799287,-0.005883194,-0.026595259,-0.033526145,-0.004513135,0.010396329,0.017971948,-0.035782713,-0.041585315,-0.009026269,-0.001349911,0.005641419,-0.001329763,0.003747514,-0.005319052,-0.005883194,-0.000277034,0.021115024,0.02901301,-0.027562359,0.044486616,-0.071887791,-0.002861005,-0.003404999,-0.005319052,0.003022189,0.024499875,0.034493245,-0.009106861,0.016037747,-0.005439939,0.050289217,0.003404999,-0.013619997,0.021115024,0.021759758,0.022243308,-0.002578934,-0.000579253,-0.054157618,-0.012088754,0.00737414,-0.030786026,-0.019825557,0.003969141,-0.002558786,0.022243308,0.029335376,-0.024016324,0.006527927,0.012814079,-0.019019639,0.012249937,-0.004694466,-0.002266641,-0.014022955,0.023049224,-0.020631474,-0.025466975,-0.037072178,0.002266641,-0.013378222,0.006124969,0.012491712,0.017407807,-0.009872482,0.031108394,0.010315737,0.032881413,-0.006648815,0.009832187,0.024338692,0.03094721,0.016279522,-0.022726858,0.03094721,-0.040134665,0.008139761,0.006809998,0.018294314,0.01523183,-0.03046366,-0.007172661,-0.007293548,0.003243816,0.006124969,-0.006729406,-0.003183372,0.047387917,0.006124969,-0.000375255,-0.024661059,0.022243308,-0.004492987,0.012330529,-0.02949656,0.027078809,-0.021759758,-0.004069881,0.013700588,-0.033526145,-0.009066566,-0.023049224,0.017891357,0.007212956,0.029818926,-0.023049224,-0.006689111,0.030302476,0.009147157,-0.005439939,-0.003042337,0.034815613,0.027078809,-0.055447087,-0.018616682,0.016763072,-0.013136446,-0.018616682,0.034009695,-0.003465443,-0.035621528,-0.002004718,0.01329763,0.023532774,-0.003525887,-0.005722011,-0.011363429,0.027239993,-0.016601888,-0.015473605,0.022565674,0.013136446,-0.021598574,-0.002538638,0.033203777,0.006245856,0.020631474,-0.001390207,0.013942363,-0.022082124,0.012733487,-0.006769702,0.024661059,-0.026595259,-0.003485591,-0.004513135,0.037555728,0.018133132,-0.026595259,0.024338692,-0.033687327,0.016924256,0.006608519,0.022243308,-0.033848513,-0.028368276,0.002538638,0.012894671,0.001183691,0.014990055,0.028207093,0.010879879,-0.012411121,0.012975262,0.006286152,0.002397603,-0.036427446,0.015070647,-0.030141294,0.015312422,0.017568989,-0.009348636,0.019583782,0.039651114,-0.006165265,0.004916093,-0.021276208,0.011766387,0.029335376,-0.004190768,-0.012894671,0.026756443,0.007092069,-0.024016324,-0.037716914,-0.001309615,0.048999749,-0.01474828,-0.032236677,0.025466975,0.011363429,0.043519516,0.007575619,0.034332063,-0.019019639,-0.011766387,-0.018858457,0.000056351,-0.004492987,0.000554068,0.003364703,-0.025144609,-0.062216789,0.001254208,0.033364963,0.005681715,0.02143739,0.007414436,-0.023855142,0.013539405,-0.032236677,-0.007857691,0.009348636,0.018536089,-0.018697273,0.031269576,-0.018616682,0.018455498,-0.006124969,-0.003143076,-0.010638104,0.000982211,0.023855142,-0.01047692,0.023049224,0.00640704,0.021115024,-0.009872482,0.019261414,0.026756443,-0.00427136,0.008502424,0.019906148,0.045776084,-0.008824791,0.005963786,-0.012814079,-0.016521297,-0.012249937,0.010033666,-0.017166032,0.014184138,-0.022726858,0.010879879,0.034493245,0.001359985,0.00640704,0.000972137,-0.027078809,0.013619997,-0.030302476,0.009388932,-0.001007396,0.016440706,0.017488398,-0.006447336,0.022888042,-0.00737414,-0.006366744,-0.005883194,-0.007454732,0.027562359,0.005802602,-0.003747514,-0.026434075,0.018213723,0.008462128,-0.003848253,-0.004049733,-0.014990055,-0.006004081,-0.01047692,-0.014425913,0.030624844,-0.015715381,-0.024338692,0.007495028,0.002820709,-0.021276208,-0.005399643,-0.057381287,-0.061249688,-0.013055854,0.02901301,0.01474828,-0.024177508,-0.026595259,0.012411121,-0.011927571,-0.007253252,-0.011927571,0.015070647,-0.019100232,0.015795972,-0.01096047,-0.024822243,0.003989289,0.012088754,-0.039006379,-0.050611585,0.000295923,-0.010718695,0.017327214,-0.01426473,-0.010194849,-0.044486616,0.015554197,-0.019744964,-0.005157868,0.006648815,-0.013539405,-0.024499875,0.018939048,0.039328746,-0.009429228,0.011363429,0.069308855,-0.001193765,0.030302476,-0.012572304,0.024983425,-0.008623311,0.00320352,0.039328746,0.008824791,-0.024822243,-0.00523846,0.013619997,-0.008300944,-0.038845196,0.00950982,-0.023855142,-0.004936241,0.031108394,-0.033526145,-0.006044377,-0.000785769,-0.013458813,-0.051256318,0.030302476,-0.013700588,0.02192094,0.003626626,-0.018777864,-0.014990055,0.013055854,-0.007736803,-0.010073962,-0.015312422,0.034493245,-0.011282837,-0.040134665,-0.023855142,0.006689111,-0.003022189,0.026111709,-0.017568989,-0.014506505,-0.011444021,0.005681715,0.038845196,0.016279522,-0.002407677,-0.00640704,0.003566182,-0.005157868,0.012652896,-0.013619997,-0.013458813,-0.004875797,0.002367381,-0.009630707,-0.009388932,0.000337478,-0.019019639,-0.009671004,-0.034332063,-0.013861772,0.018213723,0.007736803,0.005439939,-0.042230047,0.040618215,0.007051773,-0.013619997,-0.026756443,0.020309107,0.002014792,0.002206198,0.003062484,-0.027562359,0.048677385,-0.005802602,-0.042230047,-0.011282837,-0.02047029,0.013458813,0.015312422,-0.010033666,-0.031914312,-0.001133321,-0.039006379,0.003727366,-0.032559045,0.008623311,0.019664373,0.057058919,-0.016037747,0.009106861,-0.023855142,0.012975262,-0.015876563,0.00689059,-0.01426473,0.039006379,-0.026595259,-0.008059169,-0.028690644,0.030302476,-0.028045909,0.01378118,-0.003344555,0.006971181,-0.025950525,0.000871398,-0.017568989,-0.024983425,-0.002458047,-0.024338692,-0.001642056,-0.012814079,0.000181331,0.017246623,0.015070647,-0.008744199,0.030141294,0.025789343,-0.016118338,-0.04384188,-0.042230047,-0.039167564,0.022726858,-0.023210408,0.009711299,0.009469524,0.019503189,-0.007938282,-0.001239097,0.00737414,0.029335376,0.014828872,0.043519516,-0.029335376,-0.04287478,0.017166032,-0.015957156,0.004210916,0.029335376,-0.035299163,0.032559045,-0.02095384,0.026756443,-0.023210408,-0.001037618,0.008220353,-0.031914312,0.002216272,-0.030141294,0.007092069,0.015554197,-0.001229023,-0.014022955,-0.002981893,-0.006326448,-0.034976795,0.012411121,-0.024499875,-0.026111709,0.015070647,0.036427446,0.01523183,0.060282588], 
13       'exact': True, 
14       'limit': 10
15     }
16   }, {
17     '$project': {
18       '_id': 0, 
19       'plot': 1, 
20       'title': 1, 
21       'score': {
22         '$meta': 'vectorSearchScore'
23       }
24     }
25   }
26 ]
27 
28 # run pipeline
29 result = client["sample_mflix"]["embedded_movies"].aggregate(pipeline)
30 
31 # print results
32 for i in result:
33     print(i)
34

1 {'plot': 'During WW2 the Russian Army sent a special group named "Zvezda" to fight the Nazis in their backyard.', 'title': 'The Star', 'score': 0.7459506392478943}
2 {'plot': "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.", 'title': 'P-51 Dragon Fighter', 'score': 0.7430292367935181}
3 {'plot': 'April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.', 'title': 'Fury', 'score': 0.7428240776062012}
4 {'plot': "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...", 'title': 'Memphis Belle', 'score': 0.7340154647827148}
5 {'plot': 'The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...', 'title': 'The Young Lions', 'score': 0.7327103614807129}
6 {'plot': 'Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.', 'title': 'White Tiger', 'score': 0.732368528842926}
7 {'plot': 'The story of ordinary men during WWII as seen from three different points of View.', 'title': 'The Fallen', 'score': 0.7301670908927917}
8 {'plot': 'A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.', 'title': 'War Pigs', 'score': 0.7290490865707397}
9 {'plot': 'Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...', 'title': 'The Red Baron', 'score': 0.728823184967041}
10 {'plot': 'In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.', 'title': 'Battle of Britain', 'score': 0.7270985245704651}

Voltar

Referência de índice

Explicar os resultados da query

1	db.<collection>.aggregate([
2	{
3	"$vectorSearch": {
4	<query-syntax>
5	}
6	},
7	{
8	"$project": {
9	"<field-to-include>": 1,
10	"<field-to-exclude>": 0,
11	"score": { "$meta": "vectorSearchScore" }
12	}
13	}
14	])

1	db.embedded_movies.aggregate([
2	{
3	"$vectorSearch": {
4	"index": "vector_index",
5	"path": "plot_embedding_voyage_3_large",
6	"queryVector": TIME_TRAVEL_EMBEDDING,
7	"numCandidates": 150,
8	"limit": 10,
9	"quantization": "scalar"
10	}
11	},
12	{
13	"$project": {
14	"_id": 0,
15	"plot": 1,
16	"title": 1,
17	"score": { $meta: "vectorSearchScore" }
18	}
19	}
20	])

1	[
2	{
3	plot: 'At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.',
4	title: 'About Time',
5	score: 0.7710106372833252
6	},
7	{
8	plot: 'A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.',
9	title: 'Retroactive',
10	score: 0.760047972202301
11	},
12	{
13	plot: 'A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...',
14	title: 'A.P.E.X.',
15	score: 0.7576861381530762
16	},
17	{
18	plot: 'An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.',
19	title: 'Timecop',
20	score: 0.7576561570167542
21	},
22	{
23	plot: 'After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.',
24	title: 'Back to the Future Part II',
25	score: 0.7521393895149231
26	},
27	{
28	plot: 'A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.',
29	title: 'Thrill Seekers',
30	score: 0.7509932518005371
31	},
32	{
33	plot: 'Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...',
34	title: 'Timerider: The Adventure of Lyle Swann',
35	score: 0.7502642869949341
36	},
37	{
38	plot: 'Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.',
39	title: 'The Time Machine',
40	score: 0.7502503395080566
41	},
42	{
43	plot: 'A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.',
44	title: "The Time Traveler's Wife",
45	score: 0.749496340751648
46	},
47	{
48	plot: 'A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.',
49	title: 'The Final Countdown',
50	score: 0.7469133734703064
51	}
52	]

1	[
2	{
3	plot: 'A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.',
4	title: 'Chitty Chitty Bang Bang',
5	year: 1968,
6	score: 0.7489712834358215
7	},
8	{
9	plot: 'A pilot, stranded in the desert, meets a little boy who is a prince on a planet.',
10	title: 'The Little Prince',
11	year: 1974,
12	score: 0.7346078753471375
13	},
14	{
15	plot: 'In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.',
16	title: 'In Search of the Castaways',
17	year: 1962,
18	score: 0.7281590104103088
19	},
20	{
21	plot: 'An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.',
22	title: 'Bedknobs and Broomsticks',
23	year: 1971,
24	score: 0.720349133014679
25	},
26	{
27	plot: "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.",
28	title: 'Pastoral Hide and Seek',
29	year: 1974,
30	score: 0.7195663452148438
31	},
32	{
33	plot: 'In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...',
34	title: 'Peter Pan',
35	year: 1960,
36	score: 0.7195032238960266
37	},
38	{
39	plot: 'When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...',
40	title: 'The Cowboys',
41	year: 1972,
42	score: 0.717952311038971
43	},
44	{
45	plot: 'When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.',
46	title: 'The 7th Voyage of Sinbad',
47	year: 1958,
48	score: 0.7148033380508423
49	},
50	{
51	plot: 'A red balloon with a life of its own follows a little boy around the streets of Paris.',
52	title: 'The Red Balloon',
53	year: 1956,
54	score: 0.7147064805030823
55	},
56	{
57	plot: 'This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...',
58	title: 'Perri',
59	year: 1957,
60	score: 0.712087094783783
61	}
62	]

1	{ "plot" : "At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.", "title" : "About Time", "score" : 0.7710106372833252 }
2	{ "plot" : "A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.", "title" : "Retroactive", "score" : 0.76004797220230103 }
3	{ "plot" : "A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...", "title" : "A.P.E.X.", "score" : 0.75768613815307617 }
4	{ "plot" : "An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.", "title" : "Timecop", "score" : 0.75765615701675415 }
5	{ "plot" : "After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.", "title" : "Back to the Future Part II", "score" : 0.7521393895149231 }
6	{ "plot" : "A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.", "title" : "Thrill Seekers", "score" : 0.75099325180053711 }
7	{ "plot" : "Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...", "title" : "Timerider: The Adventure of Lyle Swann", "score" : 0.75026428699493408 }
8	{ "plot" : "Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.", "title" : "The Time Machine", "score" : 0.75025033950805664 }
9	{ "plot" : "A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.", "title" : "The Time Traveler's Wife", "score" : 0.74949634075164795 }
10	{ "plot" : "A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.", "title" : "The Final Countdown", "score" : 0.7469133734703064 }

1	{ "_id" : { "$oid" : "573a1396f29313caabce34d3" }, "plot" : "A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.", "title" : "Chitty Chitty Bang Bang", "year" : 1968, "score" : 0.74897128343582153 }
2	{ "_id" : { "$oid" : "573a1396f29313caabce5648" }, "plot" : "A pilot, stranded in the desert, meets a little boy who is a prince on a planet.", "title" : "The Little Prince", "year" : 1974, "score" : 0.73460787534713745 }
3	{ "_id" : { "$oid" : "573a1395f29313caabce1b8d" }, "plot" : "In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.", "title" : "In Search of the Castaways", "year" : 1962, "score" : 0.72815901041030884 }
4	{ "_id" : { "$oid" : "573a1396f29313caabce43e1" }, "plot" : "An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.", "title" : "Bedknobs and Broomsticks", "year" : 1971, "score" : 0.72034913301467896 }
5	{ "_id" : { "$oid" : "573a1396f29313caabce54e6" }, "plot" : "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.", "title" : "Pastoral Hide and Seek", "year" : 1974, "score" : 0.71956634521484375 }
6	{ "_id" : { "$oid" : "573a1395f29313caabce143b" }, "plot" : "In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...", "title" : "Peter Pan", "year" : 1960, "score" : 0.71950322389602661 }
7	{ "_id" : { "$oid" : "573a1396f29313caabce49bf" }, "plot" : "When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...", "title" : "The Cowboys", "year" : 1972, "score" : 0.71795231103897095 }
8	{ "_id" : { "$oid" : "573a1394f29313caabce0951" }, "plot" : "When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.", "title" : "The 7th Voyage of Sinbad", "year" : 1958, "score" : 0.71480333805084229 }
9	{ "_id" : { "$oid" : "573a1394f29313caabce000d" }, "plot" : "A red balloon with a life of its own follows a little boy around the streets of Paris.", "title" : "The Red Balloon", "year" : 1956, "score" : 0.71470648050308228 }
10	{ "_id" : { "$oid" : "573a1394f29313caabce074d" }, "plot" : "This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...", "title" : "Perri", "year" : 1957, "score" : 0.71208715438842773 }

1	Title: About Time
2	Plot: At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.
3	Score: 0.7710106372833252
4
5	Title: Retroactive
6	Plot: A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.
7	Score: 0.760047972202301
8
9	Title: A.P.E.X.
10	Plot: A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...
11	Score: 0.7576861381530762
12
13	Title: Timecop
14	Plot: An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.
15	Score: 0.7576561570167542
16
17	Title: Back to the Future Part II
18	Plot: After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.
19	Score: 0.7521393895149231
20
21	Title: Thrill Seekers
22	Plot: A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.
23	Score: 0.7509932518005371
24
25	Title: Timerider: The Adventure of Lyle Swann
26	Plot: Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...
27	Score: 0.7502642869949341
28
29	Title: The Time Machine
30	Plot: Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.
31	Score: 0.7502503395080566
32
33	Title: The Time Traveler's Wife
34	Plot: A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.
35	Score: 0.749496340751648
36
37	Title: The Final Countdown
38	Plot: A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.
39	Score: 0.7469133734703064

1	Title: Chitty Chitty Bang Bang
2	Plot: A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.
3	Year: 1968
4	Score: 0.7489712834358215
5
6	Title: The Little Prince
7	Plot: A pilot, stranded in the desert, meets a little boy who is a prince on a planet.
8	Year: 1974
9	Score: 0.7346078753471375
10
11	Title: In Search of the Castaways
12	Plot: In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.
13	Year: 1962
14	Score: 0.7281590104103088
15
16	Title: Bedknobs and Broomsticks
17	Plot: An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.
18	Year: 1971
19	Score: 0.720349133014679
20
21	Title: Pastoral Hide and Seek
22	Plot: A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.
23	Year: 1974
24	Score: 0.7195663452148438
25
26	Title: Peter Pan
27	Plot: In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...
28	Year: 1960
29	Score: 0.7195032238960266
30
31	Title: The Cowboys
32	Plot: When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...
33	Year: 1972
34	Score: 0.717952311038971
35
36	Title: The 7th Voyage of Sinbad
37	Plot: When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.
38	Year: 1958
39	Score: 0.7148033380508423
40
41	Title: The Red Balloon
42	Plot: A red balloon with a life of its own follows a little boy around the streets of Paris.
43	Year: 1956
44	Score: 0.7147064805030823
45
46	Title: Perri
47	Plot: This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...
48	Year: 1957
49	Score: 0.7120871543884277

1	{"plot": "At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.", "title": "About Time", "score": 0.7710106372833252}
2	{"plot": "A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.", "title": "Retroactive", "score": 0.760047972202301}
3	{"plot": "A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...", "title": "A.P.E.X.", "score": 0.7576861381530762}
4	{"plot": "An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.", "title": "Timecop", "score": 0.7576561570167542}
5	{"plot": "After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.", "title": "Back to the Future Part II", "score": 0.7521393895149231}
6	{"plot": "A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.", "title": "Thrill Seekers", "score": 0.7509932518005371}
7	{"plot": "Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...", "title": "Timerider: The Adventure of Lyle Swann", "score": 0.7502642869949341}
8	{"plot": "Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.", "title": "The Time Machine", "score": 0.7502503395080566}
9	{"plot": "A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.", "title": "The Time Traveler's Wife", "score": 0.749496340751648}
10	{"plot": "A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.", "title": "The Final Countdown", "score": 0.7469133734703064}

1	{"plot": "A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.", "title": "Chitty Chitty Bang Bang", "year": 1968, "score": 0.7489712834358215}
2	{"plot": "A pilot, stranded in the desert, meets a little boy who is a prince on a planet.", "title": "The Little Prince", "year": 1974, "score": 0.7346078753471375}
3	{"plot": "In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.", "title": "In Search of the Castaways", "year": 1962, "score": 0.7281590104103088}
4	{"plot": "An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.", "title": "Bedknobs and Broomsticks", "year": 1971, "score": 0.720349133014679}
5	{"plot": "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.", "title": "Pastoral Hide and Seek", "year": 1974, "score": 0.7195663452148438}
6	{"plot": "In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...", "title": "Peter Pan", "year": 1960, "score": 0.7195032238960266}
7	{"plot": "When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...", "title": "The Cowboys", "year": 1972, "score": 0.717952311038971}
8	{"plot": "When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.", "title": "The 7th Voyage of Sinbad", "year": 1958, "score": 0.7148033380508423}
9	{"plot": "A red balloon with a life of its own follows a little boy around the streets of Paris.", "title": "The Red Balloon", "year": 1956, "score": 0.7147064805030823}
10	{"plot": "This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...", "title": "Perri", "year": 1957, "score": 0.7120871543884277}

1	'{"plot":"At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.","title":"About Time","score":0.7710106372833252}'
2	'{"plot":"A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.","title":"Retroactive","score":0.760047972202301}'
3	'{"plot":"A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...","title":"A.P.E.X.","score":0.7576861381530762}'
4	'{"plot":"An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.","title":"Timecop","score":0.7576561570167542}'
5	'{"plot":"After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.","title":"Back to the Future Part II","score":0.7521393895149231}'
6	'{"plot":"A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.","title":"Thrill Seekers","score":0.7509932518005371}'
7	'{"plot":"Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...","title":"Timerider: The Adventure of Lyle Swann","score":0.7502642869949341}'
8	'{"plot":"Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.","title":"The Time Machine","score":0.7502503395080566}'
9	`{"plot":"A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.","title":"The Time Traveler's Wife","score":0.749496340751648}`
10	'{"plot":"A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.","title":"The Final Countdown","score":0.7469133734703064}'

1	'{"plot":"A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.","title":"Chitty Chitty Bang Bang","year":1968,"score":0.7492260932922363}'
2	'{"plot":"A pilot, stranded in the desert, meets a little boy who is a prince on a planet.","title":"The Little Prince","year":1974,"score":0.734635591506958}'
3	'{"plot":"In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.","title":"In Search of the Castaways","year":1962,"score":0.7282257080078125}'
4	'{"plot":"An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.","title":"Bedknobs and Broomsticks","year":1971,"score":0.7203655242919922}'
5	`{"plot":"A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.","title":"Pastoral Hide and Seek","year":1974,"score":0.7198004722595215}`
6	'{"plot":"In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...","title":"Peter Pan","year":1960,"score":0.7196557521820068}'
7	'{"plot":"When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...","title":"The Cowboys","year":1972,"score":0.7186427116394043}'
8	'{"plot":"When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.","title":"The 7th Voyage of Sinbad","year":1958,"score":0.7148654460906982}'
9	'{"plot":"A red balloon with a life of its own follows a little boy around the streets of Paris.","title":"The Red Balloon","year":1956,"score":0.7147994041442871}'
10	'{"plot":"This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...","title":"Perri","year":1957,"score":0.712277889251709}'

1	{'plot': 'At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.', 'title': 'About Time', 'score': 0.7710106372833252}
2	{'plot': 'A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.', 'title': 'Retroactive', 'score': 0.760047972202301}
3	{'plot': 'A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...', 'title': 'A.P.E.X.', 'score': 0.7576861381530762}
4	{'plot': 'An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.', 'title': 'Timecop', 'score': 0.7576561570167542}
5	{'plot': 'After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.', 'title': 'Back to the Future Part II', 'score': 0.7521393895149231}
6	{'plot': 'A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.', 'title': 'Thrill Seekers', 'score': 0.7509932518005371}
7	{'plot': 'Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...', 'title': 'Timerider: The Adventure of Lyle Swann', 'score': 0.7502642869949341}
8	{'plot': 'Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.', 'title': 'The Time Machine', 'score': 0.7502503395080566}
9	{'plot': 'A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.', 'title': "The Time Traveler's Wife", 'score': 0.749496340751648}
10	{'plot': 'A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.', 'title': 'The Final Countdown', 'score': 0.7469133734703064}

1	{'plot': 'A down-on-his-luck inventor turns a broken-down Grand Prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.', 'title': 'Chitty Chitty Bang Bang', 'year': 1968, 'score': 0.7492260932922363}
2	{'plot': 'A pilot, stranded in the desert, meets a little boy who is a prince on a planet.', 'title': 'The Little Prince', 'year': 1974, 'score': 0.734635591506958}
3	{'plot': 'In 19th century England young Mary Grant and her brother Robert Grant embark on a dangerous quest to find their missing father,sea captain Grant,who vanished somewhere along the Chilean coast.', 'title': 'In Search of the Castaways', 'year': 1962, 'score': 0.7282257080078125}
4	{'plot': 'An apprentice witch, three kids and a cynical conman search for the missing component to a magic spell useful to the defense of Britain.', 'title': 'Bedknobs and Broomsticks', 'year': 1971, 'score': 0.7203655242919922}
5	{'plot': "A young boys' coming of age tale set in a strange, carnivalesque village becomes the recreation of a memory that the director has twenty years later.", 'title': 'Pastoral Hide and Seek', 'year': 1974, 'score': 0.7198004722595215}
6	{'plot': 'In this magical tale about the boy who refuses to grow up, Peter Pan and his mischievous fairy sidekick Tinkerbell visit the nursery of Wendy, Michael, and John Darling. With a sprinkling ...', 'title': 'Peter Pan', 'year': 1960, 'score': 0.7196557521820068}
7	{'plot': 'When his cattle drivers abandon him for the gold fields, rancher Wil Andersen is forced to take on a collection of young boys as his drivers in order to get his herd to market in time to ...', 'title': 'The Cowboys', 'year': 1972, 'score': 0.7186427116394043}
8	{'plot': 'When a princess is shrunken by an evil wizard, Sinbad must undertake a quest to an island of monsters to cure her and prevent a war.', 'title': 'The 7th Voyage of Sinbad', 'year': 1958, 'score': 0.7148654460906982}
9	{'plot': 'A red balloon with a life of its own follows a little boy around the streets of Paris.', 'title': 'The Red Balloon', 'year': 1956, 'score': 0.7147994041442871}
10	{'plot': 'This True Life Fantasy follows and shows how the life of a female squirrel, Perri, in the forest is filled with danger and fraught with peril. When not fleeing her natural enemy, the Marten...', 'title': 'Perri', 'year': 1957, 'score': 0.712277889251709}

1	[
2	{
3	plot: 'During WW2 the Russian Army sent a special group named "Zvezda" to fight the Nazis in their backyard.',
4	title: 'The Star',
5	score: 0.7459506392478943
6	},
7	{
8	plot: "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.",
9	title: 'P-51 Dragon Fighter',
10	score: 0.7430292367935181
11	},
12	{
13	plot: 'April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.',
14	title: 'Fury',
15	score: 0.7428240776062012
16	},
17	{
18	plot: "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...",
19	title: 'Memphis Belle',
20	score: 0.7340154647827148
21	},
22	{
23	plot: 'The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...',
24	title: 'The Young Lions',
25	score: 0.7327103614807129
26	},
27	{
28	plot: 'Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.',
29	title: 'White Tiger',
30	score: 0.732368528842926
31	},
32	{
33	plot: 'The story of ordinary men during WWII as seen from three different points of View.',
34	title: 'The Fallen',
35	score: 0.7301670908927917
36	},
37	{
38	plot: 'A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.',
39	title: 'War Pigs',
40	score: 0.7290490865707397
41	},
42	{
43	plot: 'Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...',
44	title: 'The Red Baron',
45	score: 0.728823184967041
46	},
47	{
48	plot: 'In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.',
49	title: 'Battle of Britain',
50	score: 0.7270985245704651
51	}
52	]

1	{ "_id" : { "$oid" : "573a13aaf29313caabd2144d" }, "plot" : "During WW2 the Russian Army sent a special group named \"Zvezda\" to fight the Nazis in their backyard.", "title" : "The Star" }
2	{ "_id" : { "$oid" : "573a13e1f29313caabdbc094" }, "plot" : "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.", "title" : "P-51 Dragon Fighter" }
3	{ "_id" : { "$oid" : "573a13e1f29313caabdbbce8" }, "plot" : "April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.", "title" : "Fury" }
4	{ "_id" : { "$oid" : "573a1399f29313caabcec130" }, "plot" : "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...", "title" : "Memphis Belle" }
5	{ "_id" : { "$oid" : "573a1394f29313caabce0d70" }, "plot" : "The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...", "title" : "The Young Lions" }
6	{ "_id" : { "$oid" : "573a13daf29313caabdad76b" }, "plot" : "Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.", "title" : "White Tiger" }
7	{ "_id" : { "$oid" : "573a13aef29313caabd2e8d0" }, "plot" : "The story of ordinary men during WWII as seen from three different points of View.", "title" : "The Fallen" }
8	{ "_id" : { "$oid" : "573a13f1f29313caabddb924" }, "plot" : "A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.", "title" : "War Pigs" }
9	{ "_id" : { "$oid" : "573a13adf29313caabd2a8cf" }, "plot" : "Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...", "title" : "The Red Baron" }
10	{ "_id" : { "$oid" : "573a1396f29313caabce39a8" }, "plot" : "In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.", "title" : "Battle of Britain" }

1	Title: The Star
2	Plot: During WW2 the Russian Army sent a special group named "Zvezda" to fight the Nazis in their backyard.
3	Score: 0.7459506392478943
4
5	Title: P-51 Dragon Fighter
6	Plot: As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.
7	Score: 0.7430292367935181
8
9	Title: Fury
10	Plot: April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.
11	Score: 0.7428240776062012
12
13	Title: Memphis Belle
14	Plot: It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...
15	Score: 0.7340154647827148
16
17	Title: The Young Lions
18	Plot: The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...
19	Score: 0.7327103614807129
20
21	Title: White Tiger
22	Plot: Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.
23	Score: 0.732368528842926
24
25	Title: The Fallen
26	Plot: The story of ordinary men during WWII as seen from three different points of View.
27	Score: 0.7301670908927917
28
29	Title: War Pigs
30	Plot: A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.
31	Score: 0.7290490865707397
32
33	Title: The Red Baron
34	Plot: Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...
35	Score: 0.728823184967041
36
37	Title: Battle of Britain
38	Plot: In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.
39	Score: 0.7270985245704651

1	{"plot": "During WW2 the Russian Army sent a special group named \"Zvezda\" to fight the Nazis in their backyard.", "title": "The Star", "score": 0.7459505200386047}
2	{"plot": "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.", "title": "P-51 Dragon Fighter", "score": 0.7430291771888733}
3	{"plot": "April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.", "title": "Fury", "score": 0.7428240180015564}
4	{"plot": "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...", "title": "Memphis Belle", "score": 0.7340154647827148}
5	{"plot": "The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...", "title": "The Young Lions", "score": 0.7327103614807129}
6	{"plot": "Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.", "title": "White Tiger", "score": 0.7323684692382812}
7	{"plot": "The story of ordinary men during WWII as seen from three different points of View.", "title": "The Fallen", "score": 0.7301670908927917}
8	{"plot": "A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.", "title": "War Pigs", "score": 0.7290489673614502}
9	{"plot": "Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...", "title": "The Red Baron", "score": 0.7288231253623962}
10	{"plot": "In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.", "title": "Battle of Britain", "score": 0.7270984649658203}

1	'{"plot":"During WW2 the Russian Army sent a special group named \\"Zvezda\\" to fight the Nazis in their backyard.","title":"The Star","score":0.7459506392478943}'
2	`{"plot":"As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.","title":"P-51 Dragon Fighter","score":0.7430292367935181}`
3	'{"plot":"April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.","title":"Fury","score":0.7428240776062012}'
4	`{"plot":"It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...","title":"Memphis Belle","score":0.7340154647827148}`
5	'{"plot":"The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...","title":"The Young Lions","score":0.7327103614807129}'
6	'{"plot":"Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.","title":"White Tiger","score":0.732368528842926}'
7	'{"plot":"The story of ordinary men during WWII as seen from three different points of View.","title":"The Fallen","score":0.7301670908927917}'
8	'{"plot":"A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.","title":"War Pigs","score":0.7290490865707397}'
9	'{"plot":"Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...","title":"The Red Baron","score":0.728823184967041}'
10	'{"plot":"In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.","title":"Battle of Britain","score":0.7270985245704651}'

1	{'plot': 'During WW2 the Russian Army sent a special group named "Zvezda" to fight the Nazis in their backyard.', 'title': 'The Star', 'score': 0.7459506392478943}
2	{'plot': "As World War Two rages on, the allies are about to push the Nazis out of North Africa. That's when the Nazis turn up the heat, unleashing their secret Weapon - dragons.", 'title': 'P-51 Dragon Fighter', 'score': 0.7430292367935181}
3	{'plot': 'April, 1945. As the Allies make their final push in the European Theatre, a battle-hardened Army sergeant named Wardaddy commands a Sherman tank and his five-man crew on a deadly mission behind enemy lines. Outnumbered, out-gunned, and with a rookie soldier thrust into their platoon, Wardaddy and his men face overwhelming odds in their heroic attempts to strike at the heart of Nazi Germany.', 'title': 'Fury', 'score': 0.7428240776062012}
4	{'plot': "It's May 1943 at a US Army Air Corps base in England. The four officers and six enlisted men of the Memphis Belle - a B-17 bomber so nicknamed for the girlfriend of its stern and stoic ...", 'title': 'Memphis Belle', 'score': 0.7340154647827148}
5	{'plot': 'The destiny of three soldiers during World War II. The German officer Christian Diestl approves less and less of the war. Jewish-American Noah Ackerman deals with antisemitism at home and ...', 'title': 'The Young Lions', 'score': 0.7327103614807129}
6	{'plot': 'Great Patriotic War, early 1940s. After barely surviving a battle with a mysterious, ghostly-white Tiger tank, Red Army Sergeant Ivan Naydenov becomes obsessed with its destruction.', 'title': 'White Tiger', 'score': 0.732368528842926}
7	{'plot': 'The story of ordinary men during WWII as seen from three different points of View.', 'title': 'The Fallen', 'score': 0.7301670908927917}
8	{'plot': 'A rag tag unit of misfits known as the War Pigs must go behind enemy lines to exterminate Nazis by any means necessary.', 'title': 'War Pigs', 'score': 0.7290490865707397}
9	{'plot': 'Baron Manfred von Richthofen is the most feared and celebrated pilot of the German air force in World War I. To him and his companions, air combats are events of sporty nature, technical ...', 'title': 'The Red Baron', 'score': 0.728823184967041}
10	{'plot': 'In 1940, the British Royal Air Force fights a desperate battle vs. the Nazi Germany Air Force for control of British air space to prevent a Nazi invasion of Britain.', 'title': 'Battle of Britain', 'score': 0.7270985245704651}

Observação

Definição

Pesquisa ANN

Observação

Pesquisa ENN

Sintaxe

Campos

Clientes aceitos

Limitações

Comportamento

Índice de Vector Search do MongoDB

Pontuação de Vector Search do MongoDB

Exemplo

Observação

Pré-filtro de Vector Search do MongoDB

Observação

Considerações

Exemplo

Exemplo

numCandidates Seleção

Paralelização da Execução de Consultas Entre Segmentos

Observação

Exemplos

Pré-requisitos

Observação

Exemplos de ANN

Dica

Exemplos adicionais de filtro

Dica

Exemplos adicionais de filtro

Dica

Exemplos adicionais de filtro

Dica

Exemplos adicionais de filtro

Dica

Exemplos adicionais de filtro

Dica

Exemplos adicionais de filtro

Exemplos de ENN

Receber um selo de habilidade

`numCandidates` Seleção