It’s been a while since OpenAI released one of its most powerful features on ChatGPT called Code Interpreter. I’ve been testing and playing around with it for quite some time now, and I have to say it is absolutely mind-blowing. Code Interpreter allows you to upload files and get ChatGPT to re-analyze and even edit them. People on the internet went crazy over this feature. Someone even used it to create a fighting game where you can get Elon Musk to fight Mark Zuckerberg. In today’s video, we will explore this powerful function in detail, look at how it works, its limitations, and share three hacks that not many people are aware of.
But first, let’s understand what a code interpreter is. A code interpreter is like ChatGPT on steroids. It is a plugin that can execute Python code in a sandbox. This means you can do data analysis, plot findings, and even convert or edit files without having to code. What sets Code Interpreter apart is its capability to self-prompt. It can act as an auto GPT that is able to self-execute tasks and think of next steps to complete the task.
However, Code Interpreter has some limitations. One of them is its context window. ChatGPT has a limited context window, and if a conversation or prompt exceeds this window, the AI may not remember the previous context, affecting the output. Another limitation is that Code Interpreter cannot access the internet, limiting its ability to fetch real-time information. There are also limitations on file size uploads and timeout windows.
To overcome these limitations, here are three hacks:
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Getting internet access for Code Interpreter: You can upload HTML files from websites to access information beyond the training data cut-off of 2021. This allows you to get updated answers and information.
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Extending the context window: You can save and record your chat history into a file and re-upload it in future conversations. This helps to carry forward the context and avoid the timeout issue.
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Getting familiar with Python packages: Although Code Interpreter has access to over 300 Python packages, it is helpful to be familiar with them. This allows you to specify the right package for specific tasks and avoid guesswork.
In conclusion, OpenAI’s Code Interpreter in ChatGPT is a powerful tool that allows you to execute Python code, upload files, and perform various tasks without coding. By understanding its limitations and using the provided hacks, you can optimize your experience with Code Interpreter and unlock its full potential.
