What Is ChatGPT Code Interpreter And How To Use It?

ChatGPT Code Interpreter All-In-One Guide

OpenAI has finally added Code Interpreter to ChatGPT, the most anticipated feature that opens the door to many possibilities. After ChatGPT plugins, users were eagerly awaiting Code Interpreter, which is now out of the Alpha phase and available in beta for ChatGPT Plus users. But the question is still there, What is ChatGPT Code Interpreter and how does it work?

Also Read: Top 100 ChatGPT Prompts

What is Code Interpreter in ChatGPT?

Code Interpreter is the latest feature of OpenAI's ChatGPT (more precisely, with the GPT-4 model) that allows you to run Python code in a live working environment.

It's basically an isolated Python environment where you can run Python code to perform any task. This may seem like a feature aimed at programmers, but it can also help general users with many tasks.

For example, you can ask the code interpreting in Chatgpt to convert a PDF file using OCR, crop a video file or change format, solve a mathematical problem, carry out a data analysis and a visualization, create graphics, diagrams, and much more. So, the Code Interpreter allows you to directly upload local files to ChatGPT in multiple formats.

The Code Interpreter also provides temporary disk space to download your files. It supports a wide variety of file formats, including popular formats such as TXT, PDF, DOC, DOCX, JPEG, PNG, MP4, AVI, CSV, JSON, XML, XLS, XLSX, CPP, PY, HTML , PDF, DB, SQLite, and many more.

This is not an exhaustive list, but a popular representation of file formats in different categories. You can check out the full list in the tweet below.

Simply put, with the Code Interpreter in ChatGPT, you have access to a computer built into the chatbot with computing resources and disk space. You can do almost anything you want with natural language.

However, note that you cannot install your own Python libraries. It is an isolated and secure environment pre-installed with over 300 libraries and packages.

How does Code Interpreter work in ChatGPT?

As mentioned earlier, the Code Interpreter runs Python code to perform a task in the ChatGPT interface. For example, if you ask it to make an image-based PDF searchable using OCR, it creates a custom Python script on the fly and executes it immediately. Simply upload your PDF file and everything is handled in the background. You can check all the libraries used, where the process is having difficulty, etc.

OpenAI has not mentioned a file size limit for the Code Interpreter. Some have suggested that it can handle files under 100MB, but we uploaded a 170MB PDF file and it worked fine. You can try it for yourself and check how quickly it processes large files. However, downloaded files are deleted after you exit the chat session.

Who can access the Code Interpreter in ChatGPT?

Code Interpreter is not available in the free version of ChatGPT. You need to subscribe to ChatGPT Plus (cost $20 per month) and upgrade to GPT-4 model to use it.

Starting this week, OpenAI will make Code Interpreter available to all paid users, so you should be able to access it in a few days. You can follow our tutorial on how to use Code Interpreter in ChatGPT for detailed steps.

GPT-4 was released to the public on March 13, according to prior confirmation from Microsoft, although the exact date is not known. For now, it is only available through ChatGPT Plus, which is the paid subscription of ChatGPT Plus.

The free version available in ChatGPT will continue to rely on GPT-3.5, which is less accurate and less performant in comparison.

What's new with GPT-4?

GPT-4 is a brand new language model developed by OpenAI that generates text resembling human speech. This is an advancement in the technology used for ChatGPT, which is currently based on GPT-3.5.

GPT stands for Generative Pre-trained Transformer, an advanced deep learning technology that uses artificial neural networks to write like humans.

According to OpenAI, the next generation language model is superior to ChatGPT in three major areas: creativity, visual input and broader contextualization. When it comes to creativity, OpenAI claims that GPT-4 is better at doing creative projects in collaboration with users.

Examples include screenplays, music, technical writing, and even “learning a user’s writing style.”

The longer context also plays an important role in all of this. GPT-4 can now process up to 25,000 words of user text. You can even just send GPT-4 a web link and ask it to interact with the text on that page. OpenAI says this can be useful for creating long-form content, as well as “extended conversations.”

Also Read: Best AI Content Generation Tools

GPT-4 can also now receive images as a basis for interaction. In the example provided on the GPT-4 website, the chatbot is presented with an image of some baking ingredients and asked what can be done with them. It is currently unclear whether video can also be used in the same way.

Finally, OpenAI also claims that GPT-4 is considerably safer to use than the previous generation. According to OpenAI's internal tests, it would be able to produce 40% more factual responses, while being 82% less likely to “respond to requests for prohibited content”.

OpenAI claims to have trained GPT-4 using human feedback to make these advances, claiming to have worked with “more than 50 experts for preliminary feedback in areas such as AI security and safety ”.

Since its launch, users have posted some of the amazing things they've done with it, including inventing new languages, describing how to escape into the real world, and creating complex animations for apps from zero.

As early adopters rushed to try it out, we're starting to see what it's capable of. One user apparently managed to get GPT-4 to create a working version of Pong in just sixty seconds, using a mix of HTML and JavaScript.

What is the best way to use this plugin?

The Code Interpreter can be used for a variety of tasks, including:

Data analysis :

It helps analyze data from different sources such as CSV documents, Excel spreadsheets and SQL databases. Code Interpreter also allows you to create graphs, charts, and other types of visualizations to make data easier to understand.

Image processing :

The program can be used to process images, including cropping, resizing, and converting them to different formats. Users can also use the Code Interpreter program to extract text from images or find objects in images.

Modification de code :

This plugin allows you to modify Python code. This is useful for debugging code or making minor changes to existing codes.

Additional tasks

Code Interpreter can be used to accomplish various tasks, including creating texts, translating languages, and writing different types of original content. Here's how to get started.

Also Read: 7 Best AI Text To Video

STEPS:

1. Go to Settings.
2. Select beta features.
3. Enable Code Interpreter.
4. Take a look at the dashboard.
5. Select GPT 4, then check the Code Interpreter box.

How do I download a document?

If you look at the “SEND A MESSAGE” bar, you will see an additional “+” button on the left side. Click on it to download any document.