$vectorSearch with pre-filtering on ObjectId

MongoDB Atlas Vector Search
1

Greetings all.
I have followed the guide on using $vectorSearch. But I cannot find any reference to ObjectId.
How to filter by an ObjectId?
I’ve tried the following but it produces an error:

"filter": {
  "location_id": { "$eq": location_id }
}

where location_id is an ObjectId.
The error is the following: “pymongo.errors.OperationFailure: Operand type is not supported for $vectorSearch: objectId”.
Thank you!

1 Like
2

Hey,
You might want to take a look at SuperDuperDB GitHub - SuperDuperDB/superduperdb: 🔮 SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data.
It has out of box support for vector search with atlas.

Let us know if it helps in solving your problem, also
Leave a star at GitHub - SuperDuperDB/superduperdb: 🔮 SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data. :star2:

Thanks