Evidence-First Document Intelligence
A retrieval system for trustworthy answers over real documents, with citations, evaluation, and explicit failure handling.
- 2026
- wip
- Sole developer
Project brief
Replace this brief with the document domain, users, and source collection once the project exists.
Problem
What real document-search or question-answering workflow needs better retrieval, traceability, or multilingual support?
Retrieval pipeline
Document parsing, chunking, metadata, hybrid retrieval, reranking, answer generation, and citations.
Evaluation
Add a small labelled evaluation set and report retrieval recall, answer correctness, groundedness, latency, and cost.
Safety and limits
Document prompt-injection tests, unsupported questions, missing evidence, and how the interface communicates uncertainty.