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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-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/observability-icon-dark.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=b0303c6ccdbd4092129f47f2de55ef73

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-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=db3e9998c05f5c21838e2fc166c837d9

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=1e340ae86c7abd95db2bf73737d25902

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=cacbbb6e8d02e630ae76302a3268848e

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-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=aadb61a7f18b86ea61abc6121bb8a09a

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-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/deep-agents-icon.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=2957034fa3f3a37acde1de451930cc4a

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/langchain-icon.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=8d1a0a7db242f85c685f89b390765ad3

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-v15cha-1779827592-24b9c53/W2FfV-hPZva8BuT7/images/brand/langgraph-icon.png?fit=max&auto=format&n=W2FfV-hPZva8BuT7&q=85&s=bed9a09f6a8a112669e5f97a4c0e1d86

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.