2023-09-14 10:30:19
ChatGPT, the chatbot developed by OpenAI, has quickly become one of the points of reference with which to evaluate the level of development reached by generative artificial intelligence, or generative AI. The chatbot, in fact, has given life to a real one technological revolution and convinced millions of people to use it in every area of their private or professional life.
Among the latest news there is certainly Code Interpreter, the new ChatGPT plugina tool with which it is possible to generate code, and much more, as a response to a prompt (the instructions that are provided to the tool) or to a dataset of data uploaded directly by the user.
An experimental ChatGPT model that can use Python, handle uploads and downloads – OpenAI
The new tool, officially launched at the end of March, was recently rinominato in Advanced Data Analytics during the presentation of ChatGPT Enterprise, the new version of the chatbot designed to meet the needs of users belonging to the business segment.
Code Interpreter will be available to all ChatGPT Plus users over the next week.
It lets ChatGPT run code, optionally with access to files you’ve uploaded. You can ask ChatGPT to analyze data, create charts, edit files, perform math, etc.
Plus users can opt in via settings. pic.twitter.com/IjH5JBqe5B
— OpenAI (@OpenAI) July 6, 2023
Advanced Data Analytics confirms itself as one of the most advanced tools on the platform, which allows you to enhance the classic ones functionality of GPT-4 to which we were accustomed.
Its activation in fact allows you to broaden the scope of use of OpenAI’s generative AI: from advanced data analysis and visualization, from which it is possible to extract visual maps and detailed graphics, to the creation and modification of image, audio or video files , an excellent feature for those who want to speed up the editing of multimedia content, up to the analysis and writing of complex codes.
READ ALSO: OpenAI launches GPT-4: the next generation of Artificial Intelligence
The plugin Code Interpreter di ChatGPT It is revealing its enormous potential every day, considerably increasing its areas of application. Let’s find out how it works and some practical examples of use.
How Code Interpreter works
The plugin combines the potential of a large language model with Python, one of the most popular programming languages, for overcome the limitations of using the chatbot. After entering a request, ChatGPT writes Python code that performs operations requested by the user, such as editing an image, using the built-in Code Interpreter.
The latter executes the request within a sandboxed environment protected by a firewall (a limited and safe space) and within which it exploits all the power of generative AI.
OpenAI also published the list of Python packagesa collection of modules specific to this programming language, which can be used by users for their requests to the AI.
ChatGPT Code Interpreter can access over 300 python packages.
Here’s the complete list — with a short description of each generated by ChatGPT pic.twitter.com/tSza0EXJGj
— Gavriel Cohen (@Gavriel_Cohen) July 9, 2023
For example, we might ask ChatGPT to create a stock performance graph of a certain title and the Advanced Data Analytics plugin may use some libraries for data and graph generation, such as Pandas and Matplotlib.
But the plugin’s potential doesn’t end there. It is in fact a customizable open source software by users: developers, following registering on the platform, can implement a new version adapting it to their needs, by adding or modifying the features already integrated.
The union of generative artificial intelligence with one of the most important programming languages allows us to overcome some of the limitations encountered when using the chatbot, allowing reduce errors and to provide increasingly accurate answers.
How to activate Code Interpreter
The plugin is currently available to subscribers at ChatGPT Plusthe paid version of the chatbot.
To activate it, simply log in to your account and follow a few simple steps:
- Click on the three dotsat the bottom left, visible next to your username.
- Access the section “Setting & Beta” and click on “Beta Features“
- Activate functionality enabling the green check on “Advanced data analysis“
- Create a new chat and place the mouse at the top on “GPT-4”: a drop-down menu will appear allowing you to switch between the “Default” to that “Advanced data analysis Beta“, the wording of which will be shown at the top as soon as you start chatting with the artificial intelligence.
Furthermore, once enabled a small “+” icon will appear on the left side of the text box used to enter a request to the chatbot, with which you can upload files and documents.
After starting a conversation with ChatGPT using the Code Interpreter plugin, you will be able to ask within the prompt download the file: A link to the generated document will be provided directly within the chat.
Anyone who doesn’t want to activate the paid plan is a free version is availablenominated Code Interpreter APIopen source (unofficial and not tested by us) present on GitHub site.
However, the version queries the OpenAI API keys, for a fee: you will still have the small amount of tokens available, with which to test, provided immediately following the creation of the first key.
How to use Code Interpreter: 3 practical examples
Using the plugin allows you to significantly expand the scope of application of OpenAI’s generative artificial intelligence, to create graphs, tables, images, QR codes and much more.
Its versatility transforms it into a valid analysis tool, with which it is possible speed up and automate work in every sector, including digital marketing. Let’s discover together some practical examples of use.
From our initial user study, we identified use cases where using Code Interpreter is particularly useful: for solving mathematical problems, both quantitative and qualitative; to perform data analysis and visualization; for converting files between formats – OpenAI
1# Use Code Interpreter for SEO
AI technology can help analyze large files, dramatically reducing the time needed to manage tasks. For example, you can provide the tool with a large set of keywords and ask it to highlight the most relevant themesgrouping them into clusters of similar topics.
Furthermore, with the Code Interpreter plugin, it is possible to manage data more quickly SEO optimizations of websites of large dimensions, such as the generation of titles and meta descriptions, which can be exported into a practical CSV file.
You can exploit the potential of the plugin to also analyze the internal links of the site (internal links). obtain practical heat maps which visually highlight the number of links present between the pages that make up the website.
READ ALSO: How to use artificial intelligence for your content strategy
2# Use Code Interpreter to edit images and videos
Advanced Data Analytics by ChatGPT allows you to create graphic effects with a strong visual impact without being experts in photo editing or digital post-production. There are many areas of application: fromsimpler editsuch as changing color, adding effects, adding watermarks, and creating GIFs, right up to creating an image from scratch.
Also interesting is the possibility of modifying audio files: the plugin, in fact, has a integrated speech synthesis function capable of transforming a text into an audio file, editing it and converting it to the desired format.
Finally, you can upload small videos to split them, extract the audio or subtitles, compress them or convert them to a format other than the original one.
READ ALSO: Books generated by artificial intelligence: the Amazon case
3# Use the ChatGPT plugin to write code
Among the most important functions that allow you to fully exploit this new technology is certainly the generation and analysis of the programming code.
In fact, the tool allows you to attach large files containing thousands of lines of code, on which it is possible to make it perform numerous operations: from debugging to translating it into a different programming language.
In fact, following activating Code Interpreter, ChatGPT will be able to handle much more data at the same timewhich will allow, for example, to analyse, describe and modify the functions present within the inserted code.
The Code Interpreter, or Advanced Data Analytics of OpenAI, today represents a great opportunity for those who wish to entrust artificial intelligence with carrying out complex and repetitive tasksallowing those who use it to dedicate themselves to more strategic activities.
As any tool is however subject to errors and misleading interpretationswhich might make an expert in the sector widen his eyes.
For this reason, it is necessary to integrate it into your workflow, keeping in mind, if we have forgotten, that it does not replace the critical analysis, awareness and experience of the person who decides to use it.
READ ALSO: How to use generative AI in a digital agency
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