{"repo":"hanxiao/dataroom","free":true,"listed":false,"github":"https://github.com/hanxiao/dataroom","clone":"git clone https://github.com/hanxiao/dataroom.git","description":"Give a query, get a dataroom. Pi + self-hosted Qwen3.6 research harness on a single L4.","language":"Python","stars":191,"topics":["harness","local-llm","pi"],"license":"MIT","category":"self-hosted-apps","readme_excerpt":"Dataroom Give it a query. A local model in a Pi harness loops search-read-write until it has built a comprehensive, fully-cited dataroom on disk - a .zip you hand to a frontier model for the long-horizon task. Live demo → dataroom.hanxiao.io Why For long-horizon task you need a grounded, well-organized knowledge dump before the real work can start. That upfront research is mostly a search-read-write loop, and few things are usually wrong with how it gets done today. - Research is mechanical, so don't pay frontier tokens for it. Gathering and organizing sources is tool-calling, not deep reasoning - a small local model in a disciplined harness (search, dedup, cite, verify) does it fine. And because it runs on your own GPU at near-zero marginal token cost, it can keep going for hours until the dataroom is actually comprehensive, instead of stopping when a metered budget runs out. - The output is context for a machine, not a report for a human. A 2025-style deep-research run ends in a long PDF nobody reads. Dataroom ends in a structured .zip - topics/ , sources/ , data/ , a SUMMARY.md , every claim cited - built to be consumed by the next agent, not skimmed. - It is stage one of a two-stage pipeline. Unzip the dataroom into a frontier model's context and let it do the expensive second stage (usually implementation). The research does not have to be perfect - its consumer is intelligent and can spot gaps - it has to be comprehensive and grounded. Everything runs locally on your ow","default_branch":null,"files":null,"tree":[],"storefront":"/r/hanxiao","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hanxiao/dataroom/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}