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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-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/observability-icon-dark.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=611cb794624e3dd3c95bea43d0993a85

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-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=28c17784870727c8f1bda21ab88a8f22

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=9d73935467476e528a3083d8fe43c9f6

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=28b244771ff0e2db95a690bc8433d001

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-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=b2a20ae46728e8295a8f76f9dbfcb3c4

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-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/deep-agents-icon.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=14028148cf6bc220fa7694c893479382

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/langchain-icon.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=4a7671eb7b541fc74abee05e966001e8

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-update-1779292205-527cc0f/sHxIlz_VMm9v2dsY/images/brand/langgraph-icon.png?fit=max&auto=format&n=sHxIlz_VMm9v2dsY&q=85&s=b474f9c82e129e684a3d22691cb8a3d7

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.