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pguso /rag-from-scratch

Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.

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$ git clone https://github.com/pguso/rag-from-scratch.git

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1.7K

1,653

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Forks

196

196

Language

JavaScript

License

MIT

Created

Oct 27, 2025

1.0 years old

Last push

Mar 11, 2026

Categories

🔍 Search & Retrieval

GitHub topics

#agents #ai-agents #educational #llm #node-llama-cpp #nodejs #rag #rag-chatbot #rag-pipeline #tutorial

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Data from GitHub · snapshot Nov 13, 2026