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Documentation Index

Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-cbclea-1779438149-9d7c578.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-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/observability-icon-dark.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=accdb2ef359a5d4b81e1017bfd900f0d

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-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=a1f99c1c13bcad06d64e5ee14fed3a41

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=aef8a7f32d53d81d8b858b4e22d8c088

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=ec8befcf79bc8af71a01142c3c65a80d

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-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=ca9052df12d77f2c3da43dd236e4991b

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-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/deep-agents-icon.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=97a51f8fce903398ef4527431e4891f6

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/langchain-icon.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=2857c7ca3b5456ffdcaafb34bbbe5fc3

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-cbclea-1779438149-9d7c578/ahmI8WWlKln5v-KL/images/brand/langgraph-icon.png?fit=max&auto=format&n=ahmI8WWlKln5v-KL&q=85&s=a6605905605fdbb5ba8e63806717a2b3

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.