Evaluated a RAG chatbot and the most expensive model was the worst performer. Notes on what actually moved the needle.
We had a customer support RAG bot. Standard setup: ChromaDB, system prompt, an LLM doing generation. Nobody had actually measured the response quality. In the name of evaluation, I only had a keyword matching script prod
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