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AI generated code

AI generated code

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About

 

RTutor is an artificial intelligence (AI)-based app that enables users to interact with your data via natural language. After uploading a dataset, users ask questions about or request analyses in English. The app generates and runs R code to answer that question with plots and numeric results.

RTutor uses OpenAI’s powerful text-davinci-003 language model to translate natural language into R code, which is then excuted. You can request your analysis, just like asking a real person. Upload a data file (CSV, TSV/tab-delimited text files, and Excel) and just analyze it in plain English. Your results can be downloaded as an HTML report in minutes!

The requests are structured and sent to OpenAI’s AI system, which returns R code. The R code is cleaned up and executed in a Shiny environment, showing results or error messages. Multiple requests are logged to produce an R Markdown file, which can be knitted into an HTML report. This enables record keeping and reproducibility.

 


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