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Documentation Index

Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-andyye-1778820730-7214c62.mintlify.app/llms.txt

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Documentation

LangChain is the platform for agent engineering. AI teams at Clay, Rippling, Cloudflare, Workday, and more trust LangChain’s products to engineer reliable agents.

LangSmith

LangSmith is a platform that helps AI teams use live production data for continuous testing and improvement. LangSmith provides:
https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/observability-icon-dark.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=adb70a72db5f663120387ab008f5a453

Observability

See exactly how your agent thinks and acts with detailed tracing and aggregate trend metrics.
https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=71955a46bac0bee470d265a161b30e0f

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=32b406ae8313279dd7f893a5f61fdcf4

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=6ba10aaa361a88b39da556d64cba4d83

Deployment

Ship your agent in one click, using scalable infrastructure built for long-running tasks.
LangSmith meets the highest standards of data security and privacy with HIPAA, SOC 2 Type 2, and GDPR compliance. Meet with our team to learn more or visit our Trust Center.

LangSmith Fleet

https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=2a26c05bf2ebe67228aec80c73152453

Fleet

Create helpful AI agents without code. Start from a template, connect your accounts, and let the agent handle routine work while you stay in control.

Open source agent frameworks

https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/deep-agents-icon.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=9348895d93de402666bbc7855e92c954

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/langchain-icon.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=8f839be74fbaa7b06641578e180e0227

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-andyye-1778820730-7214c62/fBbpMxi7WRz3OwDW/images/brand/langgraph-icon.png?fit=max&auto=format&n=fBbpMxi7WRz3OwDW&q=85&s=f18680f8385221cd65e1cff4c37dfb6f

LangGraph (Python)

Control every step of your custom agent with low-level orchestration, memory, and human-in-the-loop support.

Get started

Build your first agent with LangChain

Sign up for LangSmith

Build an advanced agent with LangGraph

Enroll in LangChain Academy

Additional resources

Community forum

Ask questions, share solutions, and discuss best practices.

Community Slack

Connect with other builders and get quick help.

Support portal

Submit tickets and track support requests.

LangSmith status

Real-time status of LangSmith services and APIs.