A RAG ask-your-docs chatbot stops hallucinating wrong answers when retrieval is treated as an evaluated evidence pipeline, not a clever prompt. I build ask-your-docs features in Python, and I start with a blunt rule: retrieve evidence, fit it into the prompt budget, and let the model say "not fo...

Source: [Dev.to](https://dev.to/tony_chen_2026/why-rag-docs-chatbots-answer-wrong-embeddings-chunking-and-context-fixes-3l9c)

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