From the course: Introduction to LLM Vulnerabilities

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Introduction to language model applications

Introduction to language model applications

From the course: Introduction to LLM Vulnerabilities

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Introduction to language model applications

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- Let's dive deeper into generative AI applications. We've already seen quite a little bit of large language models, but now, let's get into actual applications that are going to connect to the large language model to do, well, different things that we're going to take a look at. We're going to see some of the common types of generative AI applications that you can actually build. How would like an API-based application would work, or how does that look? What are the components that would make an API-based application? We'll look at similar application, but will have an embedded model that means like in a model within. We'll see why is that and what are some of the benefits and the challenges with that. We'll explore a little bit of multi-model applications as well. And finally, we'll see some of the challenges and the highlights of AI application. What are some of the things that might be tricky to solve? What are some of the things that we might get into trouble when we're building…

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