FastOpp Live Example
AI Chat with Conversation Management
This example demonstrates intelligent conversation management, automatic title generation, persistent chat history, and hybrid search using vector and SQL databases.
The live demo site may be sleeping. It may take up to a minute to wake up.
Key Features
Intelligent Conversation Management
Advanced conversation flow management with context awareness and intelligent responses.
Automatic Title Generation
AI-powered automatic generation of conversation titles for better organization and navigation.
Persistent Chat History
Complete conversation history storage with efficient retrieval and management capabilities.
Hybrid Search System
Advanced search combining vector database semantic search with SQL full-text search capabilities.
Vector Database Integration
Semantic search capabilities using vector embeddings for intelligent content retrieval.
SQL Full-Text Search
Traditional full-text search capabilities for precise keyword matching and filtering.
Technical Implementation
Built with FastOpp Architecture
This example demonstrates how to extend the base FastOpp application with advanced AI chat capabilities. It showcases the Model-View-Service (MVS) architecture in action with real-world features.
Key Technologies
- FastAPI with async/await support
- PostgreSQL with full-text search
- Vector database for semantic search
- AI model integration for chat
- Real-time streaming responses
Student Learning Benefits
- Hands-on AI integration experience
- Database design and optimization
- Modern Python async patterns
- Production-ready architecture
- Real-world project portfolio
Ready to Explore?
This example shows how FastOpp can be extended with advanced AI capabilities. Perfect for students learning modern web development with AI integration.