{"data":{"slug":"google-adk-python","name":"adk-python","tagline":"A Python toolkit for building, evaluating, and deploying AI agents","github_url":"https://github.com/google/adk-python","owner":"google","repo":"adk-python","owner_avatar_url":"https://avatars.githubusercontent.com/u/1342004?v=4","primary_language":"Python","stars":21180,"forks":3860,"topics":["agent","agentic","agentic-ai","agents","agents-sdk","ai","ai-agents","aiagentframework","genai","genai-chatbot","llm","llms","multi-agent","multi-agent-systems","multi-agents","multi-agents-collaboration"],"archived":false,"github_pushed_at":"2026-08-18T23:46:34+00:00","maintenance_label":"Very active","stars_delta_30d":522,"url":"https://www.graphcanon.com/tools/google-adk-python","markdown_url":"https://www.graphcanon.com/tools/google-adk-python.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/google-adk-python","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=google-adk-python","description":"An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.","homepage_url":"https://google.github.io/adk-docs/","license":"Apache-2.0","open_issues":566,"watchers":148,"ai_summary":"google/adk-python provides a code-first approach to developing flexible and controllable AI agents with extensive capabilities in multi-agent systems and agentic behavior.","readme_excerpt":"## Quick Start\n\n> **Beginner Note:** ADK applications are built using two main classes:\n> **`Agent`** (defines an AI's instructions, tools, and behavior) and\n> **`Workflow`** (orchestrates agents and tasks in a graph-based flow).\n\n---\n\n## 📄 License\n\nThis project is licensed under the Apache 2.0 License — see the\n[LICENSE](LICENSE) file for details.\n\n______________________________________________________________________\n\n*Happy Agent Building!*","github_created_at":"2025-04-01T20:44:40+00:00","created_at":"2026-07-07T17:38:34.650243+00:00","updated_at":"2026-08-19T06:00:45.788873+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"agentic","name":"agentic"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"multi-agent-systems","name":"multi-agent-systems"}],"trust":{"provenance":{"is_fork":false,"github_id":958830659,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-19T06:00:44.909Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":22,"days_since_push":0,"last_release_at":"2026-08-17T19:25:50Z","stars_delta_30d":522,"open_issues_delta_30d":-76},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:12:34.676Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-19T06:00:45.407Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-19T06:00:45.407Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-19T06:00:45.407Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["Requires Python 3.10+ for installation."],"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"requires_docker":false},"when_to_use":["You are working on multi-agent systems where multiple AI agents need to collaborate or interact effectively. adk-python offers specific support for defining and orchestrating multi-agent workflows.","You require extensive capabilities in shaping agentic behavior, as adk-python emphasizes a code-first approach which allows fine-tuned customization of agent instructions, tools, and actions."],"when_not_to_use":["If your project does not involve multi-agent interactions or complex orchestration of multiple agents, other frameworks might offer more streamlined solutions.","You prefer using out-of-the-box solutions with less coding complexity. adk-python's code-first approach is best suited for developers looking to deeply customize agent behavior and interactions."],"source":"enrich:decision_facts","observed_at":"2026-07-11T14:15:29.024Z"},"constraint_facets":{"min_ram_gb":null,"requires_docker":false},"decision_summary":[{"label":"Requirements","value":"Requires Python 3.10+ for installation."},{"label":"Adopt for","value":"adk-python provides tools for developing sophisticated AI agents with a focus on flexibility and control, particularly suited for multi-agent systems."},{"label":"License detail","value":"adk-python is available under the Apache-2.0 license, allowing both commercial and non-commercial use with appropriate attribution."}]}}