Overview

WORKING WITH LLMs IN R: Calling GPT and Claude APIs from Your R ScriptsUnlock the power of artificial intelligence directly inside your R workflows. Large Language Models (LLMs) like GPT and Claude are transforming how developers, analysts, and data scientists interact with data. But how do you actually use these powerful tools inside R one of the most widely used languages for data analysis? This practical, hands-on guide shows you exactly how to integrate LLMs into your R environment, call APIs, automate tasks, and build intelligent applications without switching to another programming language. Whether you're a data scientist, researcher, or developer, this book will help you move from theory to real-world implementation. What You'll Learn How to connect R to GPT and Claude APIs step-by-step How to securely manage API keys and environment variables How to design effective prompts for reliable AI outputs How to generate text, summarize data, and analyze sentiment How to extract structured data (JSON) from LLM responses How to build chatbots and AI-powered Shiny applications How to optimize performance, reduce costs, and scale workflows How to create complete, production-ready LLM projects in R Why This Book MattersMost AI tutorials focus on Python but millions of professionals use R every day. This book bridges that gap by showing you how to bring modern AI capabilities into your existing R workflows. Instead of abstract theory, you'll learn through clear explanations, practical examples, and real use cases that you can apply immediately. Who This Book Is For Data scientists and analysts using R Researchers working with text and language data Developers interested in AI integration Anyone who wants to automate workflows using GPT or Claude No prior experience with LLMs is required just basic knowledge of R. Build Smarter Workflows with AIBy the end of this book, you'll be able to integrate powerful language models into your R scripts, automate complex tasks, and build intelligent systems that save time and deliver deeper insights. If you're ready to take your R skills to the next level and harness the power of AI, this book is your complete guide.

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