Streamlit
FreePython framework for building data and ML web apps quickly.
Tool Info
Overview
Streamlit lets you build web apps using only Python code.
It refreshes automatically as code changes, making iteration fast.
Widgets and layouts are defined with simple function calls.
It is a common choice for ML demos and dashboards.
Features
- Python-only development
- Auto-refresh
- Built-in widgets
- Easy deployment
Pricing
Free tier available
Free (open source)Community Cloud (free)Teams ($75/mo)
Pros
- Fastest path from script to app
- No frontend knowledge needed
- Free hosting
Best For
ML demosInternal toolsData dashboards
When NOT to Use
- Limited layout control
- Not for production-scale apps
Integrations & Models
Integrations
PandasPlotlyAltairSnowflake
Community Insights
Real implementation experiences shared by AI practitioners.
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Related Tools
Alternatives
Tags
#python#ui#ml#dashboard
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