{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "himovo-movo--multi-round-research-with-citations",
 "repo": "himovo/movo",
 "repo_url": "https://github.com/himovo/movo",
 "repo_slug": "himovo-movo",
 "title": "Run multi-round research with cited sources",
 "page_title": "How to run multi-round research with cited sources with Movo",
 "summary": "Search internal documents and public sources, then inspect the evidence behind each answer.",
 "who": "An analyst or consultant who needs a sourced answer from both company documents and public web material.",
 "problem": "Manual research across scattered internal files and public sources is slow, and answers are hard to trace back to evidence.",
 "outcome": "A research result that keeps citations and lets the user inspect the supporting evidence.",
 "steps": [
  "`git clone https://github.com/himovo/movo.git`",
  "`cd movo`",
  "`./movo up`",
  "Open http://localhost:3000/ and upload your documents to the knowledge area.",
  "Start a research task in the user workspace, ask a question that needs both internal and public sources, and review the citations."
 ],
 "agent_prompt": "Using the repo himovo/movo, deploy it locally with ./movo up and upload <document folder> to the knowledge area. Run a multi-round research question on <topic> and return the answer with its citations. Verify that every claim links to a cited source.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "Public source search depends on a Web search provider, which the README lists as optional during setup, so it must be configured before public research works.",
 "category": "Work and operations",
 "tags": [
  "Work and operations"
 ],
 "lang": "python",
 "requirements": [
  "Git installed",
  "Docker Desktop, or Docker Engine with Docker Compose v2",
  "At least 8 GB of available memory and 20 GB of available disk space",
  "Network access to GHCR and Docker Hub for the initial image pull",
  "Credentials for at least one compatible model API to complete setup"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/himovo-movo/multi-round-research-with-citations/",
 "md": "https://dedupedai.com/use-cases/himovo-movo/multi-round-research-with-citations/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/himovo-movo--multi-round-research-with-citations.json",
 "api_version": "v1"
}