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• LangChain integrations
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• All providers

Popular Providers

• OpenAI
• Anthropic (Claude)
• Google
• AWS (Amazon)
• Hugging Face
• Microsoft
• Ollama
• Groq

Integrations by component

• Chat models
• Tools and toolkits
• Middleware
• Retrievers
• Text splitters
• Embedding models
• Vector stores
• Document loaders
• Key-value stores

LangChain offers an extensive ecosystem with 1000+ integrations across chat & embedding models, tools & toolkits, document loaders, vector stores, and more.

Chat modelsEmbedding modelsTools and toolkits

To see a full list of integrations by component type, refer to the categories in the sidebar.

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Popular providers

Provider	Package	Downloads	Latest version
OpenAI	langchain-openai			✅
Google (Vertex AI)	langchain-google-vertexai			✅
Google (GenAI)	langchain-google-genai			✅
Anthropic (Claude)	langchain-anthropic			✅
AWS	langchain-aws			✅
Ollama	langchain-ollama			✅
Chroma	langchain-chroma			✅
Groq	langchain-groq			✅
Huggingface	langchain-huggingface			✅
Cohere	langchain-cohere			✅
Pinecone	langchain-pinecone			✅
Postgres	langchain-postgres			✅
Databricks	databricks-langchain			✅
MistralAI	langchain-mistralai			✅
Fireworks	langchain-fireworks			✅
Nvidia AI Endpoints	langchain-nvidia-ai-endpoints			❌
Perplexity	langchain-perplexity			✅
MongoDB	langchain-mongodb			✅
IBM	langchain-ibm			✅
Deepseek	langchain-deepseek			✅
Qdrant	langchain-qdrant			✅
Milvus	langchain-milvus			✅
Tavily	langchain-tavily			✅
Elasticsearch	langchain-elasticsearch			✅
xAI (Grok)	langchain-xai			✅
LiteLLM	langchain-litellm			N/A
DataStax Astra DB	langchain-astradb			✅
Azure AI	langchain-azure-ai			✅
Redis	langchain-redis			✅
Together	langchain-together			✅
MCP Toolbox (Google)	toolbox-langchain			❌
Google (Community)	langchain-google-community			❌
Unstructured	langchain-unstructured			✅
Neo4J	langchain-neo4j			✅
Graph RAG	langchain-graph-retriever			❌
Sambanova	langchain-sambanova			❌

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All providers

See all providers or search for a provider using the search field. Community integrations can be found in langchain-community.

If you’d like to contribute an integration, see the contributing guide.

Edit the source of this page on GitHub.

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