DockerDocker ComposePythonOpenAI/LangChaincagent (Docker's agent runtime)intermediate30 min

Docker + agent containerization

Reproducible, scalable multi-agent AI pipelines running anywhere Docker does, with easy orchestration and tool integration via MCP.

Prerequisites

  • →Docker Desktop/Engine 20.10+
  • →Docker Compose v2
  • →Python 3.10+
  • →OpenAI/Anthropic/etc API key
  • →Git (optional). For cagent: Download binary or brew install.

Further reading