{
 "schema_version": 1,
 "generated": "2026-10-31",
 "repo": "google/adk-python",
 "name": "adk-python",
 "owner": "google",
 "slug": "google-adk-python",
 "github": "https://github.com/google/adk-python",
 "what": "Agent Development Kit (ADK) is Google's open-source, code-first Python framework for building, evaluating and deploying AI agents. Agents and graph-based Workflows are defined in Python, with routing, loops, retries, human-in-the-loop and a Task API for agent-to-agent delegation, plus pre-built, OpenAPI and MCP tools. It ships a CLI with an interactive runner, a development web UI, evaluation and one-command deploys to Docker or Cloud Run. It is optimised for Gemini but model-agnostic.",
 "why": "22k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "Python 3.11 or later",
  "pip",
  "A model to call, such as Gemini; ADK is model-agnostic",
  "For Cloud Run deploys: a Google Cloud project; for local containers: Docker"
 ],
 "audience_note": "Python developers building agents or multi-agent systems, especially on Google Cloud, who want testing and deployment built in.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/google-adk-python/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "google-adk-python--build-and-test-an-agent-in-the-adk-web-ui",
   "title": "Build an agent and test it in ADK's web UI",
   "best": true,
   "url": "https://dedupedai.com/use-cases/google-adk-python/build-and-test-an-agent-in-the-adk-web-ui/",
   "json": "https://dedupedai.com/use-cases/u/google-adk-python/build-and-test-an-agent-in-the-adk-web-ui.json"
  },
  {
   "id": "google-adk-python--chain-agents-in-an-adk-workflow",
   "title": "Chain agents into a deterministic workflow",
   "best": false,
   "url": "https://dedupedai.com/use-cases/google-adk-python/chain-agents-in-an-adk-workflow/",
   "json": "https://dedupedai.com/use-cases/u/google-adk-python/chain-agents-in-an-adk-workflow.json"
  },
  {
   "id": "google-adk-python--evaluate-and-deploy-an-adk-agent",
   "title": "Evaluate an agent and deploy it to Cloud Run",
   "best": false,
   "url": "https://dedupedai.com/use-cases/google-adk-python/evaluate-and-deploy-an-adk-agent/",
   "json": "https://dedupedai.com/use-cases/u/google-adk-python/evaluate-and-deploy-an-adk-agent.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}