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Documentation Index

Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1779338558-1a9c41a.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-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/observability-icon-dark.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=3be9997b2a4106c1b3651fb2ccca2eb2

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-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=8dcde2e19250d9778b3442113b83ac33

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=3c87a36229345057b0d0b22101cd8a4e

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=580e9f6a6bf555bcaed1634d053be68a

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-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=71e152f15025890a4103507700fed601

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-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/deep-agents-icon.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=c2cbd7f9f8a5f5dc3fc8d813da6a0e30

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/langchain-icon.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=7490852ae6904722fa69e9a34e36d49f

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779338558-1a9c41a/G79-llLyNrl_2_bd/images/brand/langgraph-icon.png?fit=max&auto=format&n=G79-llLyNrl_2_bd&q=85&s=ec84ff636e58db3b15308d75a9b38a95

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.