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Haystack9 min read

Building RAG from Scratch: No Frameworks Needed

Building RAG from Scratch: No Frameworks Needed Understand Retrieval-Augmented Generation by building it yourself — pure Python, zero dependencies. Introduction LangChain, LlamaIndex, Haystack — great tools, but they hide how RAG actually works.

By Phil IPSDev.to AI
Building RAG from Scratch: No Frameworks Needed

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Originally published by Dev.to AI on Oct 12, 2026.

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