{"id":18075614,"url":"https://github.com/jupitvq/simple-uib-assistant","last_synced_at":"2025-04-05T19:41:26.590Z","repository":{"id":260208659,"uuid":"880612933","full_name":"jupitvq/simple-uib-assistant","owner":"jupitvq","description":"Chatbot sederhana berbasis machine learning untuk membantu mahasiswa memberikan informasi seputar akademik \u0026 administrasi UIB.","archived":false,"fork":false,"pushed_at":"2024-12-19T13:26:42.000Z","size":313,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-11T17:57:12.300Z","etag":null,"topics":["chatbot","machine-learning","scikit-learn","virtual-assistant"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# UIB Assistant\n\nChatbot sederhana berbasis scikit-learn untuk membantu mahasiswa memberikan informasi seputar akademik \u0026 administrasi UIB.\n\n## instalasi\n\nLakukan di terminal agar dapat melakukan clone dari github ini:\n```bash\nhttps://github.com/jupitvq/simple-uib-assistant.git\n```\n\nBuatlah environment khusus project ini:\n```bash\npython -m venv venv\n```\n```bash\n.\\venv\\Scripts\\activate\n```\n\nPastikan [pip](https://pip.pypa.io/en/stable/) dan [Python 3.11](https://www.python.org/downloads/release/python-31110/) terinstal, lalu jalankan dependencies yang dibutuhkan dengan cmd dibawah:\n\n```bash\npip install -r requirements.txt\n```\nKetika semua selesai, project siap dijalankan, di repo ini akan ada 2 model yang sudah ditrain, model dari jupyter notebook dan dari python file, *satu model untuk deployment* dan *satu model untuk testing di environment*.\n\n**Update 15-11-2024: Discord deployment discontinued yang berarti tidak akan update yang sigfinikan untuk deployment Discord.**\n\n- Jika model ingin diubah, ubah di `data/intents.json` lalu jalankan `sklearn_chatbot.ipynb` dan isi input yang ada untuk pengetesan.\n- Jika ingin mencoba lokal dengan model yang ada (tidak dideploy), jalankan `chatbot_sklearn_training.py`\n- Jika ingin di deploy di Discord/Telegram, maka isilah parameter `.env` yang diperlukan.\n\n## Konfigurasi\nClone file .env.example menjadi .env dan isi token \u0026 server channel ID jika ingin di deploy ke Discord/Telegram.\nContoh:\n```python\nTELEGRAM_BOT_TOKEN=8160179:AAGXxxxxxxA4U-v0OQmQ1nAasdfwegWFWsFEwd\nDISCORD_BOT_TOKEN=MTI5NjAwxxxxxxxxxNzE0MQ.GB_mft.OmA3rkjgiexxxxgerfEFfRwT_7uiAqht0BI4_1OxpK4\nMY_GUILD_ID=12963768XXXXXXX3465\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjupitvq%2Fsimple-uib-assistant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjupitvq%2Fsimple-uib-assistant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjupitvq%2Fsimple-uib-assistant/lists"}