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  • OpenAI
  • Anthropic
  • Google
  • AWS
  • Microsoft
General integrations
  • Chat models
  • Tools and Toolkits
  • LLMs
  • Key-value stores
  • Document transformers
  • Model caches
  • Memory
  • Callbacks
RAG integrations
  • Retrievers
  • Embeddings
  • Vector stores
  • Document loaders

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Integrations
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Reference
Contributing
LangChain
LangGraph
Integrations
Learn
Reference
Contributing
  • GitHub
  • Forum
  • General integrations

    Memory

    Astra DB

    Aurora DSQL

    Azure Cosmos DB MongoDB vCore

    Azure Cosmos DB NoSQL

    Cassandra

    Cloudflare D1

    Convex

    DynamoDB

    File

    Firestore

    Google Cloud SQL PostgreSQL

    IPFS Datastore

    Mem0 Memory

    Momento

    MongoDB

    Motorhead Memory

    PlanetScale

    PostgreSQL

    Redis

    Upstash Redis

    Xata

    Zep Memory

    Zep Memory Cloud

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