{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "StartLuxLabs/StartLux-Decision",
 "name": "StartLux-Decision",
 "owner": "StartLuxLabs",
 "slug": "startluxlabs-startlux-decision",
 "github": "https://github.com/StartLuxLabs/StartLux-Decision",
 "what": "StartLux-Decision is an open inference engine and HTTP server for a family of decision models that return a calibrated probability for every option of typed questions.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python environment that can install the package with vLLM support, or a Bamboo API key for the hosted model",
  "A GPU for the local vLLM setup; the README numbers were measured on one H200",
  "Disk space and network access to download a model from Hugging Face"
 ],
 "audience_note": "Built for developers and operations teams who need structured yes, no, choice or scale decisions from text, JSON or images, served on their own GPUs or through the hosted API.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Work and operations",
 "url": "https://dedupedai.com/use-cases/startluxlabs-startlux-decision/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "startluxlabs-startlux-decision--triage-support-tickets-locally",
   "title": "Route support tickets to teams with typed decision questions",
   "best": true,
   "url": "https://dedupedai.com/use-cases/startluxlabs-startlux-decision/triage-support-tickets-locally/",
   "json": "https://dedupedai.com/use-cases/u/startluxlabs-startlux-decision/triage-support-tickets-locally.json"
  },
  {
   "id": "startluxlabs-startlux-decision--try-decisions-without-a-gpu",
   "title": "Test decision requests on the hosted 27B model without a GPU",
   "best": false,
   "url": "https://dedupedai.com/use-cases/startluxlabs-startlux-decision/try-decisions-without-a-gpu/",
   "json": "https://dedupedai.com/use-cases/u/startluxlabs-startlux-decision/try-decisions-without-a-gpu.json"
  },
  {
   "id": "startluxlabs-startlux-decision--flag-unsure-decisions-for-review",
   "title": "Send decisions with no fitting option to a person",
   "best": false,
   "url": "https://dedupedai.com/use-cases/startluxlabs-startlux-decision/flag-unsure-decisions-for-review/",
   "json": "https://dedupedai.com/use-cases/u/startluxlabs-startlux-decision/flag-unsure-decisions-for-review.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}