SEAR: Schema-Based Evaluation and Routing for LLM Gateways

1. 1Define an extensible relational schema to cover LLM evaluation signals
2. 2Implement fine-grained quality signals for production LLM responses
3. 3Develop operationally grounded decisions for routing requests across providers
4. 4Evaluate and refine the SEAR system for multi-model, multi-provider LLM gateways

AI engineers and researchers on a team can benefit from SEAR to improve the quality and reliability of LLM gateways, while product managers can use it to optimize routing decisions

💡 SEAR provides a systematic approach to evaluating and routing LLM responses, enabling more reliable and efficient LLM gateways

🚀 Introducing SEAR: a schema-based evaluation and routing system for LLM gateways #LLM #AI