Probly – AI-powered spreadsheet Tool for Interactive Analysis & Visualization

What is Probly?

Probly is an AI-driven spreadsheet tool that integrates spreadsheet functionality with Python-based data analysis.

Built on WebAssembly, Probly enables Python code execution directly in the browser, offering interactive spreadsheets, data visualization, and intelligent analysis recommendations. Users can import data, generate analysis results or charts using AI-powered chat, and utilize a predefined prompt library for efficient workflows.

The platform is privacy-focused, as all data processing occurs locally within the browser. With a Next.js front-end and Pyodide (Python WebAssembly runtime), Probly is ideal for users seeking powerful data analysis features with a user-friendly experience.

Key Features of Probly

Interactive Spreadsheets – Fully functional spreadsheet with formula calculations, data input, and manipulation.

Python Code Execution – Run Python scripts directly in the browser for advanced data analysis without needing local installation.

Data Visualization – Generate charts and visualizations from data for better insights.

AI-Powered Smart Analysis – Leverage AI-driven suggestions and automated insights by asking questions in natural language.

Predefined Prompt Library – Use and save predefined analysis prompts for quick reuse.

Local Data Processing – All computations happen in the browser via WebAssembly, ensuring data privacy without server uploads.

Seamless User Experience – Supports keyboard shortcuts for quickly switching between AI chat and the prompt library.

Technical Foundations of Probly

Frontend Technology – Built with Next.js, TypeScript, and React for an interactive web interface.

Python Runtime – Uses Pyodide (Python compiled to WebAssembly) to execute Python code in the browser, eliminating the need for backend support.

AI Integration – Leverages OpenAI API for natural language processing and intelligent analysis, with API calls handled via a server proxy.

Data Visualization – Implements ECharts and other libraries to support various types of charts.

Modular Design – Separates spreadsheet, data analysis, and AI features into components for easy scalability and maintenance.

Project Links

Official Website: https://probly.ai

GitHub Repository: https://github.com/PragmaticMachineLearning/probly

Use Cases of Probly

Data Analysis & Reporting – Process data and generate visual reports quickly.

Education & Learning – Help beginners learn data analysis and Python programming.

Business Intelligence – Assist professionals in organizing data and creating reports efficiently.

Scientific Data Analysis – Support researchers in experiment data processing and analysis.

Personal Data Management – Analyze personal finance, health, and other data conveniently.