beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
LIVE──────── · ──:──:── UTCabout
beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
Back to Pulse
Tool profile

pguso/rag-from-scratch

dying
Stale

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
0.02/ 10
[STARS]
1.5k
[FORKS]
173
[CONTRIBUTORS]
2
[LAST_COMMIT]
3mo ago
OPEN_ON_GITHUB
Velocity class: dying
Is pguso/rag-from-scratch still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
432/ 1000
rag · pguso/rag-from-scratch
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
482
[INSTALL_VEL]
497
[ACTIVITY]
188
[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).

LIVE──────── · ──:──:── UTCabout