{
 "schema_version": 1,
 "generated": "2026-10-25",
 "id": "vxcontrol-pentagi--run-pentagi-on-local-models",
 "repo": "vxcontrol/pentagi",
 "repo_url": "https://github.com/vxcontrol/pentagi",
 "repo_slug": "vxcontrol-pentagi",
 "title": "Run PentAGI on local models so findings never leave your network",
 "page_title": "How to run PentAGI on local models so findings never leave your network with PentAGI",
 "summary": "Point PentAGI at Ollama or vLLM so prompts and results stay on your hardware.",
 "who": "A consultancy whose clients forbid sending engagement data to cloud AI providers.",
 "problem": "Pentest data is sensitive and cloud LLMs may be off limits.",
 "outcome": "PentAGI running against a local model with execution monitoring and task planning to help smaller models.",
 "steps": [
  "Set up Ollama or vLLM on a GPU server",
  "Configure PentAGI's custom or Ollama provider",
  "Enable execution monitoring and task planning for smaller open models",
  "Run a lab flow and compare results with a cloud model"
 ],
 "agent_prompt": "Configure vxcontrol/pentagi to use my local <Ollama or vLLM> endpoint with <model>, enable execution monitoring, and run a short flow against my lab VM. Report which steps the local model struggled with.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "2 hours",
 "basis": "readme",
 "caveat": "Authorized targets only; smaller local models may miss findings a larger model would catch.",
 "category": "Security and science",
 "tags": [
  "Security and science"
 ],
 "lang": "go",
 "requirements": [
  "Docker and Docker Compose (an interactive installer sets it up on Linux, macOS or Windows)",
  "An LLM provider key or a local model via Ollama or vLLM",
  "Written authorization to test every target"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/vxcontrol-pentagi/run-pentagi-on-local-models/",
 "md": "https://dedupedai.com/use-cases/vxcontrol-pentagi/run-pentagi-on-local-models/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 The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong.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/vxcontrol-pentagi--run-pentagi-on-local-models.json",
 "api_version": "v1"
}