RedisVectorDatabase - Superlinked

Redis implementation of the VectorDatabase. This class provides a Redis-based vector database connector.

Constructor

RedisVectorDatabase(host, port, default_query_limit=10, search_algorithm=SearchAlgorithm.FLAT, vector_precision=Precision.FLOAT16, **extra_params)

Initialize the RedisVectorDatabase with connection parameters and search configuration.

host

str

required

The hostname of the Redis server.

port

int

required

The port number of the Redis server.

default_query_limit

int

default:"10"

Default vector search limit, set to Redis’s default of 10.

search_algorithm

SearchAlgorithm

default:"SearchAlgorithm.FLAT"

The algorithm to use for vector search. Defaults to FLAT.

vector_precision

Precision

default:"Precision.FLOAT16"

Precision to use for storing vectors. Defaults to FLOAT16.

**extra_params

Any

Additional parameters for the Redis connection.

Inheritance Chain: