Run an open-weight model locally and call it from your code
Install Ollama, pull an open model and call it through the local REST API so prompts stay on your machine.
Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Summary based on the GitHub description (opens in a new tab)
Excerpt from the README · Checked 15 Oct 2026
import ollama from "ollama";
const response = await ollama.chat({
model: "gemma4",
messages: [{ role: "user", content: "Why is the sky blue?" }],
});
console.log(response.message.content);Shown exactly as published. Top 200 Repos has not run or tested it. View in README (opens in a new tab)
Global rank in each recorded snapshot. A lower number is a higher rank.
From #44 to #45 across 2 snapshots since 15 Oct 2026.
Install Ollama, pull an open model and call it through the local REST API so prompts stay on your machine.
Connect Home Assistant to a local Ollama model as its conversation agent so you can ask it to control exposed devices privately.
Stephen Sebastian replaced a paid cloud OCR API with Gemma 4 E4B on Ollama to pull date, amount and description from contractor invoice photos on his laptop.
Meetily records calls, transcribes them on the device with Whisper or Parakeet, and writes summaries with a local Ollama model or a cloud model you pick.
paperless-ai suggests titles, tags, correspondents and dates for documents in a Paperless-ngx archive, using a local Ollama model or a cloud LLM, with manual review and undo.
Crawl4AI crawls pages into clean Markdown and extracts fields such as product names and prices with CSS or XPath schemas or an LLM, giving an agent tidy input for a market or competitor comparison.
Mealie is a self-hosted recipe manager and meal planner; with an OpenAI-compatible provider it can turn web pages, pasted text or photos into recipes, parse ingredients and suggest tags.
Videos that cover this exact repository, matched with evidence. Watching opens YouTube, which applies its own privacy terms.
The description links the GitHub repository.
Checked 12 Nov 2026
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