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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-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/observability-icon-dark.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=412a48c0445e43d4e2b6d6912602c457

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-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=b5bb6b2d486ad32369c74a8398169883

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=11a2563bb3705e7bcf2ec01dc3f51a6b

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=34c60e1ff3feb597fc75d2bccc5263c4

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-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=257aa32cc8b36c1917debd0efed9e047

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-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/deep-agents-icon.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=00c5d4fa2a317b720ace46584b4dde85

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/langchain-icon.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=83ebfd0caabb40d67b7b38d0f6e05535

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-docsdo-1779981383-3e8c739/mFfzF4Y8pj5F1W8u/images/brand/langgraph-icon.png?fit=max&auto=format&n=mFfzF4Y8pj5F1W8u&q=85&s=379e1cbf4416f8d21bfa4ab8aff87dc7

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.