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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-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/observability-icon-dark.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=ce2f098ec7b08b4079d1754c3243adfc

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-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=66e0e37044a8ba33196a8437cf934b23

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=8e61025cd58bceba69edc1f3a8910518

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=146d0a35b3dbc29208b6e229b955a7b7

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-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=2b30bcdd5cb601f113a59e174c2686ee

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-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/deep-agents-icon.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=e5c7ae04379d5f1ae0ca3473a19b948c

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/langchain-icon.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=9bc43a06e4f5a5600014589b86b6bf3e

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-docsup-1779999816-f03693e/1qwS37AXt8b9rXw-/images/brand/langgraph-icon.png?fit=max&auto=format&n=1qwS37AXt8b9rXw-&q=85&s=895b459aa54d7335a821c00298e5e344

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.