MINEO 2025.09: Live Apps, Camera Widget & Usage Dashboard

Discover the latest advancements in MINEO version 2025.09, featuring powerful new deployment capabilities with Live Apps, enhanced data collection through Camera Widgets, streamlined environment management, and comprehensive usage analytics.

🚀 Live Apps - Deploy Web Applications with Confidence

Introducing Live Apps, a revolutionary feature that enables you to deploy web applications (Streamlit, Gradio, FastAPI, or any custom web app) with simplicity and reliability. Unlike traditional notebooks, Live Apps run in a persistent environment, staying active until manually stopped.

Key Features:

• Simple Deployment: Deploy any web framework that works on port 8000, ensuring broad compatibility and easy integration
• Framework Flexibility: Full support for popular frameworks like Streamlit, Gradio, and FastAPI
• Persistent Services: Your application remains active and accessible to all users until manually stopped
• Dedicated Resources: Each application gets allocated resources, guaranteeing stable performance without interference
• Docker-Based Environment: Simplifies environment reproduction and management, reducing configuration issues
• Showcase Integration: Now in the showcase section you can explore demos built with various engines beyond MINEO, demonstrating the versatility of Live Apps

Live Apps bridge the gap between development and production, offering the perfect solution for applications requiring stability and continuous execution.

📸 Camera Widget - Capture Images Seamlessly

The new Camera Widget empowers users to take and save images directly from their device camera, expanding data collection capabilities within your applications.

Features:

• Permission Management: Requests user camera access with clear consent flow
• Intuitive Interface: Simple, user-friendly design similar to the Upload widget
• Optional Execution Pause: Stop pipeline execution until an image is captured
• Customizable Paths: Configure image storage paths and link them to Python variables
• Seamless Integration: Works naturally within your existing notebook workflows

Perfect for quality control applications, data collection workflows, and interactive demonstrations requiring real-time image capture.

🔧 Project Environment Variables

Enhance your project configuration with Project Environment Variables that automatically inject into pipelines, notebooks, and Live Apps.

This feature provides centralized configuration at the project level with universal access across all execution contexts. Environment variables are securely managed without hardcoding values, enabling streamlined deployment across different environments and enhanced team collaboration. This eliminates the need for repetitive configuration and ensures consistent environment setup across your entire project ecosystem.

📊 Usage Statistics Dashboard

Gain visibility into your resource consumption with the new Usage Analytics Panel in Organization > Activity.

📈 Multi-Level Analytics

👥 Organization & User Insights:

• Real-time CPU and GPU tracking with performance optimization recommendations
• User activity patterns to identify peak usage times and resource bottlenecks
• Smart resource allocation suggestions based on usage history

📁 Project-Level Intelligence:

• Disk space analytics with storage consumption trends and cleanup recommendations
• Project resource utilization breakdown to identify resource-heavy applications
• Cost attribution per project for accurate budget planning

Know more at: https://b.mineo.app/documentation/docs/organizations-and-projects/organizations#activity

🔧 Minor Enhancements

• KPI Widget: Improved formatting consistency and orientation controls with enhanced visual presentation across different layouts
• Editor: Save functionality now responds to Ctrl+S keyboard shortcut for enhanced workflow efficiency
• Python Selectors: ‘Select All’ now intelligently selects only visible or filtered items, improving user experience for large datasets

🐛 Bug Fixes

• KPI Widget: Fixed suffix icon rendering and alignment issues
• Form Widget: Resolved rapid-click clearing behavior when using the X button and fixed content restoration issues after clearing
• Pipeline Logs: Corrected log mixing issues for cleaner debugging experience with improved log organization and readability
• Organization Plans: Corrected feature display for Free plan organizations and improved plan comparison clarity

Enhanced Developer Experience

MINEO 2025.09 represents a significant step forward in making data applications more accessible, reliable, and powerful. The combination of Live Apps for persistent deployments, Camera Widget for enhanced data collection, project-level environment management, and comprehensive usage analytics creates a more complete platform for data-driven applications.

We encourage you to explore these new features and share your feedback to help us continue improving the MINEO experience.

For comprehensive documentation on these new capabilities, visit our updated documentation: https://b.mineo.app/documentation/