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Documentation Index

Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-repurp-1779849905-bd7c92f.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-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/observability-icon-dark.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=cbd3bc12aa8f3f32c6a028e9f59f3ba1

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-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=147e096c990d73f9265dbfacad4924bf

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=dbf955e33053aa54eca734cb9925c1f0

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=0279381d576f3247ca55aecb63764487

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-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=ca761c52ea6ac6c1067e501f64a2179a

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-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/deep-agents-icon.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=c7b039c1eb0f0204c56fb701bb63ccbf

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/langchain-icon.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=797e7a665db6b3dcf95560edf0202ff7

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-repurp-1779849905-bd7c92f/j4LJfsNESBANRETo/images/brand/langgraph-icon.png?fit=max&auto=format&n=j4LJfsNESBANRETo&q=85&s=ab75c46fc001440372c4130756d54ca9

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.