Zep vector store.
It provides methods for adding texts or documents to the store, searching for similar documents, and deleting documents.
Search scores are calculated using cosine similarity normalized to [0, 1].
The name of the collection in the Zep store.
The API key for the Zep API.
Unavailable for ZepCloud
Run more texts through the embeddings and add to the vectorstore.
Run more texts through the embeddings and add to the vectorstore.
Return docs most similar to query using specified search type.
Return docs most similar to query using specified search type.
Return docs most similar to query.
Run similarity search with distance.
Return docs most similar to query.
Return docs most similar to query.
Unsupported in Zep Cloud
Unsupported in Zep Cloud
Return docs selected using the maximal marginal relevance.
Maximal marginal relevance optimizes for similarity to query AND diversity among selected documents.
Return docs selected using the maximal marginal relevance.
Unsupported in Zep Cloud
Unsupported in Zep Cloud
Class method that returns a ZepVectorStore instance initialized from texts.
If the collection does not exist, it will be created.
Delete by Zep vector UUIDs.
ids : Optional[List[str]] The UUIDs of the vectors to delete.
ValueError If no UUIDs are provided.
