Multi-Agent Frameworks & Swarms

RAGEN

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Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics

Source-Listed Pricing
Confirm at source
Model Provider
Multi-Model
API & Webhooks
No Direct API
Deployment Mode
Self-Hosted / Local

Core Capabilities & Integrations

✓Source code available
✓MIT license
Public Source
Review current product capabilities, availability, and commercial terms at https://github.com/mll-lab-nu/RAGEN.

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