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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-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/observability-icon-dark.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=4fa12a2cc5e638521208379e9ea75681

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-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=a4858ac93ae4d33eadc74555f1bce0e7

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=76855b86b9d2c189c8d54a8e558d8cea

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=7d037c9ca58caebc5b8145234f6e4641

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-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=01a45d24b15fbe9b08eb44b295a0c218

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-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/deep-agents-icon.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=2ba2b08673c37aaefcac32b789105e07

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/langchain-icon.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=706d8fe28f3c12909601303d6f20a59a

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-vicmda-1780088974-0fb0763/Q4SYJSjvEUrrf6nW/images/brand/langgraph-icon.png?fit=max&auto=format&n=Q4SYJSjvEUrrf6nW&q=85&s=523165dad9dd8df1bd8eceb7b9e451eb

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.