Update README.md

README.md

@@ -8,3 +8,331 @@ pinned: false
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+---
+Di frontend production
+ Endpoint Hugging Face yang Tersedia:
+Base URL: https://lyon28-ai-character-chat.hf.space/inference
+Models yang Supported:
+Lyon28/Tinny-Llama
+Lyon28/Pythia
+Lyon28/Bert-Tinny
+Lyon28/Albert-Base-V2
+Lyon28/T5-Small
+Lyon28/GPT-2
+Lyon28/GPT-Neo
+Lyon28/Distilbert-Base-Uncased
+Lyon28/Distil_GPT-2
+Lyon28/GPT-2-Tinny
+Lyon28/Electra-Small
+
+---
+# Character AI Chat - CPU Optimized Backend
+
+🎭 **Advanced Character AI Chat System** dengan dukungan 11 model AI yang dioptimalkan untuk CPU, dilengkapi dengan sistem roleplay canggih, memori percakapan, dan kecerdasan emosional.
+
+## ✨ Fitur Utama
+
+### 🧠 Multi-Model AI Support
+- **11 Model AI** yang dioptimalkan untuk CPU
+- Mendukung berbagai jenis task: Text Generation, Classification, Text2Text
+- Auto-loading dengan lazy initialization untuk performa optimal
+
+### 🎭 Advanced Roleplay System
+- **Conversation Memory** - Mengingat percakapan sebelumnya
+- **Dynamic Personality** - Karakter yang berkembang seiring waktu
+- **Emotional Intelligence** - Mendeteksi dan merespons emosi user
+- **Character Development** - Belajar preferensi dan adaptasi gaya bicara
+- **Roleplay Actions** - Aksi fisik dan emosional yang kontekstual
+- **Relationship Tracking** - Level hubungan yang berkembang
+
+### 🌟 Enhanced Features
+- **Situational Context** - Respons disesuaikan dengan situasi dan lokasi
+- **Indonesian Language Optimized** - Dioptimalkan untuk bahasa Indonesia
+- **Session Management** - Multiple session dengan memori terpisah
+- **Real-time Processing** - Response time tracking
+- **Fallback System** - Sistem backup untuk handling error
+
+## 🚀 Model yang Didukung
+
+### ⚡ Priority 1 (Ultra Fast)
+- **DistilGPT-2** - Text generation ringan dan cepat
+- **GPT-2 Tinny** - Versi kompak GPT-2
+- **BERT Tinny** - Text classification ringan
+- **DistilBERT** - Classification model yang efisien
+
+### 🔥 Priority 2 (Balanced)
+- **ALBERT Base** - Advanced text understanding
+- **ELECTRA Small** - Efficient pre-training model
+- **T5 Small** - Text-to-text generation
+- **GPT-2 Standard** - Standard GPT-2 model
+
+### 💪 Priority 3 (Advanced)
+- **Tinny Llama** - Compact large language model
+- **Pythia** - Research-grade model
+- **GPT-Neo** - Open-source GPT alternative
+
+## 📋 Persyaratan Sistem
+
+### Software Requirements
+```
+Python 3.8+
+FastAPI
+Transformers
+PyTorch (CPU version)
+Uvicorn
+```
+
+### Hardware Requirements
+- **CPU**: Multi-core processor (minimum 4 cores recommended)
+- **RAM**: 8GB minimum, 16GB recommended
+- **Storage**: 10GB free space untuk model cache
+- **Platform**: Windows, macOS, Linux
+
+## 🛠️ Instalasi
+
+### 1. Clone Repository
+```bash
+git clone <repository-url>
+cd character-ai-chat
+```
+
+### 2. Install Dependencies
+```bash
+pip install -r requirements.txt
+```
+
+### 3. Setup Environment
+```bash
+# Optional: Set cache directory
+export HF_HOME=/path/to/cache
+export TRANSFORMERS_CACHE=/path/to/cache
+```
+
+### 4. Prepare Assets
+Pastikan file berikut ada di root directory:
+- `index.html` - Frontend interface
+- `avatar.png` - Character avatar (optional)
+- `background.png` - Background image (optional)
+
+### 5. Run Application
+```bash
+python app.py
+```
+
+Aplikasi akan berjalan di: `http://localhost:7860`
+
+## 🎮 Cara Penggunaan
+
+### Basic Chat
+```python
+import requests
+
+response = requests.post("http://localhost:7860/chat", json={
+    "message": "Hai, apa kabar?",
+    "model": "distil-gpt-2",
+    "char_name": "Sayang",
+    "user_name": "Kamu",
+    "situation": "Santai",
+    "location": "Ruang tamu"
+})
+
+print(response.json()["response"])
+```
+
+### Advanced Usage dengan Session
+```python
+# Chat dengan session tracking
+response = requests.post("http://localhost:7860/chat", json={
+    "message": "Aku sedang sedih hari ini",
+    "model": "gpt-2",
+    "char_name": "Luna",
+    "user_name": "Alex",
+    "situation": "Romantis",
+    "location": "Taman",
+    "session_id": "user_123"
+})
+```
+
+### Cek Memory Session
+```python
+# Lihat conversation memory
+memory = requests.get("http://localhost:7860/memory/user_123")
+print(memory.json())
+
+# Lihat personality development
+personality = requests.get("http://localhost:7860/personality/user_123")
+print(personality.json())
+```
+
+## 🌐 API Endpoints
+
+### Core Endpoints
+- `POST /chat` - Main chat endpoint
+- `GET /models` - List available models
+- `GET /health` - Health check
+- `GET /config` - Configuration info
+
+### Enhanced Features
+- `GET /memory/{session_id}` - Get conversation memory
+- `GET /personality/{session_id}` - Get character personality
+- `DELETE /session/{session_id}` - Reset session data
+
+### Utility Endpoints
+- `GET /verify-models` - Verify all models loading
+- `POST /inference` - Alternative inference endpoint
+- `GET /api` - API documentation
+
+## 🎨 Kustomisasi Karakter
+
+### Personality Traits
+Karakter memiliki 5 trait utama yang dapat disesuaikan:
+```python
+personality.traits = {
+    "extraversion": 0.7,      # Seberapa ekstrovert (0-1)
+    "agreeableness": 0.8,     # Seberapa mudah setuju (0-1)
+    "conscientiousness": 0.6,  # Seberapa teliti (0-1)
+    "neuroticism": 0.3,       # Seberapa cemas (0-1)
+    "openness": 0.7          # Seberapa terbuka (0-1)
+}
+```
+
+### Speaking Styles
+- `casual_friendly` - Santai dan ramah
+- `romantic_caring` - Romantis dan perhatian
+- `supportive_warm` - Supportif dan hangat
+- `playful_teasing` - Main-main dan menggoda
+
+### Situasi yang Didukung
+- **Santai** - Obrolan santai sehari-hari
+- **Romantis** - Suasana romantis dan intim
+- **Sedih** - Memberikan dukungan emosional
+- **Excited** - Berbagi kegembiraan
+- **Study** - Membantu belajar
+- **Gaming** - Ngobrol tentang games
+
+## 🔧 Optimisasi CPU
+
+### Memory Management
+```python
+# CPU thread optimization
+torch.set_num_threads(2)
+os.environ['OMP_NUM_THREADS'] = '2'
+os.environ['MKL_NUM_THREADS'] = '2'
+
+# Memory cleanup
+gc.collect()
+```
+
+### Model Loading Strategy
+- **Lazy Loading** - Model dimuat saat pertama kali digunakan
+- **Shared Pipelines** - Reuse pipeline untuk efisiensi
+- **Cache Management** - Automatic cache cleanup
+
+## 📊 Performance Monitoring
+
+### Response Time Tracking
+Setiap response dilengkapi dengan informasi performa:
+```json
+{
+    "response": "Hai! Apa kabar?",
+    "processing_time": "450ms",
+    "model": "DistilGPT-2 ⚡",
+    "status": "success"
+}
+```
+
+### Memory Usage
+```python
+# Check memory usage
+GET /health
+{
+    "loaded_models": 5,
+    "memory_usage": "2.1GB",
+    "optimization": "Character AI CPU-Tuned"
+}
+```
+
+## 🐛 Troubleshooting
+
+### Common Issues
+
+**Model Loading Error**
+```bash
+# Solution: Clear cache
+rm -rf /tmp/.cache/huggingface
+```
+
+**Out of Memory**
+```python
+# Reduce max_length
+request.max_length = 100
+
+# Use lighter models
+model = "distil-gpt-2"  # instead of "gpt-neo"
+```
+
+**Slow Response**
+```python
+# Use priority 1 models for faster response
+recommended_models = ["distil-gpt-2", "gpt-2-tinny", "bert-tinny"]
+```
+
+### Debug Mode
+```bash
+# Run with debug logging
+PYTHONPATH=. python -m uvicorn app:app --reload --log-level debug
+```
+
+## 🤝 Contributing
+
+### Development Setup
+```bash
+# Install development dependencies
+pip install -r requirements-dev.txt
+
+# Run tests
+python -m pytest tests/
+
+# Code formatting
+black app.py
+flake8 app.py
+```
+
+### Adding New Models
+1. Tambahkan model config di `MODELS` dictionary
+2. Test dengan `/verify-models` endpoint
+3. Update documentation
+
+### Adding New Features
+1. Extend appropriate class (`ConversationMemory`, `CharacterPersonality`, etc.)
+2. Add endpoint if needed
+3. Update API documentation
+
+## 📄 License
+
+MIT License - Lihat file LICENSE untuk detail lengkap.
+
+## 🙏 Acknowledgments
+
+- **Hugging Face Transformers** - Model implementation
+- **FastAPI** - Web framework
+- **PyTorch** - Deep learning backend
+- **Community Contributors** - Bug reports and suggestions
+
+## 📞 Support
+
+- **Issues**: GitHub Issues
+- **Discussions**: GitHub Discussions
+- **Email**: [your-email@domain.com]
+
+---
+
+### 📈 Stats
+- **11 AI Models** supported
+- **CPU Optimized** for affordable hosting
+- **Advanced Roleplay** features
+- **Indonesian Language** optimized
+- **Real-time Processing** under 500ms average
+
+**Happy Chatting! 🎭✨**