Python · Apache-2.0
qdrant/skills
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
★ 267
Stars
31 forks · 8 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
23.1
Momentum / 100
see the breakdown below
9mo ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.29× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 7.0 | 267 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 23.1 | sum of the above |
Detail
| Topics | agent-skillsai-agentsclaude-codecodexcursorembeddingshybrid-searchmonitoringmultitenancyperformanceqdrantquantizationscalingsearch-qualityvector-databasevector-search |
| Matched on | RAG (embeddings, vector-database) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +13 stars over 26 days = 0.5/day |
| Lifetime average | 0.95 stars/day over 280 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |