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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-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/observability-icon-dark.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=303689ee93ed0d2c636d72dbf3e47d44

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-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=58e535e371cff56320a1504e203a6934

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=4733d3521eb2c49077817936ff31525d

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=1a995bc0373739d9cff65074ce59b63c

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-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=f43f6c8e2bfd3aa264ce2981e868d316

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-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/deep-agents-icon.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=b49b728318bd80e7887833d59650710d

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/langchain-icon.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=de1c11b730a5801e200f6390e4706126

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-hunter-1779825596-dac3ae1/uJyczQvjxecgHqox/images/brand/langgraph-icon.png?fit=max&auto=format&n=uJyczQvjxecgHqox&q=85&s=231122e1d621d5bc9f0b8bee7eef4f4b

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.