{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "tokenrhythm-neohorse--route-requests-with-neohorse-jev-decisions",
 "repo": "TokenRhythm/NeoHorse",
 "repo_url": "https://github.com/TokenRhythm/NeoHorse",
 "repo_slug": "tokenrhythm-neohorse",
 "title": "Route requests with NeoHorse-Jev structured decisions",
 "page_title": "How to route requests with NeoHorse-Jev structured decisions with Neo Horse",
 "summary": "Use NeoHorse-Jev-4B to pick an action, check a condition, or assign a rating from app state.",
 "who": "An application engineer whose workflow must choose between tools, branches, or request routes based on current state.",
 "problem": "Hand-written routing rules become hard to maintain when the choice depends on free-form context.",
 "outcome": "Your app gets a structured decision with probabilities from Choice, Noul, or Score and uses it to route requests or select tools.",
 "steps": [
  "Download the complete NeoHorse-Jev-4B model bundle from Hugging Face or ModelScope, not only the weights.",
  "Open jev/README.md in the repo and read the Deployment section.",
  "Pick vLLM, SGLang, or the native Python runtime as described in that guide.",
  "Write your questions and possible answers for Choice, Noul, or Score, and map each answer to a route or tool.",
  "Run a few sample application states through the model and confirm the returned decision matches the route you expect."
 ],
 "agent_prompt": "In the TokenRhythm/NeoHorse repo, read the NeoHorse-Jev deployment guide in jev/README.md and set up the model bundle at <model-directory>. Send the application state <sample-state> with the Choice question <question> and report the selected answer and its probability. Verify that the probabilities for the listed answers sum to a value you can explain.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "2 hours",
 "basis": "readme",
 "caveat": "The README says the decision model needs its complete bundle and a matching runtime or backend adapter, and the deployment steps are in a separate jev/README.md that is not shown here.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "A machine with enough GPU memory for the 4B or 9B BF16 weights, or a quantized GGUF or MLX build for smaller hardware",
  "Python with pip available",
  "Disk space for the downloaded checkpoint from Hugging Face or ModelScope"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/tokenrhythm-neohorse/route-requests-with-neohorse-jev-decisions/",
 "md": "https://dedupedai.com/use-cases/tokenrhythm-neohorse/route-requests-with-neohorse-jev-decisions/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/tokenrhythm-neohorse--route-requests-with-neohorse-jev-decisions.json",
 "api_version": "v1"
}