Talk to Right Specialists: Iterative Routing in Multi-agent Systems for Question Answering

1. 1Identify the limitations of retrieval-augmented generation (RAG) agents in production
2. 2Develop a training-free orchestration framework like RIRS to overcome these limitations
3. 3Implement iterative routing in multi-agent systems to route questions to the right specialists
4. 4Evaluate the performance of RIRS in improving question answering accuracy and user experience

AI engineers and researchers on a team can benefit from RIRS to improve question answering in multi-agent systems, and product managers can use it to enhance user experience

💡 RIRS can improve question answering in multi-agent systems by routing questions to the right specialists without requiring training

🤖 RIRS: a training-free framework for iterative routing in multi-agent systems for question answering 💡