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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-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/observability-icon-dark.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=ce80483d66fd34b3eff5934229e0da59

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-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=3bbdcfe6145bba7ff7f350f990ff0f8c

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=a264d53d1ac1d6c2ecf0c89c56b91e5e

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=a14ecb84d3faa72a20b6560bf6f640f3

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-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=2dd7b2274471e62c3171ca057da88d98

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-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/deep-agents-icon.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=8adc41dad0103608479256ace32fe2fd

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/langchain-icon.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=2a0aef5a1812077bad8df700f7e8930d

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-docsad-1780072755-a0a75c0/NFHpZImI3d2QTBYa/images/brand/langgraph-icon.png?fit=max&auto=format&n=NFHpZImI3d2QTBYa&q=85&s=694987d164d0256d7dc0d0fdf88b585c

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.