DocIntel

Multi-Modal Document Intelligence

Code

Chat with any document.
Get cited answers instantly.

Drop a PDF and DocIntel chunks, embeds, and indexes it with hybrid retrieval (dense + BM25). Ask questions and get answers grounded in the source — every claim is linked back to the page it came from.

Your file is held in memory only while you use the app — not stored on disk.

Hybrid retrieval

Dense semantic search (sentence-transformers) fused with lexical BM25 via reciprocal rank fusion. Catches both meaning and exact-match terms.

Citations that work

Every answer is tagged with the source page. Click a citation to jump straight to the page in the embedded viewer.

Structured extraction

One click turns a freeform request like 'extract all dates and amounts' into a downloadable CSV table.