Building enterprise search systems powered by latest NLP & open-source.
deepset vs Unstructured
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
deepset (Building enterprise search systems powered by latest NLP & open-source.) and Unstructured both appear on the Smoower Developer Ecosystem Index.
deepset (rank #122) holds a narrow lead over Unstructured (rank #209) on the overall Smoower ecosystem score (54 vs 49). The gap of 5 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Unstructured is slightly ahead of deepset. On education (docs, guides and learning material for developers), Unstructured is slightly ahead of deepset. On community (issue response, PR reviews and discussion health), deepset is slightly ahead of Unstructured. On reach (how visible the ecosystem is beyond its own repos), deepset is ahead of Unstructured. On momentum (release cadence and how fast the ecosystem moves), deepset is ahead of Unstructured.
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. Unstructured shows 16,922 stars across 42 public repos, 10 active in the last 90 days and 48 external contributors.
deepset is the stronger read for anyone weighting reach. Unstructured looks better where education 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 | Unstructured |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #209 |
| Pillars | ||
| Overall | 54 | 49 |
| Code | 56 | 59 |
| Education | 74 | 79 |
| Community | 53 | 48 |
| Reach | 49 | 37 |
| Momentum | 31 | 19 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 30,141 | 16,922 |
| Forks | 4,301 | 1,756 |
| Public repos | 74 | 42 |
| Active repos (90d) | 17 | 10 |
| External contributors | 171 | 48 |
| Avg polish | 63 | 62 |
| Avg AI-readiness | 39 | 44 |