Skip to main content

Documentation Index

Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1779463815-aea61a8.mintlify.app/llms.txt

Use this file to discover all available pages before exploring further.

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-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/observability-icon-dark.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=ec037febf98a74d51c59992236fac611

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-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=a39dfe78d44d8a081b853552a536fbf4

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=8b275a9d6b4dd3daa8e3715b7e34e330

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=5c3704d2bb18d6c6395606307045e7c1

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-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=01fb4bc8fbded91032962c07282c5d9b

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-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/deep-agents-icon.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=8aeed9ef519ec132d87f6f1f2c0e2c42

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/langchain-icon.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=b3b9ee179911b5a41c0cd5ce237cc59a

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1779463815-aea61a8/fNSiJ6IvEWBCyzH-/images/brand/langgraph-icon.png?fit=max&auto=format&n=fNSiJ6IvEWBCyzH-&q=85&s=99d470bea7899d7c4c16816b901422e9

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.