Multiple Profiles per User

[mitchell-reynolds]

First off, love this project!

I'm at the mid-career stage where I can fit into multiple different roles (eg Head of Data Science, Head of RevOps etc) where each role is different in notable ways yet functionally largely the same. It'd be ideal for 1 user to have multiple profiles given a certain set of roles.

A workaround could be creating multiple copies of this project on one's local then running each but this would eat more tokens if using a remote LLM and likely take a lot more time (and probably require the user to run Job Search 1 then Job Search 2 vs having 1 frontend with multiple pipelines). This is possibly a large overhaul of the current infra.

[vasu-devs]

Hey @mitchell-reynolds Thanks a lot , this actually is a great idea , i will be adding this multi profile functionality in the upcoming updates .

Workaround you suggested is doable but its too much manual work , kills the purpose .

Thank you!

[vasu-devs]

Still very much planned - and here's the shape it will take, so this issue can track it:

• a profile_id namespace threaded through the three local stores (SQLite rows, the Kuzu graph, LanceDB tables), defaulting to a single 'primary' profile so existing data migrates untouched
• a profile switcher in the shell (each profile owning its own pipeline, scans, and generated assets)
• per-profile discovery settings (your Head of DS vs Head of RevOps example needs different role queries, not just different resumes)

It's a real architecture change, which is why it hasn't landed in a point release. Keeping this open as the tracking issue.