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Install Ollama\n\nDownload from https://ollama.com/download and install for your OS.\n\n### 2. Pull a code model\n\nOn 16GB RAM / CPU-only, start with the 7B quantized coder model:\n\n```bash\nollama pull qwen2.5-coder:7b-instruct-q4_K_M\n```\n\nIf responses feel too slow while you're iterating on the code, switch to the\n3B variant for speed (edit `OLLAMA_MODEL` in `src/agents.py` or set the env\nvar below):\n\n```bash\nollama pull qwen2.5-coder:3b-instruct-q4_K_M\n```\n\nOllama runs as a background service after install -- no need to start it\nmanually. Verify it's up:\n\n```bash\nollama list\n```\n\n### 3. Python environment\n\n```bash\npython -m venv venv\nsource venv/bin/activate      # Windows: venv\\Scripts\\activate\npip install -r requirements.txt\n```\n\n### 4. (Optional) override the model/host\n\n```bash\nexport OLLAMA_MODEL=\"ollama/qwen2.5-coder:3b-instruct-q4_K_M\"\nexport OLLAMA_API_BASE=\"http://localhost:11434\"\n```\n\n### 5. 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