重要
Atlas CLI バージョン 1.52.0 以降、atlas deployments コマンドは非推奨です。ローカル配置には atlas local コマンドを使用します。このチュートリアルを atlas local コマンドを使用するように更新しました。
このチュートリアルでは、atlas local コマンドを使用してMongoDB Searchインデックスの作成、クエリの実行、ローカル配置でMongoDB ベクトル検索 を操作する方法を説明します。
前提条件を完了する
始める前に、次の前提条件を完了してください。
重要
依存関係リスト内の各製品の互換性情報については、製品のインストール ドキュメントを参照してください。
例（MacOS）:
brew install mongodb-atlas-cli 他のオペレーティング システムの Atlas CLI をインストールする手順については、「 Atlas CLIのインストールまたは更新 」を参照してください。
Install mongosh version 2.0 or later.
例（MacOS）:
brew install mongosh To learn about the
mongoshinstall instructions for other operating systems, see Install mongosh.(Optional) Install Compass version 1.39.4 or later.
例（MacOS）:
brew install mongodb-compass To learn about the Compass install instructions for other operating systems, see Download and Install Compass.
MongoDB Database Toolsをインストールします。
例（MacOS）:
brew tap mongodb/brew && brew install mongodb-database-tools 他のオペレーティング システムのMongoDB Database Toolsをインストールする手順については、Database Tools のインストール を参照してください。
MacOS またはWindowsの場合は、 Docker Desktop v4.31+ をインストールします。
Linuxの場合は、Docker Engine v27.0+ をインストールします。
Atlas 配置の作成。
例:
atlas local setup 詳細については、「 Atlas 配置のローカル配置の作成 」を参照してください。
重要
MongoDB ベクトル検索で Atlas CLI を使用するには、 MongoDB 7.0.5 以降で Atlas 配置を作成する必要があります。以前のMongoDBバージョンでローカル Atlas 配置を作成した場合、自動的に最新のMongoDBバージョンは取得されません。以前のイメージと配置を削除する必要があります。その後、新しい Atlas 配置を作成する必要があります。
サンプル データをダウンロードしてロードします。
例:
サンプル データをダウンロードするには、次のコマンドを実行します。
curl https://atlas-education.s3.amazonaws.com/sampledata.archive -o sampledata.archive 次のコマンドをコピーしてターミナルに貼り付け、
{port-number}を配置用のポートに置き換えます。mongorestore --archive=sampledata.archive --port={port-number}
制限事項を確認する
次の制限が適用されます。
同時検索は実行できません。
ブール値句は1024を超えることはできません。
MongoDB Search インデックスの作成とクエリの実行
Use the atlas local command to work with MongoDB Search. To learn more, see MongoDB Search.
このコマンドは、次の方法で実行できます。
対話モード: コマンドはMongoDB Search 設定を要求します。
注意
インタラクティブ モードでは、デフォルト設定で基本的なMongoDB Searchインデックスを作成できます。
非対話型モード（フラグ） : 指定されたオプションを使用して コマンドを実行します。 コマンドでは、それ以上の値を指定するように求められません。
非対話型モード（構成ファイル） : 構成ファイルで指定された設定を持つ コマンドを実行します。 コマンドでは、それ以上の値を指定するように求められません。
次のいずれかのタブをクリックすると、ご希望モードのコマンドが表示されます。
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サンプル クエリを実行します。
db.movies.aggregate([ { $search: { "index": "searchIndex", "text": { "query": "baseball", "path": "plot" } } }, { $limit: 5 }, { $project: { "_id": 0, "title": 1, "plot": 1 } } ])
[ { plot: 'A trio of guys try and make up for missed opportunities in childhood by forming a three-player baseball team to compete against standard children baseball squads.', title: 'The Benchwarmers' }, { plot: 'A young boy is bequeathed the ownership of a professional baseball team.', title: 'Little Big League' }, { plot: 'A trained chimpanzee plays third base for a minor-league baseball team.', title: 'Ed' }, { plot: 'The story of the life and career of the famed baseball player, Lou Gehrig.', title: 'The Pride of the Yankees' }, { plot: 'Babe Ruth becomes a baseball legend but is unheroic to those who know him.', title: 'The Babe' } ]
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サンプル クエリを実行します。
db.movies.aggregate([ { $search: { "index": "searchIndex", "text": { "query": "baseball", "path": "plot" } } }, { $limit: 5 }, { $project: { "_id": 0, "title": 1, "plot": 1 } } ])
[ { plot: 'A trio of guys try and make up for missed opportunities in childhood by forming a three-player baseball team to compete against standard children baseball squads.', title: 'The Benchwarmers' }, { plot: 'A young boy is bequeathed the ownership of a professional baseball team.', title: 'Little Big League' }, { plot: 'A trained chimpanzee plays third base for a minor-league baseball team.', title: 'Ed' }, { plot: 'The story of the life and career of the famed baseball player, Lou Gehrig.', title: 'The Pride of the Yankees' }, { plot: 'Babe Ruth becomes a baseball legend but is unheroic to those who know him.', title: 'The Babe' } ]
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サンプル クエリを実行します。
db.movies.aggregate([ { $search: { "index": "searchIndex", "text": { "query": "baseball", "path": "plot" } } }, { $limit: 5 }, { $project: { "_id": 0, "title": 1, "plot": 1 } } ])
[ { plot: 'A trio of guys try and make up for missed opportunities in childhood by forming a three-player baseball team to compete against standard children baseball squads.', title: 'The Benchwarmers' }, { plot: 'A young boy is bequeathed the ownership of a professional baseball team.', title: 'Little Big League' }, { plot: 'A trained chimpanzee plays third base for a minor-league baseball team.', title: 'Ed' }, { plot: 'The story of the life and career of the famed baseball player, Lou Gehrig.', title: 'The Pride of the Yankees' }, { plot: 'Babe Ruth becomes a baseball legend but is unheroic to those who know him.', title: 'The Babe' } ]
Atlas 配置でMongoDB ベクトル検索 を使用する
Use the atlas local command to work with MongoDB Vector Search on a local deployment. To learn more, see How to Index Vector Embeddings for Vector Search.
重要
MongoDB ベクトル検索で Atlas CLI を使用するには、 MongoDB 7.0.5 以降で Atlas 配置を作成する必要があります。以前のMongoDBバージョンでローカル Atlas 配置を作成した場合、自動的に最新のMongoDBバージョンは取得されません。以前のイメージと配置を削除する必要があります。その後、新しい Atlas 配置を作成する必要があります。
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3
query-embeddings.jsファイルを作成します。
クエリ埋め込みを保存するには、
query-embeddings.jsという名前のファイルを作成します。string
fantasy adventureの次の埋め込みをコピーしてquery-embeddings.jsファイルに貼り付けます。QUERY_EMBEDDING = 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query-embeddings.jsファイルを保存します。
6
7
サンプル クエリを実行します。
db.embedded_movies.aggregate([ { "$vectorSearch": { "index": "vectorSearchIndex", "path": "plot_embedding", "queryVector": QUERY_EMBEDDING, "numCandidates": 150, "limit": 10 } }, { "$project": { "_id": 0, "plot": 1, "title": 1, "score": { $meta: "vectorSearchScore" } } } ])
[ { plot: 'When two girls move to the country to be near their ailing mother, they have adventures with the wonderous forest spirits who live nearby.', title: 'My Neighbor Totoro', score: 0.9999986886978149 }, { plot: "To escape a war, a girl flees to a remote farmhouse and becomes part of an expansive family's unusual, perhaps even supernatural lifestyle.", title: 'Black Moon', score: 0.8282386660575867 }, { plot: 'A shape-shifting mountain man and a group of children team up to protect an enchanted forest from evil lumberjacks.', title: 'Forest Warrior', score: 0.8196926712989807 }, { plot: 'A shape-shifting mountain man and a group of children team up to protect an enchanted forest from evil lumberjacks.', title: 'Forest Warrior', score: 0.8196901082992554 }, { plot: 'An adventurous girl finds another world that is a strangely idealized version of her frustrating home, but it has sinister secrets.', title: 'Coraline', score: 0.815956711769104 }, { plot: "Set in a medieval village that is haunted by a werewolf, a young girl falls for an orphaned woodcutter, much to her family's displeasure.", title: 'Red Riding Hood', score: 0.8112794160842896 }, { plot: 'Their women having been enslaved by the local pack of lesbian vampires thanks to an ancient curse, the remaining menfolk of a rural town send two hapless young lads out onto the moors as a sacrifice.', title: 'Vampire Killers', score: 0.8102427124977112 }, { plot: 'In a mythical land, a man and a young boy investigate a series of unusual occurrences.', title: 'Tales from Earthsea', score: 0.8100577592849731 }, { plot: 'Because of the actions of her irresponsible parents, a young girl is left alone on a decrepit country estate and survives inside her fantastic imagination.', title: 'Tideland', score: 0.8080059885978699 }, { plot: 'Two siblings discover a supernatural escape from a troubled home, but find their bond tested when reality threatens to tear their family apart.', title: 'One and Two', score: 0.8072565197944641 } ]
サポートされているアクション
atlas local がサポートするすべてのアクションについては、 atlas-local を参照してください。