{ "schema_version": 1, "generated": "2026-10-20", "id": "deeplethe-utopia--trace-who-held-role-over-time", "repo": "deeplethe/utopia", "repo_url": "https://github.com/deeplethe/utopia", "repo_slug": "deeplethe-utopia", "title": "Show who held a role in a past quarter and what was known then", "page_title": "How to show who held a role in a past quarter and what was known then with Utopia", "summary": "Ingest dated announcements and minutes, then ask who held a role in a period and what the base believed at the time.", "who": "An HR, finance or research lead who must reconstruct a past handover or a later correction and needs to separate what was true from what was on record at the time.", "problem": "Corrections and restatements overwrite the record, so it is hard to answer both who led a project in a quarter and what the team understood back then.", "outcome": "The user gets the holder for the requested period and, separately, what the base knew at that earlier time, with corrections linked to the entries they replaced.", "steps": [ "Run `git clone https://github.com/deeplethe/utopia.git` and then `cd utopia`.", "Run `docker compose --profile app up -d` and open http://localhost:1516, then register the first account.", "Under Administration, go to Models and configure the chat and embedding endpoints.", "Create a knowledge base and upload announcements, minutes and filings, keeping the dates they were written.", "Ask who led the project in the quarter you need and what the base believed about it at the time, then check the linked corrections in the graph browser." ], "agent_prompt": "Using the Utopia repo at , load the dated records in and ask who led in and what the base believed about it then. Expected output: the holder for that period and the separate belief-at-the-time answer, each with its source. Verify that any correction shows the entry it replaced.", "agents": [ "any" ], "difficulty": "Intermediate", "time": "1 hour", "basis": "readme", "caveat": "Dated answers depend on the dates present in your source documents, so records without clear dates will not support the two-clock answer the README describes.", "category": "Work and operations", "tags": [ "Work and operations" ], "lang": "rust", "requirements": [ "Docker installed (local development also needs Rust 1.85+, Node 20+, pnpm)", "A chat model endpoint and an embedding model endpoint, for example any OpenAI-compatible endpoint", "Business documents to ingest, such as PDF or Word contracts and amendments" ], "risk": "none", "seen_in_the_wild": false, "mentioned_publicly": false, "risks": [], "best": false, "score": 0.9, "evidence": [], "url": "https://dedupedai.com/use-cases/deeplethe-utopia/trace-who-held-role-over-time/", "md": "https://dedupedai.com/use-cases/deeplethe-utopia/trace-who-held-role-over-time/index.md", "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.", "api": "https://dedupedai.com/api/v1/usecases/deeplethe-utopia--trace-who-held-role-over-time.json", "api_version": "v1" }