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Book Overview & Buying
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Table Of Contents
Getting Started with Taipy
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Generative AI and Large Language Models (LLMs) have been all over the place ever since the release of ChatGPT in 2022. A handful of big companies, such as OpenAI, Google, Mistral AI, xAI, and Anthropic, provide models and infrastructure through APIs, while others, such as Meta, push open-weight models (think LLaMA) that anyone can run in-house or via third-party infrastructure.
In this new ecosystem, new AI applications pop up every day. Using an application builder such as Taipy will let us build anything from a simple API wrapper (a chat interface that uses an API to let users chat with a specific model) to more advanced interfaces, such as adding buttons with predefined prompts or selectors to change models, and even selecting documents to send to our chat model. Our UI can also help us observe chat usage and history or record user satisfaction. The app’s complexity can also happen behind the UI, by constructing Retrieval-Augmented Generation...