Electrical & electronics
Electrical and electronics teams work from datasheets, schematics, test logs and compliance reports.
The challenge
Section titled “The challenge”- The answer is on page 140 of a datasheet nobody remembers.
- Component shortages need fast, reliable substitutes.
- Bench and test logs pile up without being searchable.
Why SrvDB fits
Section titled “Why SrvDB fits”- Datasheet and app-note Q&A grounded in your own document library.
- Substitute candidates by similarity of specification text (an engineer verifies).
- Test-log search and anomaly flags by distance from normal logs.
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 | Datasheet Q&A | Ask questions of your component datasheets and get page citations. |
| 2 · Intermediate | Second-source Finder | Suggests substitute components by specification similarity. |
| 3 · Advanced | Test Log Analyzer | Finds similar past test failures and anomalous logs. |
| 4 · Expert | Hardware Lab Agent | An agent that remembers bench sessions, scope captures and decisions. |
| 5 · Frontier | RF Fingerprint Lab | Similarity search over RF spectrum fingerprints (research). |