Building enterprise search systems powered by latest NLP & open-source.
The open source vector database designed for AI applications
deepset vs The Milvus Project
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
deepset (Building enterprise search systems powered by latest NLP & open-source.) and The Milvus Project (The open source vector database designed for AI applications) both appear on the Smoower Developer Ecosystem Index.
deepset (rank #122) holds a narrow lead over The Milvus Project (rank #237) on the overall Smoower ecosystem score (54 vs 48). The gap of 6 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 ahead of deepset. On education (docs, guides and learning material for developers), deepset is slightly ahead of The Milvus Project. On community (issue response, PR reviews and discussion health), The Milvus Project is ahead of deepset. On reach (how visible the ecosystem is beyond its own repos), deepset is clearly ahead of The Milvus Project. On momentum (release cadence and how fast the ecosystem moves), The Milvus Project is slightly ahead of deepset.
deepset carries 30,141 GitHub stars across 74 public repos, with 17 repositories active in the last 90 days and 171 external contributors on record. The Milvus Project shows 52,043 stars across 67 public repos, 20 active in the last 90 days and 90 external contributors.
deepset is the stronger read for anyone weighting reach. The Milvus Project looks better where community 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 | deepset | The Milvus Project |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #237 |
| Pillars | ||
| Overall | 54 | 48 |
| Code | 56 | 67 |
| Education | 74 | 70 |
| Community | 53 | 72 |
| Reach | 49 | 25 |
| Momentum | 31 | 33 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 30,141 | 52,043 |
| Forks | 4,301 | 7,062 |
| Public repos | 74 | 67 |
| Active repos (90d) | 17 | 20 |
| External contributors | 171 | 90 |
| Avg polish | 63 | 69 |
| Avg AI-readiness | 39 | 54 |