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Documentation Index

Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-mdrxyo-1779336777-59064a9.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-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/observability-icon-dark.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=c525dfc5e0ecbeceb98a7bf34941263e

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-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=95c1a0e64ba4fd16d95c10ff288f4a9c

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=10637d3eb922259749937f45e87998e2

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=b0c41c9687053f053335814d99dd45e6

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-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=05f859d173c93bfca4bcf4c114f9afa0

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-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/deep-agents-icon.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=926dc6fb4c8530c6696dae4a693cda09

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/langchain-icon.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=35bc501844fc60cf250bd4f9edcc687a

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-mdrxyo-1779336777-59064a9/rKkeIujI99v5dRUY/images/brand/langgraph-icon.png?fit=max&auto=format&n=rKkeIujI99v5dRUY&q=85&s=6bca9dfaf38e7b794b43dd65c60f9034

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.