Update README.md

README.md

@@ -1,61 +1,56 @@
 ---
-
 license: mit
 datasets:
 - Lyon28/datasets-caca-3500
 language:
 - id
 tags:
-   - retrieval
-   - qa
-   - indonesian
-   - bm25
-   - tfidf
-   
+- retrieval
+- qa
+- indonesian
+- bm25
+- tfidf
 ---
-
-   # Chatbot Caca - Retrieval-Based QA
-   
-   Chatbot berbasis BM25 + TF-IDF untuk QA Bahasa Indonesia.
+# Chatbot Caca - Retrieval-Based QA
    
-   ## Model Details
+Chatbot berbasis BM25 + TF-IDF untuk QA Bahasa Indonesia.
    
-   - **Type:** Retrieval-based QA System
-   - **Size:** 2.69 MB
-   - **Algorithm:** Hybrid BM25 + TF-IDF + Fuzzy Matching
-   - **Dataset:** datasets-caca-3500 (3,500 QA pairs)
-   - **Language:** Indonesian
+## Model Details
    
-   ## Usage
+- **Type:** Retrieval-based QA System
+- **Size:** 2.69 MB
+- **Algorithm:** Hybrid BM25 + TF-IDF + Fuzzy Matching
+- **Dataset:** datasets-caca-3500 (3,500 QA pairs)
+- **Language:** Indonesian
    
-   ```python
-   # Install dependencies
-   !pip install rank-bm25 scikit-learn huggingface-hub
+## Usage
    
-   # Download model
-   from huggingface_hub import hf_hub_download
+```python
+# Install dependencies
+!pip install rank-bm25 scikit-learn huggingface-hub
    
-   model_path = hf_hub_download(
-       repo_id="Lyon28/caca-based-chatbot",
-       filename="chatbot_caca.pkl"
-   )
+# Download model
+from huggingface_hub import hf_hub_download
    
-   # Load model
-   import pickle
-   with open(model_path, 'rb') as f:
-       data = pickle.load(f)
+model_path = hf_hub_download(
+repo_id="Lyon28/caca-based-chatbot",
+filename="chatbot_caca.pkl"
+)
    
-   print(f"Loaded {len(data['qa_pairs'])} QA pairs!")
-   ```
+# Load model
+import pickle
+with open(model_path, 'rb') as f:
+data = pickle.load(f)
    
-   ## Performance
+print(f"Loaded {len(data['qa_pairs'])} QA pairs!")
+```
    
-   - Query speed: < 10ms
-   - Accuracy: High for paraphrase matching
-   - Memory: ~3MB
+## Performance
    
-   ## Credits
+- Query speed: < 10ms
+- Accuracy: High for paraphrase matching
+- Memory: ~3MB
    
-   Created by Lyon28
+## Credits
    
----
+Created by Lyon28