Deploy CLI Now Available

LangChain has announced the deploy CLI, a new set of commands within the langgraph-cli package that simplifies deploying and managing AI agents directly from the command line. The primary command, langgraph deploy, enables one-step deployment of agents to LangSmith Deployment.

Key Features

The deploy CLI handles the entire deployment workflow automatically:

• Automated Infrastructure Setup: The CLI builds Docker images for your local LangGraph project and provisions all necessary infrastructure, including Postgres for data persistence and Redis for message streaming
• CI/CD Ready: Easily integrate into existing workflows with GitHub Actions, GitLab CI, or Bitbucket Pipelines
• Additional Management Commands:
  • langgraph deploy list — view all deployments in your workspace
  • langgraph deploy logs — access deployment logs
  • langgraph deploy delete — remove deployments
  • langgraph deploy --help — view all available commands

Getting Started

The new commands are available now in the latest version of langgraph-cli. You can quickly get started using:

uvx --from langgraph-cli langgraph deploy

LangChain also released new deep agent and simple agent templates that you can generate with langgraph new to help you scaffold new projects quickly.

Detailed documentation is available at the LangChain docs.