Portfolio-Grade Grounded RAG AI Research Assistant

Turn any source into an answer.

Upload a PDF, paste a link, drop a transcript — ask it anything. Receive 100% source-grounded answers with interactive, clickable citations.

Live Indexing Demo
Real-time status
Indexing PDF source into Qdrant collection...
Status: INDEXING

Works with what you already have

Three steps from fragmented files to verified insights.

1. Add Any Source

Upload PDFs, paste YouTube links, website URLs, or drop VTT transcripts into isolated notebooks.

2. Watch Real-time Indexing

Watch your source transition live from yellow pulsing indexing dot to green ready state.

3. Interactive Citations

Click any inline citation chip `[1]` to jump straight to the cited PDF page or YouTube timestamp.