AI / Document AI
Doc Attention
An AI assistant for the first pass through long documents, surfacing clauses that deserve closer review.
01Document→02Text→03Analysis→04Attention
Context
Important terms in PDF and DOCX files are often scattered across the document and depend on surrounding context. Keyword search alone cannot turn them into a coherent review map.
How it works
Designed the complete path from upload to result: FastAPI extracts text, OpenAI analyzes meaningful passages, and the interface turns them into a structured list with clear reasoning. Request controls and Docker deployment keep the public workflow manageable.
What it enables
The service turns a long document into a compact map for deliberate review. Files are processed without long-term storage, and the result helps users identify which sections deserve attention first.