From the course: LLMOps in Practice: A Deep Dive
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What is LLMOps? - Python Tutorial
From the course: LLMOps in Practice: A Deep Dive
What is LLMOps?
Okay. So to this point, we've explored the ideas behind large language models, including a little bit of history of them. Next, we're going to take a look at how to build and maintain applications on top of them. There's lots of material out there around prompting and how to craft prompts to get the best out of models, but we won't be going deeply into that. I do want to look at the full lifecycle of an application that you're going to build in this way, and this is called LLMOps, Large Language Model Operations, an essential discipline for managing and optimizing applications that use large language models, or LLMs, as their backbone. Throughout this course, we're going to explore why continuous monitoring, updates, and strategic adjustments are imperative for maintaining the efficacy and reliability of applications built using them. Our discussion will not only broaden your understanding of LLMOps, but also equip you with advanced strategies to manage LLMs as dynamic components…
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