AskPAI
A university policy assistant that answers only from 214 official policy documents, cites its sources, and points people to the right contact when it is unsure instead of guessing.
My part: rate limiting for sign-in and questions, role-based access control and security audit logging for the staging API, CI and automated tests, integrating the team's repositories and coordinating sprints.
- 01Official policiesApproved sources only
- 02Secure ingestionCleaned and chunked
- 03Vector searchChromaDB retrieval
- 04Grounded answerWith citations, or escalates
- 05Audit logMetadata only, never question text






