langchain-ai/langgraph-swarm-py
For your multi-agent needs
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
No releases in the last 90 days; the most recent was 332 days ago, with 10 contributors on GitHub.
Gained 45% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Enables creation of swarm-style multi-agent systems in Python where agents dynamically hand off control based on specialization.
- Maintains conversation state by remembering the last active agent, ensuring seamless multi-turn interactions across specialized agents.
- Use for building collaborative AI systems where multiple specialized agents handle different tasks in a coordinated workflow.
- Use for implementing multi-agent chatbots that require dynamic agent switching and context sharing for complex conversations.
- Use for developing customizable multi-agent architectures with support for short-term and long-term memory persistence.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
A Python library for creating swarm-style multi-agent systems using LangGraph. A swarm is a type of multi-agent architecture where agents dynamically hand off control to one another based on their specializations. The system remembers which agent was last active, ensuring that on subsequent interactions, the conversation resumes with that agent.
This library is built on top of LangGraph, a powerful framework for building agent applications, and comes with out-of-box support for streaming, short-term and long-term memory and human-in-the-loop
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
226+6
Open issues
22+1
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| milind-soni/OpenMausBot | 13.5K | +6.0K | 45 | today |
| HKUDS/DeepTutor | 55.5K | +5.5K | 65 | 5 days ago |
| langchain-ai/langgraph-swarm-py | 1.6K | — | 23 | 332 days ago |
| Category median | 55.5K | +6.6K | 40 | — |
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