RTutor para Web Apps

RTutor is an AI-driven web application designed to facilitate data analysis through a natural language interface. It generates R and Python code for various statistical tasks and creates HTML reports, making it a versatile tool for data scientists and analysts. Supporting data formats such as CSV, TSV, and Excel, RTutor automatically detects data types and offers descriptive summaries and visualizations. It leverages the advanced text-davinci-003 language model from OpenAI, enhancing its functionality in generating code and insights from user queries.

In addition to its core features, RTutor excels at translating natural language into executable code, allowing users to pose generic questions and receive tailored responses. The application includes options for data visualization, including correlation analysis and GGpairs functionality. However, it is currently in a prototype phase, which limits its commercial viability and presents challenges related to handling large datasets and ensuring code accuracy.