| # 🚀 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! 🚀**
|
|
|
|
|
