Hologres

Add embeddings to the vectorstore.

Run more texts through the embeddings and add to the vectorstore.

Run similarity search with Hologres with distance.

Return docs most similar to embedding vector.

Return docs most similar to query.

Return VectorStore initialized from texts and embeddings. Hologres connection string is required "Either pass it as a parameter or set the HOLOGRES_CONNECTION_STRING environment variable. Create the connection string by calling HologresVector.connection_string_from_db_params

Construct Hologres wrapper from raw documents and pre- generated embeddings.

Return VectorStore initialized from documents and embeddings. Hologres connection string is required "Either pass it as a parameter or set the HOLOGRES_CONNECTION_STRING environment variable. Create the connection string by calling HologresVector.connection_string_from_db_params

Get instance of an existing Hologres store.This method will return the instance of the store without inserting any new embeddings

Return VectorStore initialized from documents and embeddings. Hologres connection string is required "Either pass it as a parameter or set the HOLOGRES_CONNECTION_STRING environment variable. Create the connection string by calling HologresVector.connection_string_from_db_params

Return connection string from database parameters.