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Documentation Index

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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-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/observability-icon-dark.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=fa95b86af7b0e3d8b7a845f1a763b004

Observability

See exactly how your agent thinks and acts with detailed tracing and aggregate trend metrics.

Engine (Beta)

Automatically detect and resolve recurring issues in your tracing projects.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=093907370afcb30e954145cde52ecfd6

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=6e3e656ec348aeec0e878e0d0f0a8d33

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=2f2ef60efd5593b265667b9d3bb0e7f0

Deployment

Ship your agent in one click, using scalable infrastructure built for long-running tasks.

LLM Gateway (Private beta)

Proxy LLM calls to enforce spend limits, redact sensitive data, and centrally manage provider credentials.
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-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=ab288418b45138aacd23da5941f2fd0c

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-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/deep-agents-icon.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=719a3d0b865c0d39c24d24a8eca3304d

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/langchain-icon.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=34b21b0dafc7820a79bc1cd51fda0eb3

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780067944-ae3214f/5Yei3dgR8aRx0MdJ/images/brand/langgraph-icon.png?fit=max&auto=format&n=5Yei3dgR8aRx0MdJ&q=85&s=220914d53ce9cb7d84cd475d99898cd1

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.