Building LLM Applications with Python: A Practical Guide - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Building LLM Applications with Python: A Practical Guide write by Anand Vemula. This book was released on . Building LLM Applications with Python: A Practical Guide available in PDF, EPUB and Kindle. This book equips you to harness the remarkable capabilities of Large Language Models (LLMs) using Python. Part I unveils the world of LLMs. You'll delve into their inner workings, explore different LLM types, and discover their exciting applications in various fields. Part II dives into the practical side of things. We'll guide you through setting up your Python environment and interacting with LLMs. Learn to craft effective prompts to get the most out of LLMs and understand the different response formats they can generate. Part III gets you building! We'll explore how to leverage LLMs for creative text generation, from poems and scripts to code snippets. Craft effective question-answering systems and build engaging chatbots – the possibilities are endless! Part IV empowers you to maintain and improve your LLM creations. We'll delve into debugging techniques to identify and resolve issues. Learn to track performance and implement optimizations to ensure your LLM applications run smoothly. This book doesn't shy away from the bigger picture. The final chapter explores the ethical considerations of LLMs, addressing bias and promoting responsible use of this powerful technology. By the end of this journey, you'll be equipped to unlock the potential of LLMs with Python and contribute to a future brimming with exciting possibilities.
Unveiling LangChain and LLM for Python Developers
Unveiling LangChain and LLM for Python Developers - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Unveiling LangChain and LLM for Python Developers write by Matthew D Passmore. This book was released on 2024-07-09. Unveiling LangChain and LLM for Python Developers available in PDF, EPUB and Kindle. Unlock the power of Language Models and revolutionize your web development skills with "Unveiling LangChain and LLM for Python Developers: Your Beginner-Friendly Guide to Building Intelligent, Scalable, and Unique Web Applications (LLMs Decoded with TensorFlow, Hugging Face, and More)." In this comprehensive guide, dive into the world of Large Language Models (LLMs) and learn how to leverage their capabilities to create cutting-edge web applications. Whether you're a seasoned developer or just starting your journey, this book offers a clear and practical approach to mastering LLMs using popular frameworks like TensorFlow and Hugging Face. **What You'll Discover: ** - **Foundations of LLMs**: Understand the basics of language models, their architectures, and how they process and generate human-like text. - **Hands-On Tutorials**: Step-by-step instructions to integrate LLMs into your Python projects, complete with code examples and detailed explanations. - **Scalable Solutions**: Learn how to build applications that can handle large-scale data and deliver real-time performance. - **Advanced Techniques**: Explore sophisticated topics such as fine-tuning pre-trained models, optimizing performance, and deploying LLMs in production environments. - **Practical Applications**: Real-world case studies demonstrating how LLMs can be used in chatbots, content generation, sentiment analysis, and more. With a focus on practical knowledge and real-world applications, this book equips you with the skills to create intelligent, scalable, and unique web applications that stand out in today's competitive landscape. Whether you're aiming to enhance user experience, automate content creation, or simply explore the potential of artificial intelligence in web development, "Unveiling LangChain and LLM for Python Developers" is your essential guide to the future of web development
Supercharge Your Applications with GraalVM
Supercharge Your Applications with GraalVM - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Supercharge Your Applications with GraalVM write by A B Vijay Kumar. This book was released on 2021-08-10. Supercharge Your Applications with GraalVM available in PDF, EPUB and Kindle. Understand the internals and architecture of GraalVM with the help of hands-on experiments and gain deep knowledge that you can apply to improve your application's performance, interoperability, and throughput. Key FeaturesGenerate faster and leaner code with minimum computing resources for high performanceCompile Java applications faster than ever to a standalone executable called native imagesCreate high-performance polyglot applications that are compatible across various JVM and non-JVM languagesBook Description GraalVM is a universal virtual machine that allows programmers to compile and run applications written in both JVM and non-JVM languages. It improves the performance and efficiency of applications, making it an ideal companion for cloud-native or microservices-based applications. This book is a hands-on guide, with step-by-step instructions on how to work with GraalVM. Starting with a quick introduction to the GraalVM architecture and how things work under the hood, you'll discover the performance benefits of running your Java applications on GraalVM. You'll then learn how to create native images and understand how AOT (ahead-of-time) can improve application performance significantly. The book covers examples of building polyglot applications that will help you explore the interoperability between languages running on the same VM. You'll also see how you can use the Truffle framework to implement any language of your choice to run optimally on GraalVM. By the end of this book, you'll not only have learned how GraalVM is beneficial in cloud-native and microservices development but also how to leverage its capabilities to create high-performing polyglot applications. What you will learnGain a solid understanding of GraalVM and how it works under the hoodWork with GraalVM's high performance optimizing compiler and see how it can be used in both JIT (just-in-time) and AOT (ahead-of-time) modesGet to grips with the various optimizations that GraalVM performs at runtimeUse advanced tools to analyze and diagnose performance issues in the codeCompile, embed, run, and interoperate between languages using Truffle on GraalVMBuild optimum microservices using popular frameworks such as Micronaut and Quarkus to create cloud-native applicationsWho this book is for This book is for JVM developers looking to optimize their application's performance. You'll also find this book useful if you're a JVM developer looking to explore options to develop polyglot applications using tools from the Python, R, Ruby, or Node.js ecosystem. A solid understanding of software development concepts and prior experience working with programming languages is necessary to get started.
Building LLM Toolkit
Building LLM Toolkit - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Building LLM Toolkit write by Lou Jackson. This book was released on 2024-06-17. Building LLM Toolkit available in PDF, EPUB and Kindle. This book is a practical guide to using large language models (LLMs) for real-world tasks. It teaches you how to build, improve, and use LLMs for real projects. The book covers a lot, including: * How to build different parts of LLMs, like transformer models. * Techniques for giving LLMs instructions to get the desired results. * How to adjust LLMs to work on specific data sets. * Creating systems that combine searching information and generating new text. The book also explains how to deal with the challenges of using LLMs in real applications, such as making them run faster, storing them efficiently, and using cloud services. You'll also learn how to make sure your LLMs are accurate, reliable, and avoid biases. Finally, the book covers legal and ethical considerations, like data privacy and fairness in LLM outputs. This book is useful for anyone who wants to learn about LLMs, from engineers and researchers to developers and data scientists. Even if you're new to LLMs, this book will give you a strong foundation.
CRAFTING PYTHON REST APIS WITH FLASK
CRAFTING PYTHON REST APIS WITH FLASK - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook CRAFTING PYTHON REST APIS WITH FLASK write by GOPI. P. This book was released on 2022. CRAFTING PYTHON REST APIS WITH FLASK available in PDF, EPUB and Kindle.
