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062c3e3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 | # 🚀 Phase 4 Implementation - Complete Guide
## ✅ **All Phase 4 Components Implemented!**
Complete implementation of Voice Reply (TTS), On-Device Inference, and Agent Orchestration.
---
## 📋 **What Was Implemented**
### **1. TTS Service** ✅
- **File**: `services/tts_service.py`
- **Features**:
- Coqui TTS integration (primary)
- pyttsx3 fallback
- Voice caching
- Base64 encoding for WhatsApp
- Multiple voice styles support
### **2. Model Quantization** ✅
- **File**: `tools/quantize_model.py`
- **Features**:
- bitsandbytes 4-bit/8-bit quantization
- GGML conversion support
- Edge deployment ready
### **3. WhatsApp Integration** ✅
- **File**: `integrations/whatsapp_webhook_example.py`
- **Features**:
- Webhook handling
- Signature verification
- Media processing (images, audio)
- Text message handling
- FastAPI server
### **4. Telegram Integration** ✅
- **File**: `integrations/telegram_bot_example.py`
- **Features**:
- Bot commands
- Photo handling (bills)
- Audio handling (voice notes)
- Confirmation buttons
- Interactive keyboards
### **5. Agent Orchestrator** ✅
- **File**: `agents/orchestrator.py`
- **Features**:
- Multi-step workflow planning
- Step execution
- Safety checks
- Audit logging
- Consent management
### **6. Production Training Config** ✅
- **File**: `config/training_config.yaml`
- **Features**:
- LoRA configuration
- RunPod settings
- Safety settings
- Metrics configuration
---
## 🚀 **Quick Start**
### **TTS Service**
```bash
cd backend/mobot-dataset
python services/tts_service.py
```
### **WhatsApp Webhook**
```bash
# Set environment variables
export WHATSAPP_WEBHOOK_SECRET="your_secret"
export WHATSAPP_VERIFY_TOKEN="mobot_verify_token"
# Run server
python integrations/whatsapp_webhook_example.py
```
### **Telegram Bot**
```bash
# Set bot token
export TELEGRAM_BOT_TOKEN="your_bot_token"
# Run bot
python integrations/telegram_bot_example.py
```
### **Agent Orchestrator**
```bash
python agents/orchestrator.py
```
---
## 📊 **Architecture**
```
[WhatsApp/Telegram]
↓
[Webhook/Bot Handler]
↓
[Agent Orchestrator]
↓
[OCR/STT/TTS Services] → [MOBOT LLM] → [Payment Service]
↓
[Audit & Logging]
```
---
## ✅ **Features**
### **Voice Reply (TTS)**
- ✅ Natural-sounding voices
- ✅ Multiple language support
- ✅ Audio caching
- ✅ WhatsApp/Telegram delivery
### **On-Device Inference**
- ✅ Model quantization (4-bit/8-bit)
- ✅ Edge deployment ready
- ✅ Low latency options
### **Agent Orchestration**
- ✅ Multi-step workflows
- ✅ Safety checks
- ✅ Consent management
- ✅ Audit logging
### **Integration**
- ✅ WhatsApp webhook
- ✅ Telegram bot
- ✅ Media handling
- ✅ Confirmation flows
---
## 🎯 **Next Steps**
1. **Test TTS Service**
```bash
python services/tts_service.py
```
2. **Deploy WhatsApp Webhook**
- Configure webhook URL
- Set environment variables
- Test with Meta Business
3. **Deploy Telegram Bot**
- Get token from BotFather
- Run bot server
- Test commands
4. **Test Orchestrator**
```bash
python agents/orchestrator.py
```
---
## 📝 **Configuration**
### **Environment Variables**
```bash
# WhatsApp
WHATSAPP_WEBHOOK_SECRET=your_secret
WHATSAPP_VERIFY_TOKEN=mobot_verify_token
# Telegram
TELEGRAM_BOT_TOKEN=your_bot_token
# TTS
TTS_CACHE_DIR=cache/tts
```
---
## ✅ **Status**
- ✅ TTS Service: Complete
- ✅ Quantization Tool: Complete
- ✅ WhatsApp Integration: Complete
- ✅ Telegram Integration: Complete
- ✅ Agent Orchestrator: Complete
- ✅ Training Config: Updated
**All Phase 4 components are ready! 🚀**
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