pguso/rag-from-scratch

A tutorial to build a RAG (Retrieval Augmented Generation) system from scratch using local LLMs and no black boxes.

JavaScript
AI & Machine Learning
LLM Frameworks
MIT

1.2K

Stars

133

Forks

Oct 27, 2025

Created

Dec 4, 2025

Last Updated

Project Analytics

Stars Growth (1 Month)

+20

+1.7% change

Avg Daily Growth (1 Month)

+0.7

stars per day

Fork/Star Ratio (All Time)

10.8%

Good engagement

Lifetime Growth

9.5

stars/day over 130 days

Stars Over Time

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AI-Generated Tags

llm
rag
vector-search
retrieval
contextual-generation
educational
node-llama-cpp

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