Media & journalism
Newsrooms sit on decades of archives and sensitive source material.
The challenge
Section titled “The challenge”- Finding earlier coverage of a story means guessing the right keywords.
- Leaked or source documents must not go to third-party services.
- Fact-checking needs the original passage, fast.
Why SrvDB fits
Section titled “Why SrvDB fits”- Archive search by meaning across years of articles.
- Source protection: sensitive document sets are indexed on an offline machine.
- Passage-level results with the article and date as metadata.
Five projects, five levels
Section titled “Five projects, five levels”Each project has its own page: the problem, how SrvDB powers it, what changes, architecture, use cases, core code and limits.
| Level | Project | What it does |
|---|---|---|
| 1 · Beginner | Archive Search | Search decades of articles by meaning. |
| 2 · Intermediate | Fact-check Assistant | Matches claims against previously fact-checked claims and sources. |
| 3 · Advanced | Narrative Tracker | Clusters stories and posts into narratives. |
| 4 · Expert | Investigation Workbench | Isolated, multimodal workspace per investigation. |
| 5 · Frontier | Secure Leak Analysis | Air-gapped analysis of large leaked datasets. |