Smarter Techniques for Optimizing User Queries in RAG Systems

When I first built my Retrieval-Augmented Generation (RAG) pipeline, the flow was pretty standard, users could upload notes, textbooks, PDFs, or exam material, and I’d chunk it, embed it, and store the embeddings in Pinecone. On the user side, they’d...