rag-from-scratch

rag-from-scratch

pguso

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

1.4k Stars
161 Forks
1.4k Watchers
JavaScript Language
mit License
100 SrcLog Score
Cost to Build
$38.7K
Market Value
$186.9K

Growth over time

3 data points  ·  2026-04-08 → 2026-04-15
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What is the pguso/rag-from-scratch GitHub project? Description: "Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.". Written in JavaScript. Explain what it does, its main use cases, key features, and who would benefit from using it.

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How to clone rag-from-scratch

Clone via HTTPS

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

Clone via SSH

[email protected]:pguso/rag-from-scratch.git

Download ZIP

Download master.zip

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