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(https://github.com/docker/docker-agent/blob/main/golang_developer.yaml) golang_developer.yaml        (golang_developer.yaml) (https://github.com/docker/docker-agent/blob/main/golang_developer.yaml) golang_developer.yaml              (main.go) (https://github.com/docker/docker-agent/blob/main/main.go) main.go        (main.go) (https://github.com/docker/docker-agent/blob/main/main.go) main.go            View all files        Repository files navigation  (docker-agent.html#)    README   (docker-agent.html#)    Apache-2.0 license   (docker-agent.html#)    Security     Moreitems               🤖 Docker Agent 🤖 (docker-agent.html#-docker-agent-)     Build, run, and share AI agents with a declarative YAML config, rich tool ecosystem, and multi-agent orchestration.  (https://github.com/docker/docker-agent/blob/main/docs/demo.gif) (docker agent in action)   What is Docker Agent? (docker-agent.html#what-is-docker-agent)     docker-agent lets you create and run intelligent AI agents that collaborate to solve complex problems — no code required. docker-agent is a docker CLI plugin and can be run with docker agent . Define agents in YAML, give them tools, and let them work. agents : root : model : openai/gpt-5-mini description : A helpful AI assistant instruction : | You are a knowledgeable assistant that helps users with various tasks. Be helpful, accurate, and concise in your responses.  toolsets :
      - type : mcp ref : docker:duckduckgo   docker agent run agent.yaml  Key Features (docker-agent.html#key-features)     Multi-agent architecture — Create teams of specialized agents that delegate tasks automatically Rich tool ecosystem — Built-in tools + any (https://modelcontextprotocol.io/) MCP server (local, remote, or Docker-based) AI provider agnostic — OpenAI, Anthropic, Gemini, AWS Bedrock, Mistral, xAI, (https://docs.docker.com/ai/model-runner/) Docker Model Runner , and more YAML configuration — Declarative, versionable, shareable Advanced reasoning — Built-in think, todo, and memory tools RAG — Pluggable retrieval with BM25, embeddings, hybrid search, and reranking Package & share — Push agents to any OCI registry, pull and run them anywhere  Install (docker-agent.html#install)     Docker Desktop (4.63+) — docker-agent CLI plugin is pre-installed. Just run docker agent . Homebrew — brew install docker-agent . Run docker-agent directly or symlink the binary to ~/.docker/cli-plugins/docker-agent and run docker agent . Binary releases — Download from (https://github.com/docker/docker-agent/releases) GitHub Releases . Symlink the docker-agent binary to ~/.docker/cli-plugins/docker-agent to be able to use docker agent , or use docker-agent directly. Set at least one API key (or use (https://docs.docker.com/ai/model-runner/) Docker Model Runner for local models): export OPENAI_API_KEY=sk-... # or ANTHROPIC_API_KEY, GOOGLE_API_KEY, etc.   See (https://docker.github.io/docker-agent/getting-started/set-up-a-model) Set Up a Model for the full walkthrough of both paths (cloud API key or local model). Quick Start (docker-agent.html#quick-start)     # Run the default agent docker agent run # Run from an OCI registry docker agent run myorg/agent:tag # Generate a new agent interactively docker agent new # Run your own config docker agent run agent.yaml  More examples in the (https://github.com/docker/docker-agent/blob/main/examples/README.md) examples/  directory. Documentation (docker-agent.html#documentation)     📖 (https://docker.github.io/docker-agent/) Full documentation   (https://docker.github.io/docker-agent/getting-started/installation) Installation · (https://docker.github.io/docker-agent/getting-started/set-up-a-model) Set Up a Model · (https://docker.github.io/docker-agent/getting-started/quickstart) Quick Start  (https://docker.github.io/docker-agent/concepts/agents) Agents · (https://docker.github.io/docker-agent/concepts/models) Models · (https://docker.github.io/docker-agent/concepts/tools) Tools · (https://docker.github.io/docker-agent/concepts/multi-agent) Multi-Agent  (https://docker.github.io/docker-agent/configuration/overview) Configuration Reference  (https://docker.github.io/docker-agent/features/tui) TUI · (https://docker.github.io/docker-agent/features/cli) CLI · (https://docker.github.io/docker-agent/features/mcp-mode) MCP Mode · (https://docker.github.io/docker-agent/tools/rag) RAG  (https://docker.github.io/docker-agent/providers/overview) Model Providers · (https://docker.github.io/docker-agent/providers/dmr) Docker Model Runner   Contributing (docker-agent.html#contributing)     Read the (https://docker.github.io/docker-agent/community/contributing) Contributing guide to get started. We use docker-agent to build docker-agent : docker agent run ./golang_developer.yaml  Telemetry (docker-agent.html#telemetry)     We collect anonymous usage data to improve the tool. See (https://docker.github.io/docker-agent/community/telemetry) Telemetry . 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