{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "agenta-ai-awesome-ai-agent-platforms--pick-python-agent-framework-for-prototype",
 "repo": "Agenta-AI/awesome-ai-agent-platforms",
 "repo_url": "https://github.com/Agenta-AI/awesome-ai-agent-platforms",
 "repo_slug": "agenta-ai-awesome-ai-agent-platforms",
 "title": "Pick a Python agent framework for a multi-agent prototype",
 "page_title": "How to pick a Python agent framework for a multi-agent prototype with Awesome AI Agent Platforms",
 "summary": "Narrow the Python agent frameworks to one that fits a role-based or tool-using prototype.",
 "who": "A Python developer who needs to build a prototype where several agents with different roles or tools work together.",
 "problem": "The list includes many agent frameworks, and their designs differ in how they coordinate agents.",
 "outcome": "One framework chosen for the prototype, with a link to its docs and a note on its license.",
 "steps": [
  "Open the Agent builders and frameworks section.",
  "Filter to entries described as Python frameworks or libraries.",
  "Compare the descriptions for multi-agent or role-based coordination, such as the entries for role-based agent coordination, multi-agent systems, and agents that act through code or tool calls.",
  "Confirm each candidate's license is one you can use.",
  "Open the chosen framework's GitHub page and follow its quick-start guide to build a two-agent example."
 ],
 "agent_prompt": "From the Agent builders and frameworks section of the Agenta-AI awesome-ai-agent-platforms repo, list the Python frameworks that describe multi-agent or role-based coordination. Return the best match for <prototype goal> with its license and GitHub link. Check that the license matches the framework's repository before reporting.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "60 minutes",
 "basis": "readme",
 "caveat": "The list describes each framework in one line, so the quick-start guide on the project's own page is the real test of fit.",
 "category": "Work and operations",
 "tags": [
  "Work and operations"
 ],
 "lang": "astro",
 "requirements": [
  "A GitHub account or browser to open the linked project pages",
  "A decision on whether you need self-hosted or vendor-hosted software",
  "For the install step, the requirements listed in the chosen project's own README (the list itself does not install anything)"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/agenta-ai-awesome-ai-agent-platforms/pick-python-agent-framework-for-prototype/",
 "md": "https://dedupedai.com/use-cases/agenta-ai-awesome-ai-agent-platforms/pick-python-agent-framework-for-prototype/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/agenta-ai-awesome-ai-agent-platforms--pick-python-agent-framework-for-prototype.json",
 "api_version": "v1"
}