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--- |
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license: mit |
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datasets: |
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- Lyon28/Caca-Behavior |
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language: |
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- id |
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tags: |
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- retrieval |
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- qa |
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- indonesian |
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- bm25 |
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- tfidf |
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--- |
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# Chatbot Caca - Retrieval-Based QA |
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Chatbot berbasis BM25 + TF-IDF untuk QA Bahasa Indonesia. |
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## Model Details |
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- **Type:** Retrieval-based QA System |
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- **Size:** 2.69 MB |
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- **Algorithm:** Hybrid BM25 + TF-IDF + Fuzzy Matching |
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- **Dataset:** Caca-Behavior (4.079 QA pairs) |
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- **Language:** Indonesian |
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## Usage |
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```python |
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# Install dependencies |
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!pip install rank-bm25 scikit-learn huggingface-hub |
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# Download model |
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from huggingface_hub import hf_hub_download |
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model_path = hf_hub_download( |
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repo_id="Lyon28/Caca-Chatbot", |
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filename="chatbot_caca.pkl" |
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) |
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# Load model |
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import pickle |
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with open(model_path, 'rb') as f: |
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data = pickle.load(f) |
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print(f"Loaded {len(data['qa_pairs'])} QA pairs!") |
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``` |
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## Performance |
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- Query speed: < 10ms |
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- Accuracy: High for paraphrase matching |
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- Memory: ~3MB |
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## Credits |
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Created by Lyon28 |
