RAG

AI as System /#1 - Smarter Search with RQ-RAG
AI as System /#1 - Smarter Search with RQ-RAG

Teach Your Model to Ask Better Questions - Query Refinement in RAG

Apr 8, 2025
Optimizing Query Context Handling in RAG Systems- Embedding vs. LLM Rewriting
Optimizing Query Context Handling in RAG Systems- Embedding vs. LLM Rewriting

A deep dive into enhancing retrieval accuracy in Retrieval-Augmented Generation (RAG) systems by comparing the practice of embedding full query contexts with using an LLM to rewrite ambiguous follow-up queries. Explore the trade-offs in speed, precision, and complexity of each approach.

Mar 28, 2025