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a few hours ago open AI has finally released the missing piece so finally they have released a method which basically guarantees that the output of jgpt is in a structured format and this was one of the biggest challenges for developers who of course need data in a specific format so in this video Iamp;#39;m just going to show you the easiest way to ensure that your response from open AI is in a structured format so Iamp;#39;m going to open vs codes and if you want to build a script together with me Iamp;#39;ve published the entire script on my website you can find link to this website in the description of this video and there you can find aemv file if you watch some of my other videos you know what the EMV file is and what it is for um you will find the main script and you will find as well the requirements.txt if you want to go together with me just make sure that you update openi so just type pip openi uh space minus minus upgrade and you will ensure that you have the latest ver