{"product_id":"generative-ai-with-langchain-build-large-language-model-llm-apps-with-python-chatgpt-and-other-llms-9781835083468","title":"Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT and other LLMs","description":"\u003cp\u003e\u003cstrong\u003eGet to grips with the LangChain framework from theory to deployment and develop production-ready applications.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCode examples regularly updated on GitHub to keep you abreast of the latest LangChain developments.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free PDF eBook.\u003c\/strong\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eLearn how to leverage LLMs' capabilities and work around their inherent weaknesses\u003c\/li\u003e\n\u003cli\u003eDelve into the realm of LLMs with LangChain and go on an in-depth exploration of their fundamentals, ethical dimensions, and application challenges\u003c\/li\u003e\n\u003cli\u003eGet better at using ChatGPT and GPT models, from heuristics and training to scalable deployment, empowering you to transform ideas into reality\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eChatGPT 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 Bard. It also 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.\u003c\/p\u003e\u003cp\u003eUnlock 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 you're 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.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eUnderstand LLMs, their strengths and limitations\u003c\/li\u003e\n\u003cli\u003eGrasp generative AI fundamentals and industry trends\u003c\/li\u003e\n\u003cli\u003eCreate LLM apps with LangChain like question-answering systems and chatbots\u003c\/li\u003e\n\u003cli\u003eUnderstand transformer models and attention mechanisms\u003c\/li\u003e\n\u003cli\u003eAutomate data analysis and visualization using pandas and Python\u003c\/li\u003e\n\u003cli\u003eGrasp prompt engineering to improve performance\u003c\/li\u003e\n\u003cli\u003eFine-tune LLMs and get to know the tools to unleash their power\u003c\/li\u003e\n\u003cli\u003eDeploy LLMs as a service with LangChain and apply evaluation strategies\u003c\/li\u003e\n\u003cli\u003ePrivately interact with documents using open-source LLMs to prevent data leaks\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThe book is for developers, researchers, and anyone interested in learning more about LLMs. 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 and are looking to stay ahead of the curve in the LLMs and LangChain arena.\u003c\/p\u003e\u003cp\u003eBasic knowledge of Python is a prerequisite, while some prior exposure to machine learning will help you follow along more easily.\u003c\/p\u003eTable of Contents\u003col\u003e\n\u003cli\u003eWhat Is Generative AI?\u003c\/li\u003e\n\u003cli\u003eLangChain for LLM Apps\u003c\/li\u003e\n\u003cli\u003eGetting Started with LangChain\u003c\/li\u003e\n\u003cli\u003eBuilding Capable Assistants\u003c\/li\u003e\n\u003cli\u003eBuilding a Chatbot like ChatGPT\u003c\/li\u003e\n\u003cli\u003eDeveloping Software with Generative AI\u003c\/li\u003e\n\u003cli\u003eLLMs for Data Science\u003c\/li\u003e\n\u003cli\u003eCustomizing LLMs and Their Output\u003c\/li\u003e\n\u003cli\u003eGenerative AI in Production\u003c\/li\u003e\n\u003cli\u003eThe Future of Generative Models\u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50615407444242,"sku":"9781835083468","price":45.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_502f8bb2-10a3-428a-965a-0f0b8dc77fe9.jpg?v=1732484960","url":"https:\/\/surprise-castle.myshopify.com\/products\/generative-ai-with-langchain-build-large-language-model-llm-apps-with-python-chatgpt-and-other-llms-9781835083468","provider":"Surprise Castle","version":"1.0","type":"link"}