Python · Apache-2.0
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
★ 3.3k
Stars
296 forks · 107 open issues
+1.3/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
31.9
Momentum / 100
see the breakdown below
3y ago
Created
last push 4d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.9 | +1.3/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.86× the monthly pace |
| Freshness | 15 | 14.9 | last push 4d ago; decays to zero at 180 days |
| Scale | 15 | 10.2 | 3.3k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 31.9 | sum of the above |
Detail
| Topics | embeddingsopenairagretrievalretrieval-augmented-generationvector-search |
| Matched on | RAG (embeddings, retrieval-augmented-generation) |
| Short window | +9 stars over 7 days = 1.3/day |
| Long window | +39 stars over 26 days = 1.5/day |
| Lifetime average | 2.71 stars/day over 1,210 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |