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@@ -54,7 +54,7 @@ model-index:
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  **Ultimate Hybrid Retrieval Chatbot dengan 10+ Teknik**
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- [![Hugging Face](https://img.shields.io/badge/πŸ€—-Hugging%20Face-yellow)](https://huggingface.co/Lyon28/Caca-Chatbot-V2-V2)
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  [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)
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  [![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)
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  [![Dataset](https://img.shields.io/badge/dataset-Caca--Behavior-green)](https://huggingface.co/datasets/Lyon28/Caca-Behavior)
@@ -192,7 +192,7 @@ import json
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  import faiss
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  import numpy as np
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- repo_id = "Lyon28/Caca-Chatbot-V2-V2"
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  # Download all files
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  files = [
@@ -469,42 +469,6 @@ demo.launch(share=True)
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  ---
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- ## πŸ“¦ File Structure
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-
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- ```
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- Lyon28/Caca-Chatbot-V2/
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- β”œβ”€β”€ README.md # Documentation
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- β”œβ”€β”€ config.json # Model configuration
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- β”œβ”€β”€ requirements.txt # Python dependencies
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- β”œβ”€β”€ patterns.json # Regex patterns
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- β”œβ”€β”€ keywords.json # Important keywords
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- β”‚
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- β”œβ”€β”€ indices/
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- β”‚ β”œβ”€β”€ bm25_index.pkl # BM25 index
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- β”‚ β”œβ”€β”€ tfidf_vectorizer.pkl # TF-IDF vectorizer
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- β”‚ β”œβ”€β”€ tfidf_matrix.pkl # TF-IDF matrix
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- β”‚ β”œβ”€β”€ faiss_mini_index.bin # FAISS index (MiniLM)
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- β”‚ └── faiss_mpnet_index.bin # FAISS index (MPNet)
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- β”‚
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- β”œβ”€β”€ embeddings/
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- β”‚ β”œβ”€β”€ sbert_mini_embeddings.npy # MiniLM embeddings
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- β”‚ β”œβ”€β”€ sbert_mpnet_embeddings.npy # MPNet embeddings
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- β”‚ β”œβ”€β”€ use_embeddings.npy # USE embeddings
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- β”‚ └── multilang_embeddings.npy # Multilingual embeddings
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- β”‚
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- β”œβ”€β”€ data/
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- β”‚ β”œβ”€β”€ queries.json # Dataset queries
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- β”‚ β”œβ”€β”€ responses.json # Dataset responses
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- β”‚ └── query_patterns.json # Pre-computed patterns
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- β”‚
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- └── scripts/
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- β”œβ”€β”€ inference.py # Inference script
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- β”œβ”€β”€ app_flask.py # Flask API
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- └── app_gradio.py # Gradio interface
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- ```
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-
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- ---
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-
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  ## ⚑ Performance
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  ### Inference Speed
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  ```bash
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  # Clone repository
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- git clone https://huggingface.co/Lyon28/Caca-Chatbot-V2-V2
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  cd Caca-Chatbot
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  # Install dependencies
@@ -618,7 +582,7 @@ Model ini dirilis dengan lisensi **MIT License**. Bebas digunakan untuk keperlua
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  - πŸ€— HuggingFace: [@Lyon28](https://huggingface.co/Lyon28)
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  - πŸ“Š Dataset: [Caca-Behavior](https://huggingface.co/datasets/Lyon28/Caca-Behavior)
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- - πŸ€– Model: [Caca-Chatbot](https://huggingface.co/Lyon28/Caca-Chatbot-V2-V2)
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  Dibuat dengan ❀️ menggunakan Python, Sentence-Transformers, FAISS, dan HuggingFace πŸš€
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@@ -648,16 +612,16 @@ Dibuat dengan ❀️ menggunakan Python, Sentence-Transformers, FAISS, dan Huggi
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  Untuk pertanyaan, bug report, atau feature request:
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- - πŸ’¬ **Issues**: [Open an issue](https://huggingface.co/Lyon28/Caca-Chatbot-V2-V2/discussions)
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  - πŸ“§ **Email**: cacatransformers@gmail.com
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  ---
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  ## πŸ”— Quick Links
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- - πŸ€— [Model on Hugging Face](https://huggingface.co/Lyon28/Caca-Chatbot-V2-V2)
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  - πŸ“Š [Dataset](https://huggingface.co/datasets/Lyon28/Caca-Behavior)
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  - πŸš€ [Live Demo](https://huggingface.co/spaces/Lyon28/Caca-Chatbot-V2-Demo)
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- - πŸ“š [Documentation](https://github.com/Lyon28/Caca-Chatbot-V2-V2)
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  - πŸ’» [Source Code](https://github.com/Lyon-28/caca-transformers)
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  ---
@@ -668,20 +632,6 @@ Jika CACA berguna untuk project lo, jangan lupa kasih **⭐ STAR** ya bro! πŸ™
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  ---
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- ## πŸš€ Roadmap
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-
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- ### Version 2.0 (Coming Soon)
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- - [ ] Fine-tuned small LLM integration
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- - [ ] Voice input/output support
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- - [ ] Multi-modal (image understanding)
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- - [ ] Real-time learning from feedback
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- - [ ] API rate limiting & caching
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- - [ ] Better context window (10+ turns)
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- - [ ] Emotion detection
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- - [ ] Personality customization
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-
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- ---
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-
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  <div align="center">
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  **Built with πŸ”₯ by Lyon28**
 
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  **Ultimate Hybrid Retrieval Chatbot dengan 10+ Teknik**
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+ [![Hugging Face](https://img.shields.io/badge/πŸ€—-Hugging%20Face-yellow)](https://huggingface.co/Lyon28/Caca-Chatbot-V2)
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  [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)
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  [![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)
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  [![Dataset](https://img.shields.io/badge/dataset-Caca--Behavior-green)](https://huggingface.co/datasets/Lyon28/Caca-Behavior)
 
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  import faiss
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  import numpy as np
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+ repo_id = "Lyon28/Caca-Chatbot-V2"
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  # Download all files
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  files = [
 
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  ---
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  ## ⚑ Performance
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  ### Inference Speed
 
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  ```bash
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  # Clone repository
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+ git clone https://huggingface.co/Lyon28/Caca-Chatbot-V2
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  cd Caca-Chatbot
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  # Install dependencies
 
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  - πŸ€— HuggingFace: [@Lyon28](https://huggingface.co/Lyon28)
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  - πŸ“Š Dataset: [Caca-Behavior](https://huggingface.co/datasets/Lyon28/Caca-Behavior)
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+ - πŸ€– Model: [Caca-Chatbot](https://huggingface.co/Lyon28/Caca-Chatbot-V2)
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  Dibuat dengan ❀️ menggunakan Python, Sentence-Transformers, FAISS, dan HuggingFace πŸš€
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  Untuk pertanyaan, bug report, atau feature request:
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+ - πŸ’¬ **Issues**: [Open an issue](https://huggingface.co/Lyon28/Caca-Chatbot-V2/discussions)
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  - πŸ“§ **Email**: cacatransformers@gmail.com
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  ---
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  ## πŸ”— Quick Links
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+ - πŸ€— [Model on Hugging Face](https://huggingface.co/Lyon28/Caca-Chatbot-V2)
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  - πŸ“Š [Dataset](https://huggingface.co/datasets/Lyon28/Caca-Behavior)
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  - πŸš€ [Live Demo](https://huggingface.co/spaces/Lyon28/Caca-Chatbot-V2-Demo)
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+ - πŸ“š [Documentation](https://github.com/Lyon-28/caca-transformers)
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  - πŸ’» [Source Code](https://github.com/Lyon-28/caca-transformers)
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  ---
 
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  ---
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  <div align="center">
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  **Built with πŸ”₯ by Lyon28**