The open source vector database designed for AI applications
Documentation you and AI can actually trust - multilingual, always fresh, plugin-extensible.
The Milvus Project vs Rasepi - Trusted Knowledge System for AI & Teams
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
The Milvus Project (The open source vector database designed for AI applications) and Rasepi - Trusted Knowledge System for AI & Teams (Documentation you and AI can actually trust - multilingual, always fresh, plugin-extensible.) both appear on the Smoower Developer Ecosystem Index.
The Milvus Project (rank #237) holds a modest lead over Rasepi - Trusted Knowledge System for AI & Teams (rank #455) on the overall Smoower ecosystem score (48 vs 39). The gap of 9 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), The Milvus Project is clearly ahead of Rasepi - Trusted Knowledge System for AI & Teams. On education (docs, guides and learning material for developers), Rasepi - Trusted Knowledge System for AI & Teams is slightly ahead of The Milvus Project. On community (issue response, PR reviews and discussion health), The Milvus Project is clearly ahead of Rasepi - Trusted Knowledge System for AI & Teams. On reach (how visible the ecosystem is beyond its own repos), Rasepi - Trusted Knowledge System for AI & Teams is slightly ahead of The Milvus Project. On momentum (release cadence and how fast the ecosystem moves), Rasepi - Trusted Knowledge System for AI & Teams is slightly ahead of The Milvus Project.
The Milvus Project carries 52,043 GitHub stars across 67 public repos, with 20 repositories active in the last 90 days and 90 external contributors on record. Rasepi - Trusted Knowledge System for AI & Teams shows 2 stars across 8 public repos, 1 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but The Milvus Project's footprint is roughly 26021.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
The Milvus Project is the stronger read for anyone weighting community. Rasepi - Trusted Knowledge System for AI & Teams looks better where reach is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.
Side-by-side metrics
| Metric | The Milvus Project | Rasepi - Trusted Knowledge System for AI & Teams |
|---|---|---|
| Ranking | ||
| Overall rank | #237 | #455 |
| Pillars | ||
| Overall | 48 | 39 |
| Code | 67 | 43 |
| Education | 70 | 72 |
| Community | 72 | 22 |
| Reach | 25 | 30 |
| Momentum | 33 | 34 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 52,043 | 2 |
| Forks | 7,062 | 1 |
| Public repos | 67 | 8 |
| Active repos (90d) | 20 | 1 |
| External contributors | 90 | 1 |
| Avg polish | 69 | 49 |
| Avg AI-readiness | 54 | 24 |