Stop torturing ChatGPT. Why your prompt won’t work
Summary
This article explains why naive ChatGPT prompting often fails and argues for using retrieval-augmented generation instead. It walks through practical RAG architecture choices, including document ingestion, embedding models, vector databases, and hybrid retrieval with BM25. It also covers agent/tool-calling workflows, reasoning patterns, and how to structure prompts and outputs for more reliable results. The piece reads like an implementation guide for teams building AI-powered software products and internal assistants.
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