From the course: Introduction to LLM Vulnerabilities

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Overview of an API-based application

Overview of an API-based application

From the course: Introduction to LLM Vulnerabilities

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Overview of an API-based application

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- [Instructor] Let's see, what is an API-based application, especially when we're talking about generative AI. It is now becoming very common to have these API-based type of applications, not only for the serving portion, the interactive portion of it, but also on the back end. And I'll explain what those mean in a second. Here we have an application that is going to be working over HTTP. It's going to be an HTTP API. That means that whenever anything or someone or another application perhaps is going to connect over HTTP using a URL, going to send some information and going to retrieve some information. And that is going to get enhanced by using large language models. So, let's take a quick look and here you can see what that means with Azure OpenAI. Specifically, you have the capabilities of trying to define kind of like where are your models and where those are coming from. And you can see here it is talking to Azure OpenAI, and the OpenAI API type is Azure. So, these are minor…

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