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                    "\ud83e\udd16 Docker Agent \ud83e\udd16\n\nBuild, run, and share AI agents with a declarative YAML config, rich tool ecosystem, and multi-agent orchestration.\n\n\nWhat is Docker Agent?\ndocker-agent lets you create and run intelligent AI agents that collaborate to solve complex problems \u2014 no code required.\ndocker-agent is a docker CLI plugin and can be run with docker agent.\nDefine agents in YAML, give them tools, and let them work.\nagents:\n  root:\n    model: openai/gpt-5-mini\n    description: A helpful AI assistant\n    instruction: |\n      You are a knowledgeable assistant that helps users with various tasks.\n      Be helpful, accurate, and concise in your responses.\n    toolsets:\n      - type: mcp\n        ref: docker:duckduckgo\ndocker agent run agent.yaml\nKey Features\n\nMulti-agent architecture \u2014 Create teams of specialized agents that delegate tasks automatically\nRich tool ecosystem \u2014 Built-in tools + any MCP server (local, remote, or Docker-based)\nAI provider agnostic \u2014 OpenAI, Anthropic, Gemini, AWS Bedrock, Mistral, xAI, Docker Model Runner, and more\nYAML configuration \u2014 Declarative, versionable, shareable\nAdvanced reasoning \u2014 Built-in think, todo, and memory tools\nRAG \u2014 Pluggable retrieval with BM25, embeddings, hybrid search, and reranking\nPackage & share \u2014 Push agents to any OCI registry, pull and run them anywhere\n\nInstall\nDocker Desktop (4.63+) \u2014 docker-agent CLI plugin is pre-installed. Just run docker agent.\nHomebrew \u2014 brew install docker-agent. Run docker-agent directly or symlink the binary to ~/.docker/cli-plugins/docker-agent and run docker agent.\nBinary releases \u2014 Download from 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.\nSet at least one API key (or use Docker Model Runner for local models):\nexport OPENAI_API_KEY=sk-...        # or ANTHROPIC_API_KEY, GOOGLE_API_KEY, etc.\nSee Set Up a Model for the full walkthrough of both paths (cloud API key or local model).\nQuick Start\n# Run the default agent\ndocker agent run\n\n# Run from an OCI registry\ndocker agent run myorg/agent:tag\n\n# Generate a new agent interactively\ndocker agent new\n\n# Run your own config\ndocker agent run agent.yaml\nMore examples in the examples/ directory.\nDocumentation\n\ud83d\udcd6 Full documentation\n\nInstallation \u00b7 Set Up a Model \u00b7 Quick Start\nAgents \u00b7 Models \u00b7 Tools \u00b7 Multi-Agent\nConfiguration Reference\nTUI \u00b7 CLI \u00b7 MCP Mode \u00b7 RAG\nModel Providers \u00b7 Docker Model Runner\n\nContributing\nRead the Contributing guide to get started. We use docker-agent to build docker-agent:\ndocker agent run ./golang_developer.yaml\nTelemetry\nWe collect anonymous usage data to improve the tool. See Telemetry.\nCommunity\nDocker Community Slack \u00b7 #docker-agent channel"
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