Demo with made-up data, reset daily. Feel free to click around and change things. The Assistant uses free AI models, so when they’re busy it answers with your notes instead.
Career AI…

Assistant

Ask about your skills, proof, jobs and gaps. Answers come straight from your own data, with the sources they came from. The 💬 button on every other page opens this same chat.

Ask about your skills, proof, jobs and what to learn. Answers come from your own data, with sources.

Enter to send · Shift+Enter for a new line

How it works: your data is cut into small notes, and your question is matched to the best ones with keyword search (BM25), plus meaning search when a local Ollama embedding model is switched on. Answers stream in word by word. An AI-written answer comes in a later step.