AsyncAzureCosmosDBNoSqlVectorSearch

Access the query embedding object.

Async factory to create an AsyncAzureCosmosDBNoSqlVectorSearch.

Create vectorstore from an endpoint with AAD credential.

Create vectorstore from an endpoint with access key.

Close the underlying CosmosDB client if owned by this instance.

Call this when the vectorstore was created via a factory method (from_endpoint_and_aad or from_endpoint_and_key) to release the connection. Alternatively, use the instance as an async context manager.

Not implemented. Use aadd_texts instead.

Add texts to the vectorstore asynchronously.

Create vectorstore from raw texts asynchronously.

Not implemented. Use afrom_texts instead.

Remove documents by IDs asynchronously.

Remove a specific document by ID asynchronously.

Not implemented. Use asimilarity_search instead.

Return docs most similar to query asynchronously.

Run similarity search with distance asynchronously.

Return docs most similar to the given embedding vector.

Return docs using maximal marginal relevance asynchronously.

Return docs using maximal marginal relevance by vector.

Get the container for the vector store.

Return retriever initialised from this VectorStore.