Ask a question about a company's policies and get an answer that points to the pages it came from. The same policies exist as PDF, Word, PowerPoint, HTML and Markdown files, so the artifact also tests whether the answer changes when only the file format does.
Status: built, not certified. It can be tried after sign-in. Sign-in is required because each question uses paid GPU time.
No sealed acceptance test has been run, so there is no certificate.
No laptop, workstation or other customer hardware profile has been tested.
Development scores come from an automated judge that has not been validated.
Some answers on the development set stated facts the documents do not support. The rate is on the performance page.
The system does not yet reliably decline questions the documents cannot answer.
What it is built from
documents
236 policy documents, each in 5 file formats
text pieces searched
1,105
companies
5, all fictional
licence
MIT, fully synthetic
search
meaning-based and keyword search, merged, then re-ranked
search model
ibm-granite/granite-embedding-english-r2
re-ranking model
Alibaba-NLP/gte-reranker-modernbert-base
answer model
qwen3-4b-tuned (qwen3-8b-tuned also available)
where it runs
hosted GPU on Modal, not on a laptop