# Probly AI: An Advanced Spreadsheet and LLM Integration Platform for Enhanced Data Analysis and Collaboration
**Repository:** [probly-ai](https://github.com/PragmaticMachineLearning/probly) | **Language:** TypeScript, CSS, JavaScript (Pyodide) | **License:** MIT License
Probly AI is a cutting-edge web application that seamlessly combines the power of spreadsheets with advanced language models (LLMs), such as OpenAI’s API. It offers users an intuitive interface for data manipulation and analysis while leveraging LLM capabilities to provide intelligent insights, predictions, and recommendations within the same platform.
## Key Features
– **Spreadsheet**: Probly AI utilizes Handsontable and HyperFormula as its foundation for creating dynamic spreadsheets with advanced formulas support similar to popular solutions like Excel or Google Sheets. Users can easily input, edit, analyze, and visualize data in a familiar environment.
– **Python Runtime**: Probly AI incorporates Pyodide (WebAssembly) as the Python runtime engine enabling users to execute Python code directly within their browser without requiring any additional software installation. This feature unlocks endless possibilities for custom scripting and complex computations using Python’s vast ecosystem of libraries.
– **LLM Integration**: The platform integrates with OpenAI API, allowing users to access advanced natural language processing capabilities such as text summarization, sentiment analysis, translation services, code generation, question answering systems (Q&A), etc., directly from within their spreadsheet environment. This integration enables users to leverage the power of LLMs for various tasks without switching between different tools or platforms.
– **Visualizations**: Probly AI supports interactive data visualization through ECharts library which provides a wide range of chart types including line charts, bar graphs, pie charts, scatter plots and more—all designed to help users gain insights from their datasets quickly and efficiently.
## Documentation & Resources
For comprehensive documentation on Probly AI features and usage instructions visit the [Probly Documentation](https://probly-ai.readthedocs.io/en/latest/) page or explore available resources such as custom properties configurations, activities demonstrating practical applications of this toolkit, etc., within its GitHub repository.
## Contributions & Community Support
If you find Probly AI useful and want to contribute towards its development or improvement, feel free to star the project on GitHub or open issues/pull requests for bug fixes or feature enhancements. Additionally, join our active community forum where users share tips, tricks, ask questions related to using this platform effectively—let’s collaborate together in making Probly AI even better!
## License & Repository Information
Probly AI is released under the MIT License allowing anyone to use it freely for personal or commercial purposes while maintaining attribution towards its original authors. You can find more details about licensing terms at [LICENSE](https://github.com/PragmaticMachineLearning/probly/blob/main/LICENSE).
To explore the source code repository of Probly AI, visit https://github.com/PragmaticMachineLearning/probly/.
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