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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-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/observability-icon-dark.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=fcf2090366a8b63b1ee06b9b2a8d64ad

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-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=8765c0d07ad1a62129196bf28d16da57

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=bd76a171d2eb27cc906d94a877ab162d

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=53b8e59f2617db231ce198b313b7d9cd

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-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=9b4e589791f52f2a0de5a82749b3aa87

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-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/deep-agents-icon.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=d8b530a9cdbbb87d7cd040095ed4b7c2

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/langchain-icon.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=c1ea13f01ea1bb54942d879569d583c1

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1780069467-dc8133d/lGJ6q3ZvhDD2KXS9/images/brand/langgraph-icon.png?fit=max&auto=format&n=lGJ6q3ZvhDD2KXS9&q=85&s=0663b3db82c5e957f2e7e4c4f94e1c61

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.