AI / ML ML Demo stable
Gradio
Build ML web demos in minutes with Python
37.0K stars
400 contributors
Since 2019
Python library for quickly creating customizable web interfaces for ML models, APIs, and data science workflows with shareable links and Hugging Face Spaces integration.
License
Apache-2.0
Min RAM
256 MB
Min CPUs
1 core
Scaling
single_node
Complexity
beginner
Performance
lightweight
Self-hostable
✓
K8s native
✕
Offline
✕
Pricing
fully free
Docs quality
excellent
Vendor lock-in
none
Use cases
- ✓ Share ML model demos with stakeholders via link
- ✓ Build internal data labeling tools
- ✓ Create interactive AI applications for non-technical users
- ✓ Prototype and test models before production deployment
Anti-patterns / when NOT to use
- ✕ Not for production-grade web applications
- ✕ Limited customization compared to React/Vue
- ✕ Not suitable for complex multi-page apps
Integrates with
Compare with alternatives
Replaces / alternatives to
Technical specs
Language
Python
API type
RESTSDK
Protocols
HTTP
Deployment
pipdocker
SDKs
python
Community
GitHub stars 37.0K
Contributors 400
Commit frequency daily
Plugin ecosystem none
Backing Hugging Face
Funding vc_backed
Release
Latest version
— Last release —
Since 2019
Best fit
Team size
solosmall
Industries
generalresearcheducation