{"id":22293405,"url":"https://github.com/smartloop-ai/smartloop","last_synced_at":"2026-04-25T01:02:06.570Z","repository":{"id":250628352,"uuid":"809280530","full_name":"smartloop-ai/smartloop","owner":"smartloop-ai","description":"An open-source local AI orchestration for 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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","auto-tuning","fine-tune-llms","fine-tuning","framework","ggml","gguf","llm","llm-inference","orchestration","slm","textual","tui","tui-app"],"created_at":"2024-12-03T17:29:00.671Z","updated_at":"2026-04-25T01:02:06.533Z","avatar_url":"https://github.com/smartloop-ai.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://smartloop.ai\"\u003e\n    \u003cpicture\u003e\n      \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/user-attachments/assets/9ced8d4f-3c5d-46e5-a1e8-0b7e9e70e4d9\" /\u003e\n      \u003csource media=\"(prefers-color-scheme: light)\" srcset=\"https://github.com/user-attachments/assets/c08ace32-92f9-4d50-849e-ee68c4ac1a48\" /\u003e\n      \u003cimg width=\"149\" height=\"28\" alt=\"Smartloop\" src=\"https://github.com/user-attachments/assets/9ced8d4f-3c5d-46e5-a1e8-0b7e9e70e4d9\" /\u003e\n    \u003c/picture\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\u003cp align=\"center\"\u003eAn AI assistant to generate information and auto-tune from documents\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/github/actions/workflow/status/smartloop-ai/smartloop/release.yml\"/\u003e\n\u003c/p\u003e\n\n[![Smartloop Terminal UI](screenshot.png)](https://smartloop.ai)\n\n---\n\n### Installation\n\nCopy and paste the following script to your terminal to get started:\n\n```bash\ncurl -fsSL https://smartloop.ai/install | bash\n```\n\nOptionally, on macos install using [Homebrew](https://brew.sh):\n\n```bash\nbrew tap smartloop-ai/smartloop\nbrew install smartloop\n```\n\n\n\u003e [!TIP]\n\u003e To upgrade: `brew update \u0026\u0026 brew upgrade smartloop`\n\n\n**From source:**\n\n\u003e [!NOTE]\n\u003e Requires Python 3.11. For NVIDIA GPU acceleration on Linux/Windows, install [CUDA 12.4](https://developer.nvidia.com/cuda-12-4-0-download-archive) before proceeding. The build step auto-creates and activates a virtual environment, then detects your GPU backend — Metal on macOS, CUDA on Linux/Windows with NVIDIA.\n\n```bash\ngit clone https://github.com/smartloop-ai/smartloop.git\ncd smartloop\nmake build   # creates and activates .venv, installs dependencies, and configures GPU backend\nmake test    # verifies CLI and GPU offload support\n```\n\n### Uninstall\n\n```bash\n# If installed via curl\ncurl -fsSL https://smartloop.ai/uninstall | bash\n```\nIf install using homebrew , pase the folllowing in your terminal:\n\n```bash\nbrew uninstall smartloop\nbrew untap smartloop-ai/smartloop\n```\n\n### Usage\n\n```bash\n# View available commands\nslp --help\n\n# Initialize the workspace with a different model:\nslp init -t \u003cdeveloper_token\u003e --model=\u003cllama3-1b\u003e\n\n# start the tui\nslp \n```\n\n\u003e [!TIP]\n\u003e You can generate a developer token from the [Console](https://app.smartloop.ai/).\n\n\n### Service Status\n\nIn order ensure that your service is running correctly, type the following command in your terminal:\n\n```bash\nslp status\n```\nThis will print details like current GPU being detected, loaded project and context available based on the size of your VRAM or system memeory in case macos based systems\n\n| Property | Value |\n|----------|-------|\n| Server | http://127.0.0.1:63838 |\n| PID | 17320 |\n| Model loaded | True |\n| Model | gemma3-1b |\n| Quantization | Q8_0 |\n| Context window | 31232 |\n| Flash attention | False |\n| Model size | 1020 MB |\n| Memory usage | 8% |\n| GPU | Apple Silicon (MPS) |\n| Active project | Personal (id=71db0b23-6d6d-401a-b04e-cbb64e7e9636) |\n| Project model | gemma3-1b |\n\n### Requirements\n\n| Requirement | Description | Required |\n|-------------|-------------|----------|\n| OS | macOS (Apple Silicon) or Linux (x86_64) or WSL | Yes |\n| Python | 3.11+ | Yes |\n| CUDA | 12.6+ (NVIDIA GPU acceleration) Metal | No (defaults to CPU) |\n| Metal| Bespoke on mac | yes |\n\n### Troubleshooting\n\n#### GPU not detected / Falls back to CPU\n\nIf the app falls back to CPU on a GPU-enabled system:\n\n1. **Enable persistence mode:**\n   ```bash\n   sudo nvidia-smi -pm ENABLED\n   ```\n\n2. **Verify GPU detection:**\n   ```bash\n   nvidia-smi\n   ```\n\nIf issues persist, ensure NVIDIA drivers are properly installed.\n\n### License\n\n© 2016 Smartloop Inc.\n\nAll code is licensed under Apache 2.0. See [LICENSE](LICENSE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsmartloop-ai%2Fsmartloop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsmartloop-ai%2Fsmartloop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsmartloop-ai%2Fsmartloop/lists"}