RAGFlow

What it does

Feed it complex PDFs and contracts; it parses layout and tables to give well-grounded answers with citations.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals