> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# LangSmith docs

**LangSmith is a framework-agnostic platform for developing, debugging, and deploying AI agents and LLM applications.**
It helps you trace requests, evaluate outputs, test prompts, and manage deployments in one place. LangSmith works with any agent stack, whether you're using an existing framework or building your own. Prototype locally, then move to production with integrated monitoring and evaluation to build more reliable AI agents.

## Get started

<Steps>
  <Step title="Create an account" icon="user-plus">
    Sign up at [smith.langchain.com](https://smith.langchain.com) (no credit card required).
    You can log in with **Google**, **GitHub**, or **email**.
  </Step>

  <Step title="Create an API key" icon="key">
    Go to your [Settings page](https://smith.langchain.com/settings) → **API Keys** → **Create API Key**.
    Copy the key and save it securely.
  </Step>

  <Step title="Choose your integration" icon="plug">
    LangSmith works with many frameworks and providers including OpenAI, Anthropic, CrewAI, Vercel AI SDK, Pydantic AI, and more.
    Browse [available integrations](/langsmith/integrations) to connect your stack.
  </Step>
</Steps>

Once your account and API key are ready, choose a quickstart to begin building with LangSmith:

<Columns cols={3}>
  <Card title="Observability" icon="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8/_irzQHoZ1wxhxtqF/images/brand/observability-icon-dark.png?fit=max&auto=format&n=_irzQHoZ1wxhxtqF&q=85&s=06203c519e5d496a460854080a2698b2" href="/langsmith/observability-quickstart" arrow="true" cta="Start tracing" width="200" height="200" data-path="images/brand/observability-icon-dark.png">
    Gain visibility into every step your application takes to debug faster and improve reliability.
  </Card>

  <Card title="Evaluation" icon="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8/_irzQHoZ1wxhxtqF/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=_irzQHoZ1wxhxtqF&q=85&s=d900d68e72d1f45cb6220296ecd2c6be" href="/langsmith/evaluation-quickstart" arrow="true" cta="Evaluate your app" width="200" height="200" data-path="images/brand/evaluation-icon-dark.png">
    Measure and track quality over time to ensure your AI applications are consistent and trustworthy.
  </Card>

  <Card title="Deployment" icon="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8/_irzQHoZ1wxhxtqF/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=_irzQHoZ1wxhxtqF&q=85&s=1151881c678bc8242b9f84331ea82860" href="/langsmith/deployment" arrow="true" cta="Deploy your agents" width="200" height="200" data-path="images/brand/deployment-icon-dark.png">
    Deploy your agents as Agent Servers, ready to scale in production.
  </Card>
</Columns>

### More ways to build

<Columns cols={2}>
  <Card title="Fleet" icon="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8/_irzQHoZ1wxhxtqF/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=_irzQHoZ1wxhxtqF&q=85&s=18fc6de6db2590cd51d61390b4ba9892" href="/langsmith/fleet/index" arrow="true" cta="Build an agent" width="203" height="203" data-path="images/brand/fleet-icon-dark.png">
    Design and deploy AI agents visually with a no-code interface—perfect for rapid prototyping and getting started without writing code.
  </Card>

  <Card title="Prompt engineering" icon="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8/_irzQHoZ1wxhxtqF/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=_irzQHoZ1wxhxtqF&q=85&s=c15017e9b55256bba0423ff64c2ea988" href="/langsmith/prompt-engineering-quickstart" arrow="true" cta="Test your prompts" width="200" height="200" data-path="images/brand/prompt-engineering-icon.png">
    Iterate on prompts with built-in versioning and collaboration to ship improvements faster.
  </Card>

  <Card title="Platform setup" href="/langsmith/platform-setup" icon="server-2" arrow="true" cta="Choose how to set up LangSmith">
    Use LangSmith in managed cloud, in a self-hosted environment, or hybrid to match your infrastructure and compliance needs.
  </Card>

  <Card title="Studio" icon="window" href="/langsmith/quick-start-studio" arrow="true" cta="Develop with Studio">
    Use a visual interface to design, test, and refine applications end-to-end.
  </Card>
</Columns>

<Callout icon="shield-lock" color="#4F46E5" iconType="regular">
  LangSmith meets the highest standards of data security and privacy with HIPAA, SOC 2 Type 2, and GDPR compliance. For more information, see the [Trust Center](https://trust.langchain.com/).
</Callout>

## Workflow

LangSmith combines observability, evaluation, deployment, and platform setup in one integrated workflow—from local development to production.

<img className="block dark:hidden" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8/SyTMKpXXhKC2QFru/langsmith/images/overview-light.svg?fit=max&auto=format&n=SyTMKpXXhKC2QFru&q=85&s=317f919b7c2b4ddd8a241136fc162be9" alt="Diagram showing how LangSmith integrates observability, evaluation, deployment, and platform setup in a single workflow from development to production." width="1138" height="549" data-path="langsmith/images/overview-light.svg" />

<img className="hidden dark:block" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1774360645-bf2eec8/SyTMKpXXhKC2QFru/langsmith/images/overview-dark.svg?fit=max&auto=format&n=SyTMKpXXhKC2QFru&q=85&s=77f71f5cf5234f335ba14a737afca8d0" alt="Diagram showing how LangSmith integrates observability, evaluation, deployment, and platform setup in a single workflow from development to production." width="1157" height="549" data-path="langsmith/images/overview-dark.svg" />

***

<div className="source-links">
  <Callout icon="edit">
    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/langsmith/home.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
  </Callout>

  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
  </Callout>
</div>
