Today I ran the first local semantic retrieval query for Signora inside VS Code.
### Command Run
```powershell
py -3.12 scripts\query_retrieval.py "Why are enterprise administrators struggling with onboarding?" --top-k 5
The retrieval system loaded the local embedding model successfully and returned 5 ranked evidence results.
The query was:
Why are enterprise administrators struggling with onboarding?
The top results were mostly related to:
The strongest result had this context:
The permissions page looked simple until we tried to map it to our enterprise roles.
Another useful result said:
Our admin team got stuck connecting SSO and then had to invite people in small batches.