Multi User Mode With User Isolation

via “session-based state management with user isolation”

Python library for ML web demos — build interactive UIs in minutes, powers Hugging Face Spaces.

Unique: Implements session management transparently through Gradio's event system, requiring no explicit session code from users. Automatically scopes state to the current user based on session cookies, enabling multi-user applications without manual isolation logic.

vs others: More integrated than Flask sessions because state is managed by Gradio's event system; more transparent than Streamlit because session isolation is automatic rather than requiring explicit session state management.