Supported Vector Databases
Mongodb
MongoDB
MongoDB is a versatile document database that supports vector search capabilities, allowing for efficient high-dimensional similarity searches over large datasets with robust scalability and performance.
Usage
Config
Here are the parameters available for configuring MongoDB:
Parameter | Description | Default Value |
---|---|---|
db_name | Name of the MongoDB database | "mem0_db" |
collection_name | Name of the MongoDB collection | "mem0_collection" |
embedding_model_dims | Dimensions of the embedding vectors | 1536 |
mongo_uri | The mongo URI connection string | mongodb://username:password@localhost:27017 |
Note: If Mongo_uri is not provided it will default to mongodb://username:password@localhost:27017.