Package opensearch contains an implementation of the VectorStore interface that connects to Opensearch.

ToRetriever takes a vector store and returns a retriever using the vector store to retrieve documents.

WithDeduplicater returns an Option for setting the deduplicater that could be used when adding documents.

WithEmbedder returns an Option for setting the embedder that could be used when adding documents or doing similarity search (instead the embedder from the Store context) this is useful when we are using multiple LLMs with single vectorstore.

WithFilters searches can be limited based on metadata filters.

WithNameSpace returns an Option for setting the name space.

Options is a set of options for similarity search and add documents.

Retriever is a retriever for vector stores.

VectorStore is the interface for saving and querying documents in the form of vector embeddings.

Option is a function that configures an Options.