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Tool profile

pguso/rag-from-scratch

stable

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

agentsai-agentseducationalllmnode-llama-cppnodejsragrag-chatbot
Velocity score
0.08/ 10
[STARS]
1.4k
[FORKS]
168
[CONTRIBUTORS]
2
[LAST_COMMIT]
2mo ago
OPEN_ON_GITHUB
Velocity class: stable
30-day stars
0.08/ 10 score
last 36d
[SIGNAL_TRACE / 36_PT]
Score breakdown
540/ 1000
rag · pguso/rag-from-scratch
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
662
[INSTALL_VEL]
497
[ACTIVITY]
305
[COMMUNITY_SIGNAL]
279

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

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