FA
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
2.8k 195 +1/wk
GitHub
embeddings openai rag retrieval retrieval-augmented-generation vector-search
Trend
3
Star & Fork Trend (22 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
qdrant/fastembed has +1 stars this period . 7-day velocity: 0.3%.
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Signal-backed technical analysis will be available soon.
| Metric | fastembed | VideoRAG | machine-learning | lingvo |
|---|---|---|---|---|
| Stars | 2.8k | 2.8k | 2.8k | 2.9k |
| Forks | 195 | 405 | 902 | 450 |
| Weekly Growth | +1 | +4 | +0 | +0 |
| Language | Python | Python | Jupyter Notebook | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | NOASSERTION | N/A | Apache-2.0 |
Capability Radar vs VideoRAG
fastembed
VideoRAG
Maintenance Activity 100
Last code push 0 days ago.
Community Engagement 34
Fork-to-star ratio: 6.9%. Lower fork ratio may indicate passive usage.
Issue Burden 70
Issue data not yet available.
Growth Momentum 42
+1 stars this period — 0.04% growth rate.
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.