{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "xu123-bob-baize--run-private-analysis-on-a-local-ollama-model",
 "repo": "Xu123-Bob/Baize",
 "repo_url": "https://github.com/Xu123-Bob/Baize",
 "repo_slug": "xu123-bob-baize",
 "title": "Run Baize on a local Ollama model so data never leaves your machine",
 "page_title": "How to run Baize on a local Ollama model so data never leaves your machine with Baize",
 "summary": "Use a local Ollama model as the backend for coding or analysis on sensitive material at zero API cost.",
 "who": "A developer or analyst working with confidential code or data who does not want to send it to a cloud API.",
 "problem": "Cloud LLM backends require sending prompts to a remote provider, which may be unacceptable for sensitive work.",
 "outcome": "Baize runs its agent loop against a local model served by Ollama, with no API key needed.",
 "steps": [
  "Install Ollama from https://ollama.com/download",
  "`ollama pull qwen2.5:7b`",
  "`ollama serve`",
  "Open `~/.baize/config.toml` and set `active_provider = \"ollama\"`, then save the file. (inferred, check the README)",
  "`baize`"
 ],
 "agent_prompt": "Using the Baize CLI from the Xu123-Bob/Baize repo with active_provider set to ollama, ask it to summarize the files in <project-path>. Expected output: a summary generated by the local qwen2.5:7b model. Verify that Ollama is serving on localhost:11434 before the decree runs.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "A 7B local model is less capable than the cloud backends, and the README recommends qwen2.5:7b for strong Chinese while listing llama3.1:8b and deepseek-r1:7b as alternatives.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "javascript",
 "requirements": [
  "Python 3.10 or newer with pip",
  "An API key for DeepSeek or another supported backend, or a local Ollama install",
  "Optional: IBM SPSS Statistics or a reachable SQL database, depending on the use case"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/xu123-bob-baize/run-private-analysis-on-a-local-ollama-model/",
 "md": "https://dedupedai.com/use-cases/xu123-bob-baize/run-private-analysis-on-a-local-ollama-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/xu123-bob-baize--run-private-analysis-on-a-local-ollama-model.json",
 "api_version": "v1"
}