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.

pguso/rag-from-scratch

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

rag-from-scratch grew +0.9% in the last 30 days, ranks 310th of 1,545 in Memory & Knowledge (RAG), last commit 229 days ago.

Star trajectory

126 days tracked
2026-06-211.6k stars today2026-10-26
Momentum

+0.9% in 30d, below the Memory & Knowledge (RAG) median of +1.0%.

Maintenance

Last commit 229 days ago, staler than the median of 17d.

How it compares in Memory & Knowledge (RAG)

rag-from-scratch
1.6k
stars
+0.9% 30d
commit 229 days ago
Memory & Knowledge (RAG) median
381
stars
+1.0% 30d
commit ~17d ago
Leader · markitdown
192.3k
stars
+2.8% 30d
commit 2 days ago

Ranked 310th of 1,545 by stars.

Language
JavaScript
License
MIT License
Contributors
2
Forks
197
Watchers
12
Open issues
0
Releases
0
Created
2025-10-27
Stars this week
+1

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