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LangSmith is a framework-agnostic platform for building, debugging, and deploying AI agents and LLM applications. Trace requests, evaluate outputs, test prompts, and manage deployments all in one place, with your agent stack.

Get started

Create an account

Sign up at smith.langchain.com (no credit card required). You can log in with Google, GitHub, or email.

Create an API key

Go to your Settings pageAPI KeysCreate API Key. Copy the key and save it securely.

Choose your integration

LangSmith works with many frameworks and providers. Browse available integrations to connect your stack.
Once your account and API key are ready, choose a quickstart to begin building with LangSmith:
https://mintcdn.com/langchain-5e9cc07a-preview-docsva-1776908745-0c598b9/e3YdvNcRc0pVVY_x/images/brand/observability-icon-dark.png?fit=max&auto=format&n=e3YdvNcRc0pVVY_x&q=85&s=9898eab55fd9ae9624da998c9dfa5093

Observability

Gain visibility into every step your application takes to debug faster and improve reliability.
https://mintcdn.com/langchain-5e9cc07a-preview-docsva-1776908745-0c598b9/e3YdvNcRc0pVVY_x/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=e3YdvNcRc0pVVY_x&q=85&s=e739730c95c3f2d691e578d8d76496cb

Evaluation

Measure and track quality over time to ensure your AI applications are consistent and trustworthy.
https://mintcdn.com/langchain-5e9cc07a-preview-docsva-1776908745-0c598b9/e3YdvNcRc0pVVY_x/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=e3YdvNcRc0pVVY_x&q=85&s=dff307ffa4774ae05085b8e603f4760d

Deployment

Deploy your agents as Agent Servers, ready to scale in production.

More ways to build

https://mintcdn.com/langchain-5e9cc07a-preview-docsva-1776908745-0c598b9/e3YdvNcRc0pVVY_x/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=e3YdvNcRc0pVVY_x&q=85&s=a63e56ca4dadf7e9910edc934c71a9f7

Fleet

Design and deploy AI agents visually without writing code.
https://mintcdn.com/langchain-5e9cc07a-preview-docsva-1776908745-0c598b9/e3YdvNcRc0pVVY_x/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=e3YdvNcRc0pVVY_x&q=85&s=2eb3e4b462474a665bbd6ce1e00fec17

Prompt engineering

Iterate on prompts with built-in versioning and collaboration to ship improvements faster.

LangSmith CLI

Query and manage traces, datasets, experiments, and more from the terminal.

Studio

Use a visual interface to design, test, and refine applications end-to-end.

Infrastructure

Platform setup

Use LangSmith in managed cloud, in a self-hosted environment, or hybrid to match your infrastructure and compliance needs.

Security & compliance

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.

Workflow

LangSmith combines observability, evaluation, deployment, and platform setup in one integrated workflow—from local development to production. Diagram showing how LangSmith integrates observability, evaluation, deployment, and platform setup in a single workflow from development to production.