{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "pan-chera-multi-agent-cad--draft-browser-ui-part-run-for-team",
 "repo": "Pan-Chera/Multi-Agent-CAD",
 "repo_url": "https://github.com/Pan-Chera/Multi-Agent-CAD",
 "repo_slug": "pan-chera-multi-agent-cad",
 "title": "Run a local browser UI to generate and download parts",
 "page_title": "How to run a local browser UI to generate and download parts with Multi Agent CAD",
 "summary": "Start the MAC web UI on your own machine to generate parts with a 3D preview and download results.",
 "who": "A designer or small team member who prefers a visual interface to editing config files and running commands.",
 "problem": "Running a CLI pipeline and finding outputs is awkward for people who want to type a brief, watch progress, and preview the model.",
 "outcome": "A local web page where you submit a brief, see a 3D preview, and download the generated part files.",
 "steps": [
  "`git clone https://github.com/Pan-Chera/Multi-Agent-CAD.git`",
  "`cd Multi-Agent-CAD`",
  "`conda env create -f environment.yml`",
  "`conda activate multi_agent_cad`",
  "`pip install -e \".[web]\"`",
  "`python -m multi_agent_cad.web`",
  "Open the local address the server prints in your browser, enter your brief and key, and run a job (inferred, check the README)"
 ],
 "agent_prompt": "Use the Multi-Agent-CAD repo (github.com/Pan-Chera/Multi-Agent-CAD). Start the web UI with python -m multi_agent_cad.web on 127.0.0.1, submit the brief <part description>, and confirm a downloadable result with a 3D preview appears.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "The README warns the UI executes generated Python with your user account's permissions, so keep it on loopback unless you understand the network risk.",
 "category": "Work and operations",
 "tags": [
  "Work and operations"
 ],
 "lang": "python",
 "requirements": [
  "Python with conda or a Python 3.11 virtual environment",
  "git to clone the repository",
  "An API key for an OpenAI-compatible model endpoint, such as the default DashScope setup",
  "Enough local disk and network access to run the model calls"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "Enter your model API key only into the local UI form, and never expose the server beyond your own machine, because the UI runs generated Python with your user account's permissions."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/pan-chera-multi-agent-cad/draft-browser-ui-part-run-for-team/",
 "md": "https://dedupedai.com/use-cases/pan-chera-multi-agent-cad/draft-browser-ui-part-run-for-team/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/pan-chera-multi-agent-cad--draft-browser-ui-part-run-for-team.json",
 "api_version": "v1"
}