Developing and Operationalizing LLM-based Apps: Exploring Dev Frameworks and LLMOps

Have you heard about GitHub Copilot? Claude by Anthropic? Jasper?

If not, these solutions are all applications that have integrated generative AI. That is, they have taken the next step in our AI journey by using LLMs to create more engaging and meaningful interactions with users and other applications. These are just a few examples, with many, many more generative AI-infused applications coming to the market every day!

As you have content already learned from the start of this book, generative AI is a branch of AI that focuses on creating new or enhancing content using existing data. Of course, generative AI can produce text, images, audio, video, or any other type of data that can be represented digitally, and you know that there are countless generative AI large language models (LLMs) already available, with new ones being added each day. Some models are very specific to certain tasks, such...