A sophisticated data analysis application built with Streamlit that combines direct data processing with AI-powered insights for comprehensive dataset analysis.
- Multi-format Support: Upload and analyze CSV, Excel, and JSON files
- Direct Analysis: Fast, deterministic answers for common questions
- AI-Powered Insights: Complex analysis using Ollama AI models
- Real-time Processing: Instant results without delays
- Dataset summary and overview
- Descriptive statistics
- Missing value analysis
- Duplicate detection
- Custom query support
- Data quality assessment
- Search functionality
streamlit
pandas
numpy
matplotlib
openpyxl
pyngrok
nest-asyncio