Async Azure CosmosDB integrations.
Async cache that uses Cosmos DB NoSQL backend.
Async chat message history backed by Azure CosmosDB.
Asynchronous CosmosDB implementation of LangGraph BaseCache.
Uses the native azure.cosmos.aio async client for non-blocking I/O.
Sync methods (get, set, clear) delegate to the async
implementations via asyncio.run_coroutine_threadsafe.
Asynchronous CosmosDB implementation of BaseCheckpointSaver.
Uses the native azure.cosmos.aio async client for non-blocking I/O.
Sync methods (get_tuple, list, put, put_writes)
are provided for compatibility and delegate to the async implementations
via asyncio.run_coroutine_threadsafe.
Async Azure Cosmos DB-backed store with optional vector search.
Provides async LangGraph long-term memory persistence using Azure Cosmos DB.
Azure Cosmos DB for NoSQL async vector store.
To use, you should have both:
- the azure-cosmos python package installed
You can read more about vector search, full text search and hybrid search using AzureCosmosDBNoSQL here: https://learn.microsoft.com/en-us/azure/cosmos-db/nosql/vector-search https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/full-text-search https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/hybrid-search
Async retriever that uses Azure CosmosDB No Sql Search.
