nevetsagetro/OKR-warranted ? reverse-engineered prompt

Build me a local question answering app for a document library, using the telecom regulation data in this repo. I want to be able to ingest the source docs, build a searchable index, ask plain English questions, and get concise answers with citations that point back to the supporting passages. The big thing I care about is that it should not just find documents, it should also estimate when an answer is likely wrong, based on evaluation data and a trained failure scoring step, and show that warning in the response or the UI.

Please include a simple local web app plus a command line workflow so I can build the index, ask questions, and run the benchmark and evaluation end to end. I would like the retrieval and answer quality to match the project docs as closely as practical, including the cited answers and the higher accuracy on binary style questions. Keep setup straightforward, with clear instructions and sensible defaults. If you need to, check the repo docs and current references online.