Generative AI with LangChain: Build large language model (LLM) apps with Python,

Description: Generative AI with LangChain by Ben Auffarth LangChain is a new and powerful framework for building applications with large language models (LLMs). FORMAT Paperback CONDITION Brand New Publisher Description 2024 Edition – Get to grips with the LangChain framework to develop production-ready applications, including agents and personal assistants. The 2024 edition features updated code examples and an improved GitHub repository.Purchase of the print or Kindle book includes a free PDF eBook.Key FeaturesLearn how to leverage LangChain to work around LLMs inherent weaknessesDelve into LLMs with LangChain and explore their fundamentals, ethical dimensions, and application challengesGet better at using ChatGPT and GPT models, from heuristics and training to scalable deployment, empowering you to transform ideas into realityBook DescriptionChatGPT and the GPT models by OpenAI have brought about a revolution not only in how we write and research but also in how we can process information. This book discusses the functioning, capabilities, and limitations of LLMs underlying chat systems, including ChatGPT and Gemini. It demonstrates, in a series of practical examples, how to use the LangChain framework to build production-ready and responsive LLM applications for tasks ranging from customer support to software development assistance and data analysis – illustrating the expansive utility of LLMs in real-world applications.Unlock the full potential of LLMs within your projects as you navigate through guidance on fine-tuning, prompt engineering, and best practices for deployment and monitoring in production environments. Whether youre building creative writing tools, developing sophisticated chatbots, or crafting cutting-edge software development aids, this book will be your roadmap to mastering the transformative power of generative AI with confidence and creativity.What you will learnCreate LLM apps with LangChain, like question-answering systems and chatbotsUnderstand transformer models and attention mechanismsAutomate data analysis and visualization using pandas and PythonGrasp prompt engineering to improve performanceFine-tune LLMs and get to know the tools to unleash their powerDeploy LLMs as a service with LangChain and apply evaluation strategiesPrivately interact with documents using open-source LLMs to prevent data leaksWho this book is forThe book is for developers, researchers, and anyone interested in learning more about LangChain. Whether you are a beginner or an experienced developer, this book will serve as a valuable resource if you want to get the most out of LLMs using LangChain.Basic knowledge of Python is a prerequisite, while prior exposure to machine learning will help you follow along more easily. Author Biography Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds and thousands of transactions per day, and trained language models on a large corpus of text documents. He co-founded and is the former president of Data Science Speakers, London. Table of Contents Table of ContentsWhat Is Generative AI?LangChain for LLM AppsGetting Started with LangChainBuilding Capable AssistantsBuilding a Chatbot like ChatGPTDeveloping Software with Generative AILLMs for Data ScienceCustomizing LLMs and Their OutputGenerative AI in ProductionThe Future of Generative Models Details ISBN1835083463 Author Ben Auffarth Publisher Packt Publishing Limited Year 2023 ISBN-13 9781835083468 Format Paperback Imprint Packt Publishing Limited Place of Publication Birmingham Country of Publication United Kingdom Audience General Publication Date 2023-12-22 UK Release Date 2023-12-22 Subtitle Build large language model (LLM) apps with Python, ChatGPT, and other LLMs Pages 368 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:159793615;

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