Streamlit for AI Dashboards
Speaker: Jeff
Duration: 15 minutes
Time: 7:30 PM - 7:45 PM
Overview
Learn how to build interactive dashboards for your AI applications using Streamlit. This talk covers:
- Rapid prototyping of AI interfaces
- Real-time data visualization
- Interactive model demonstrations
- Deployment strategies
Key Topics
Streamlit Fundamentals
- Component architecture
- State management
- Caching strategies
- Performance optimization
AI Integration Features
- LLM chat interfaces
- Model output visualization
- Interactive parameter tuning
- Real-time inference displays
Advanced Techniques
- Custom components
- Multi-page applications
- Authentication and security
- Database integration
Demo Applications
- Agent monitoring dashboard
- Model comparison interface
- Training metrics visualization
- Interactive prompt playground
Deployment Options
- Streamlit Cloud
- Self-hosted solutions
- Container deployment
- Scaling considerations
Resources
About the Speaker
Jeff is a data visualization expert specializing in building intuitive interfaces for AI applications.