{"id":24658423,"url":"https://github.com/rrayhka/pos-tagger","last_synced_at":"2025-07-07T14:07:34.617Z","repository":{"id":273519779,"uuid":"820975521","full_name":"rrayhka/pos-tagger","owner":"rrayhka","description":"POS Tagger menggunakan model dari Hugging Face untuk melakukan tagging Part-of-Speech pada teks bahasa Indonesia. 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Aplikasi ini menggunakan Flask untuk backend dan HTML/CSS untuk frontend.\n\n## Persyaratan\n\nPastikan Anda telah menginstal:\n\n- Python 3.6 atau lebih tinggi\n- pip (Python package installer)\n\n## Cara Menjalankan\n\nIkuti langkah-langkah berikut untuk menjalankan proyek ini di mesin lokal Anda:\n\n### 1. Clone Repositori\n\nClone repositori ini ke direktori lokal Anda menggunakan perintah berikut:\n\n```bash\ngit clone https://github.com/rrayhka/pos-tagger.git\n```\n\n### 2. Install Dependencies\n\nMasuk ke direktori proyek yang baru saja di-clone dan install dependencies yang diperlukan:\n\n```bash\ncd pos-tagger\npip install -r requirements.txt\n```\n\n### 3. Unduh Model\n\nJalankan skrip `download_model.py` untuk mengunduh model dan tokenizer dari Hugging Face dan menyimpannya secara lokal:\n\n```bash\npython download_model.py\n```\n\n### 4. Jalankan Aplikasi\n\nJalankan aplikasi Flask menggunakan perintah berikut:\n\n```bash\npython app.py\n```\n\n## File Utama\n\n- `app.py`: Script untuk menjalankan backend Flask.\n- `download_model.py`: Script untuk mengunduh dan menyimpan model dan tokenizer dari Hugging Face.\n- `index.html`: File HTML untuk frontend aplikasi.\n- `requirements.txt`: Daftar dependencies yang diperlukan untuk menjalankan aplikasi.\n\n## Menggunakan Aplikasi\n\n1. Buka `index.html` di browser Anda.\n2. Masukkan teks bahasa Indonesia di textarea yang disediakan.\n3. Klik tombol \"Tag POS\".\n4. Hasil POS tagging akan ditampilkan di bawah form input.\n\n## Hasil\n![hasil](static/result.png)\n\n\n## Kontribusi\n\nJika Anda ingin berkontribusi pada proyek ini, silakan buat pull request atau buka isu di repositori GitHub.\n\n## Lisensi\n\nProyek ini dilisensikan di bawah MIT License. Lihat file `LICENSE` untuk informasi lebih lanjut.\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frrayhka%2Fpos-tagger","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frrayhka%2Fpos-tagger","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frrayhka%2Fpos-tagger/lists"}