🤖 AI Virtual Assistant: Your 24/7 Customer Service Revolution
Transform your customer service with our cutting-edge AI virtual assistant powered by NVIDIA AI Blueprint. Experience instant, personalised support that never sleeps!
https://nvda.ws/4hQOiE3
🔑 Key Features:
Multi-turn contextual understanding for natural conversations
Real-time personalization using customer data
24/7 instant response capability
Automated ticket routing and resolution
Intelligent product recommendations
Personalized customer interactions
⚙️ Technical Implementation:
Built with NVIDIA AI Blueprint
Uses Llama 3 for natural language processing
Implements NV Rerank QA for accurate response ranking
Leverages NV Embed QA for context understanding
Vector database integration for efficient data storage
SQL database for structured data management
🚀 Quick Setup Guide:
Clone the repository
Get NVIDIA API and NGC API keys
Export API keys
Authenticate containers
Deploy using Docker compose
Store custom data in the data folder
Run ingest data notebook
💡 Benefits Over Traditional Support:
Eliminates long wait times
Provides round-the-clock availability
Delivers personalized responses
Maintains context across conversations
Scales effortlessly
📊 Architecture Overview:
Indexing process for data conversion
Vector database for unstructured data
SQL database for structured information
Real-time query processing
Context-aware response generation
Timestamp:
0:00 - AI Virtual Assistant Overview
1:51 - Detailed Architecture Walkthrough
2:00 - RAG System Explanation
2:34 - Database Structure Overview
3:01 - Setup Instructions & Code Demo
3:25 - Data Integration Process
3:49 - Conclusion
