{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "itsmostafa-system-one-connector--run-self-hosted-clm-or-laya-model",
 "repo": "itsmostafa/system-one-connector",
 "repo_url": "https://github.com/itsmostafa/system-one-connector",
 "repo_slug": "itsmostafa-system-one-connector",
 "title": "Route judgments to a self-hosted CLM or Laya model",
 "page_title": "How to route judgments to a self-hosted CLM or Laya model with System One Connector",
 "summary": "Point the connector at your own server to run CLM or Laya instead of the hosted Jev.",
 "who": "A developer or team that wants judgment calls to run on a model server they control.",
 "problem": "Some teams cannot send their data to a hosted API and need the same question-and-probability workflow on their own infrastructure.",
 "outcome": "Your agent gets the same typed answers from a self-hosted model, with the connector configured to use your own endpoint.",
 "steps": [
  "Run `curl -fsSL https://raw.githubusercontent.com/itsmostafa/system-one-connector/main/install.sh | sh`",
  "Start your own model server and note its address (the README shows an example at http://127.0.0.1:8787)",
  "For Laya, run `TYPESAFE_API_KEY=local TYPESAFE_BASE_URL=http://127.0.0.1:8787 evaluate setup mcp`",
  "For CLM, also set `TYPESAFE_MODEL=clm-latest`; see docs/configuration.md#running-clm-locally",
  "Save each setup as a profile and switch with `evaluate profile use <name>` (inferred, check the README)"
 ],
 "agent_prompt": "Using the evaluate tool from the itsmostafa/system-one-connector repo configured with a self-hosted CLM or Laya endpoint, ask whether <text> conveys urgency (noul question). Return the probability and the endpoint used. Verify that the response came from your local address and not a hosted one.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "The README does not explain how to run the model server itself, so you need your own working CLM or Laya server before this setup works.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "go",
 "requirements": [
  "A TypeSafe API key from https://console.typesafe.ai/, or an OpenRouter API key",
  "A macOS or Linux terminal to run the installer",
  "A supported agent client such as Claude Code, Claude Desktop, Codex or Hermes"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/itsmostafa-system-one-connector/run-self-hosted-clm-or-laya-model/",
 "md": "https://dedupedai.com/use-cases/itsmostafa-system-one-connector/run-self-hosted-clm-or-laya-model/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/itsmostafa-system-one-connector--run-self-hosted-clm-or-laya-model.json",
 "api_version": "v1"
}