New ChatGPT update with code execution capability released

ChatGPT can now execute code, not just generate it. This feature allows ChatGPT to perform detailed data analysis and visualization without the need for users to write code. This new feature makes data analysis and visualization faster and more accessible to users with no coding experience.

Wharton professor Ethan Mullick used this feature to merge, clean, and analyze two datasets with the help of the ChatGPT code interpreter.

According to Hoshio, ChatGPT has been able to generate code and text similar to the code for a long time, but it has not been able to execute the code or program until now. In this regard, OpenAI has unveiled a Code Interpreter that gives ChatGPT the ability to execute code.

Although it may seem like this tool is only useful for developers, Code Interpreter is actually accessible and useful to a wider range of people who want to perform data analysis and visualization but do not have extensive knowledge of coding. .

“This tool provides an easy way to manage much larger datasets and can be used by people with little to no coding experience,” solution architect Dennis Leighton wrote in a Medium blog post. “This tool can help users ask questions directly from their data.”

In response to the question, “Why is this capability important?” He says, because it allows users to use large language models (LLM) such as GPT in combination with traditional programming capabilities in a simple and accessible way, without having to write programming code or set up an environment for it.

How does Code Interpreter work?

OpenAI offers its built-in Code Interpreter tool as an add-on for ChatGPT Plus subscribers.

With the help of this plugin, premium users can write and run Python code more easily. Users can also upload a file and ask ChatGPT to analyze data, create graphs, modify files, and solve math problems.

Files uploaded to ChatGPT remain in a single chat window for use with Code Interpreter. That is, if you upload a file for use in a ChatGPT page and then exit that chat window, ChatGPT will automatically delete the file. Additionally, files up to 100MB in size can be uploaded to ChatGPT Plus.

ChatGPT doesn’t come with an interactive terminal, so it can’t run code that involves direct user input, meaning developers must take the output generated by ChatGPT and run it in their local Python environment, in order for the code to run correctly. execute