GitHub Actions for Free 24/7 AI Automation

Описание и применение

Запуск локальной модели Llama3.2 на MacBook позволяет выполнять AI‑задачи бесплатно и приватно, интегрируя их в GitHub Actions.

Задача

Cloud AI services cost money per token and expose data to third‑party servers.

Результат

Achieved zero‑cost, private, and fast AI automation by running a local LLM, enabling use cases like RAG, voice assistants, and code review on every commit.

Рабочий процесс

• Install Ollama via Homebrew
• Pull the llama3.2 model with ollama pull llama3.2
• Start the local server with ollama serve
• Create a Python script that posts prompts to http://localhost:11434/api/generate
• Integrate the script into a GitHub Action workflow for continuous automation

Доказательства

Every token costs money. Every API call adds up. And your data goes to their servers.

Источник

Now you have a GPT-4 level model running on your MacBook. Free. Private. Fast.

Источник

I built 45 tools using this stack. All free. All local. All open source.

Источник