Mastery of Langchain And Llm For Developers

Download Mastery of Langchain And Llm For Developers PDF Online Free

Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (737 download)

DOWNLOAD NOW!


Book Synopsis Mastery of Langchain And Llm For Developers by : Ronald C Sheffield

Download or read book Mastery of Langchain And Llm For Developers written by Ronald C Sheffield and published by Independently Published. This book was released on 2024-01-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastery of LangChain and LLM for Developers: Seize Your Place in the AI Revolution. The AI revolution is thundering upon us, and developers who adapt will not only survive, but thrive. Mastery of LangChain and LLM for Developers is your comprehensive guide to harnessing the power of these two leading-edge technologies, skyrocketing your skills, and securing your place at the forefront of this transformative wave. BENEFITS YOU DIDN'T SEE COMING! MASTER CUTTING-EDGE TOOLS: Delve into the intricacies of LangChain, the revolutionary blockchain platform for secure and transparent supply chains, and LLMs, the powerful language models unlocking unimaginable creative and analytical capabilities. BOOST YOUR DEVELOPER VALUE: Learn hands-on techniques to build real-world applications, from fraud detection systems to personalized AI assistants, and showcase your expertise to potential employers and collaborators. BECOME AN AI POWERHOUSE: Develop a growth mindset, master the art of continuous learning, and stay ahead of the ever-evolving AI landscape, ensuring your skills remain relevant and in high demand. WHAT YOU CAN DO: Dive into real-world projects: Build a portfolio that screams competence, showcasing your ability to solve real-world problems with LangChain and LLMs. Network with the AI elite: Join vibrant online communities, attend conferences, and connect with fellow developers and industry leaders, building a powerful network that fuels your career growth. Become a responsible AI champion: Understand the ethical considerations of AI development and advocate for responsible practices, shaping a future where AI benefits all of humanity. Ready to unlock the hidden potential of LangChain and LLMs? This book is your key. Crack it open and prepare to: Craft solutions that matter: From healthcare to finance, unleash the power of these technologies to tackle real-world challenges and make a lasting impact. Command respect and recognition: Earn the admiration of your peers and potential employers as you demonstrate your mastery of these cutting-edge tools. Future-proof your career: Equip yourself with the skills and knowledge that will remain valuable long after the dust settles on the AI revolution. Don't let this opportunity pass you by. Seize your place in the AI revolution, unleash your full potential, and write your own chapter in the future of technology. Get your copy of "Mastery of LangChain and LLM for Developers" today and let the intricacies of these game-changing technologies illuminate your path!

Crafting Code with LangChain

Download Crafting Code with LangChain PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (729 download)

DOWNLOAD NOW!


Book Synopsis Crafting Code with LangChain by : George J. Ronald

Download or read book Crafting Code with LangChain written by George J. Ronald and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the inaugural chapter of "Crafting code with LangChain: a developer's guide to LLM mastery." In this section, we embark on a journey into the realm of LangChain and the fascinating world of Large Language Models (LLMs). Here, we set the stage for an exploration that will unfold the intricacies of developing intelligent applications, unraveling the potential of LLMs, and empowering you as a developer to master this cutting-edge technology. Let's dive into the foundations of LangChain and discover the role you play in the mastery of LLMs. - page 6.

LANGCHAIN AND LLMs FOR APP DEVELOPERS

Download LANGCHAIN AND LLMs FOR APP DEVELOPERS PDF Online Free

Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (658 download)

DOWNLOAD NOW!


Book Synopsis LANGCHAIN AND LLMs FOR APP DEVELOPERS by : David A Fitzgerald

Download or read book LANGCHAIN AND LLMs FOR APP DEVELOPERS written by David A Fitzgerald and published by Independently Published. This book was released on 2023-10-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock Your Expertise as an App Developer with "LANGCHAIN AND LLMs FOR APP DEVELOPERS" About the Technology: Dive deep into the world of LangChain and LLMs in our comprehensive guide for app developers. These cutting-edge technologies are poised to revolutionize the app industry, and we're here to make you an authority on harnessing their power. Summary: We understand the challenges app developers face in a constantly evolving tech landscape. Our journey began as a passionate team of app developers seeking ways to build better apps and earn a fortune. Through dedication and exploration, we've mastered LangChain and LLMs, and now we're sharing our expertise with you to help you achieve your app development dreams. What's Inside: In "LANGCHAIN AND LLMs FOR APP DEVELOPERS," you'll find: In-depth explanations of LangChain and LLM technology. Practical use cases and real-world examples to guide you. Step-by-step tutorials for implementing LangChain and LLMs in your app projects. Tips and best practices to optimize your apps and increase your revenue. Insider insights on staying ahead in the competitive app market. Benefits: Enhance your app development skills and create apps with unmatched features and functionality. Increase your app's revenue potential with LangChain and LLM integration. Stay at the forefront of app technology, positioning yourself as a leading developer. Learn from experienced app developers who have already paved the way to success. Gain the knowledge to build apps that users love and are willing to pay for. Worried about the complexity of LangChain and LLMs? Don't be. Our guide is designed with app developers like you in mind, offering clear explanations and hands-on examples. We break down the technology into manageable steps, ensuring that you can implement it successfully in your projects. Ready to level up your app development skills and build apps that can earn you a fortune? Don't miss out on this opportunity. Purchase "LANGCHAIN AND LLMs FOR APP DEVELOPERS" now and become the app development authority you aspire to be. Your journey to success starts here

The Langchain And Llm Evolution

Download The Langchain And Llm Evolution PDF Online Free

Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (653 download)

DOWNLOAD NOW!


Book Synopsis The Langchain And Llm Evolution by : Ronald C Sheffield

Download or read book The Langchain And Llm Evolution written by Ronald C Sheffield and published by Independently Published. This book was released on 2023-10-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generative AI-powered programming language, LangChain, is an innovative platform that empowers developers to build applications fueled by large language models (LLMs) such as GPT-3 and GPT-4. With its user-friendly interface for writing prompts and generating content, it opens the door to creative possibilities in the realm of technology. Brief Overview This book serves as your comprehensive guide to LangChain and LLMs, catering to developers of all skill levels. It takes you on a journey from the fundamentals to advanced concepts, offering a step-by-step approach to creating contents/write ups harnessing the power of LLMs. Picture a world where you can breathe life into writings using the magic of human language. Thanks to LangChain and LLMs, that world is now a reality. LangChain is your potent ally in crafting applications that generate text, translate languages, provide answers, and more. This book is your portal to mastering LangChain and LLMs, equipping you with the knowledge and skills needed to embark on your own journey of creating LLM-powered applications. What you will learn? The book delves into an array of topics, including: - Unveiling the essence of LangChain and its mechanics - Deciphering the inner workings of LLMs - Leveraging LangChain to generate text, translate languages, and tackle questions - Crafting LLM-powered text applications using LangChain - Adhering to best practices in working with LangChain and LLMs Who this book is meant for ? Whether you're a novice or a seasoned developer, if you aspire to use LangChain and LLMs to craft LLM-powered applications, this book is designed with you in mind. Position yourself as a trailblazer in the future of application development by mastering LangChain and LLMs today! Embark on your journey with LangChain and LLMs today, and begin forging the future of application development!

Mastering LLM Applications with LangChain and Hugging Face

Download Mastering LLM Applications with LangChain and Hugging Face PDF Online Free

Author :
Publisher : BPB Publications
ISBN 13 : 9365891043
Total Pages : 306 pages
Book Rating : 4.3/5 (658 download)

DOWNLOAD NOW!


Book Synopsis Mastering LLM Applications with LangChain and Hugging Face by : Hunaidkhan Pathan

Download or read book Mastering LLM Applications with LangChain and Hugging Face written by Hunaidkhan Pathan and published by BPB Publications. This book was released on 2024-09-21 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: DESCRIPTION The book is all about the basics of NLP, generative AI, and their specific component LLM. In this book, we have provided conceptual knowledge about different terminologies and concepts of NLP and NLG with practical hands-on. This comprehensive book offers a deep dive into the world of NLP and LLMs. Starting with the fundamentals of Python programming and code editors, the book gradually introduces NLP concepts, including text preprocessing, word embeddings, and transformer architectures. You will explore the architecture and capabilities of popular models like GPT-3 and BERT. The book also covers practical aspects of LLM usage for RAG applications using frameworks like LangChain and Hugging Face and deploying them in real world applications. With a focus on both theoretical knowledge and hands-on experience, this book is ideal for anyone looking to master the art of NLP and LLMs. The book also contains AWS Cloud deployment, which will help readers step into the world of cloud computing. As the book contains both theoretical and practical approaches, it will help the readers to gain confidence in the deployment of LLMs for any use cases, as well as get acquainted with the required generative AI knowledge to crack the interviews. KEY FEATURES ● Covers Python basics, NLP concepts, and terminologies, including LLM and RAG concepts. ● Provides exposure to LangChain, Hugging Face ecosystem, and chatbot creation using custom data. ● Guides on integrating chatbots with real-time applications and deploying them on AWS Cloud. WHAT YOU WILL LEARN ● Basics of Python, which contains Python concepts, installation, and code editors. ● Foundation of NLP and generative AI concepts and different terminologies being used in NLP and generative AI domain. ● LLMs and their importance in the cutting edge of AI. ● Creating chatbots using custom data using open source LLMs without spending a single penny. ● Integration of chatbots with real-world applications like Telegram. WHO THIS BOOK IS FOR This book is ideal for beginners and freshers entering the AI or ML field, as well as those at an intermediate level looking to deepen their understanding of generative AI, LLMs, and cloud deployment. TABLE OF CONTENTS 1. Introduction to Python and Code Editors 2. Installation of Python, Required Packages, and Code Editors 3. Ways to Run Python Scripts 4. Introduction to NLP and its Concepts 5. Introduction to Large Language Models 6. Introduction of LangChain, Usage and Importance 7. Introduction of Hugging Face, its Usage and Importance 8. Creating Chatbots Using Custom Data with LangChain and Hugging Face Hub 9. Hyperparameter Tuning and Fine Tuning Pre-Trained Models 10. Integrating LLMs into Real-World Applications–Case Studies 11. Deploying LLMs in Cloud Environments for Scalability 12. Future Directions: Advances in LLMs and Beyond Appendix A: Useful Tips for Efficient LLM Experimentation Appendix B: Resources and References

Generative AI Apps with LangChain and Python

Download Generative AI Apps with LangChain and Python PDF Online Free

Author :
Publisher : Apress
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (688 download)

DOWNLOAD NOW!


Book Synopsis Generative AI Apps with LangChain and Python by : Rabi Jay

Download or read book Generative AI Apps with LangChain and Python written by Rabi Jay and published by Apress. This book was released on 2024-12-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Future-proof your programming career through practical projects designed to grasp the intricacies of LangChain’s components, from core chains to advanced conversational agents. This hands-on book provides Python developers with the necessary skills to develop real-world Large Language Model (LLM)-based Generative AI applications quickly, regardless of their experience level. Projects throughout the book offer practical LLM solutions for common business issues, such as information overload, internal knowledge access, and enhanced customer communication. Meanwhile, you’ll learn how to optimize workflows, enhance embedding efficiency, select between vector stores, and other optimizations relevant to experienced AI users. The emphasis on real-world applications and practical examples will enable you to customize your own projects to address pain points across various industries. Developing LangChain-based Generative AI LLM Apps with Python employs a focused toolkit (LangChain, Pinecone, and Streamlit LLM integration) to practically showcase how Python developers can leverage existing skills to build Generative AI solutions. By addressing tangible challenges, you’ll learn-by-be doing, enhancing your career possibilities in today’s rapidly evolving landscape. What You Will Learn Understand different types of LLMs and how to select the right ones for responsible AI. Structure effective prompts. Master LangChain concepts, such as chains, models, memory, and agents. Apply embeddings effectively for search, content comparison, and understanding similarity. Setup and integrate Pinecone vector database for indexing, structuring data, and search. Build Q & A applications for multiple doc formats. Develop multi-step AI workflow apps using LangChain agents. Who This Book Is For Python programmers who aim to develop a basic understanding of AI concepts and move from LLM theory to practical Generative AI application development using LangChain; those seeking a structured guide to enhance their careers by learning to create robust, real-world LLM-powered Generative AI applications; data scientists, analysts, and experienced developers new to LLMs.

Generative AI with LangChain

Download Generative AI with LangChain PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1835088368
Total Pages : 369 pages
Book Rating : 4.8/5 (35 download)

DOWNLOAD NOW!


Book Synopsis Generative AI with LangChain by : Ben Auffarth

Download or read book Generative AI with LangChain written by Ben Auffarth and published by Packt Publishing Ltd. This book was released on 2023-12-22 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Features Learn how to leverage LangChain to work around LLMs’ inherent weaknesses Delve into LLMs with LangChain and explore their fundamentals, ethical dimensions, and application challenges Get better at using ChatGPT and GPT models, from heuristics and training to scalable deployment, empowering you to transform ideas into reality Book 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 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.What you will learn Create LLM apps with LangChain, like question-answering systems and chatbots Understand transformer models and attention mechanisms Automate data analysis and visualization using pandas and Python Grasp prompt engineering to improve performance Fine-tune LLMs and get to know the tools to unleash their power Deploy LLMs as a service with LangChain and apply evaluation strategies Privately interact with documents using open-source LLMs to prevent data leaks Who this book is for The 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.

LLM Prompt Engineering for Developers

Download LLM Prompt Engineering for Developers PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1836201729
Total Pages : 251 pages
Book Rating : 4.8/5 (362 download)

DOWNLOAD NOW!


Book Synopsis LLM Prompt Engineering for Developers by : Aymen El Amri

Download or read book LLM Prompt Engineering for Developers written by Aymen El Amri and published by Packt Publishing Ltd. This book was released on 2024-05-23 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the dynamic field of LLM prompt engineering with this book. Starting with fundamental NLP principles & progressing to sophisticated prompt engineering methods, this book serves as the perfect comprehensive guide. Key Features In-depth coverage of prompt engineering from basics to advanced techniques. Insights into cutting-edge methods like AutoCoT and transfer learning. Comprehensive resource sections including prompt databases and tools. Book Description"LLM Prompt Engineering For Developers" begins by laying the groundwork with essential principles of natural language processing (NLP), setting the stage for more complex topics. It methodically guides readers through the initial steps of understanding how large language models work, providing a solid foundation that prepares them for the more intricate aspects of prompt engineering. As you proceed, the book transitions into advanced strategies and techniques that reveal how to effectively interact with and utilize these powerful models. From crafting precise prompts that enhance model responses to exploring innovative methods like few-shot and zero-shot learning, this resource is designed to unlock the full potential of language model technology. This book not only teaches the technical skills needed to excel in the field but also addresses the broader implications of AI technology. It encourages thoughtful consideration of ethical issues and the impact of AI on society. By the end of this book, readers will master the technical aspects of prompt engineering & appreciate the importance of responsible AI development, making them well-rounded professionals ready to focus on the advancement of this cutting-edge technology.What you will learn Understand the principles of NLP and their application in LLMs. Set up and configure environments for developing with LLMs. Implement few-shot and zero-shot learning techniques. Enhance LLM outputs through AutoCoT and self-consistency methods. Apply transfer learning to adapt LLMs to new domains. Develop practical skills in testing & scoring prompt effectiveness. Who this book is for The target audience for "LLM Prompt Engineering For Developers" includes software developers, AI enthusiasts, technical team leads, advanced computer science students, and AI researchers with a basic understanding of artificial intelligence. Ideal for those looking to deepen their expertise in large language models and prompt engineering, this book serves as a practical guide for integrating advanced AI-driven projects and research into various workflows, assuming some foundational programming knowledge and familiarity with AI concepts.

Unleash the Potential of Generative AI for Creative Expression

Download Unleash the Potential of Generative AI for Creative Expression PDF Online Free

Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (667 download)

DOWNLOAD NOW!


Book Synopsis Unleash the Potential of Generative AI for Creative Expression by : David A Fitzgerald

Download or read book Unleash the Potential of Generative AI for Creative Expression written by David A Fitzgerald and published by Independently Published. This book was released on 2023-11-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become an Authority in Generative AI and Langchain with "UNLEASH THE POTENTIAL OF GENERATIVE AI FOR CREATIVE EXPRESSION" About the Technology: In this groundbreaking book, we delve deep into the world of Generative AI, focusing on two cutting-edge technologies, LLM and LangChain. With a comprehensive and developer-friendly approach, you'll harness the full potential of these tools for creative expression. Summary: As a team of seasoned AI experts, we understand the challenges developers face in adopting advanced technologies. Our journey began with curiosity, and we've dedicated years to uncovering the true power of LLM and LangChain. This book is the culmination of our experiences and successes, and we're excited to share our knowledge to help you succeed on your own AI journey. Benefits: Master the complexities of Generative AI with practical insights and real-world examples. Unleash your creativity by understanding how to harness the full capabilities of LLM and LangChain. Overcome challenges with in-depth guidance and troubleshooting tips. Gain a competitive edge in AI development, positioning yourself as an expert in this ever-evolving field. Empower your projects with cutting-edge AI solutions, leading to more innovative and impactful outcomes. Concerned about the complexity of Generative AI? Fear not. This book is designed to be beginner-friendly, breaking down complex concepts into digestible knowledge. We provide step-by-step instructions and clear examples to ensure you can follow along and succeed in mastering Generative AI. "I'm not a developer. Can I still benefit from this book?" Absolutely! This book provides a comprehensive introduction to LLMs and LangChain, catering to beginners and experienced developers alike. You'll gain a thorough understanding of the concepts and practical skills to apply generative AI in your creative endeavors. "I'm afraid that AI will replace human creativity." Generative AI is not a replacement for human creativity; it's an augmentation. AI can amplify our creative potential, allowing us to explore new frontiers and produce works that would be impossible to achieve alone. Embark on an extraordinary journey into the world of generative AI and unleash your creative potential. Grab your copy of "UNLEASH THE POTENTIAL OF GENERATIVE AI FOR CREATIVE EXPRESSION: Mastering LLM and Advanced Knowledge on LangChain For Developers" today and become a master of this transformative technology.

Practical TensorFlow for LLM Developers

Download Practical TensorFlow for LLM Developers PDF Online Free

Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (266 download)

DOWNLOAD NOW!


Book Synopsis Practical TensorFlow for LLM Developers by : Matthew D Passmore

Download or read book Practical TensorFlow for LLM Developers written by Matthew D Passmore and published by Independently Published. This book was released on 2024-05-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the full potential of language models with Practical TensorFlow for LLM Developers. This comprehensive guide takes you on a journey from novice to expert, revealing the secrets behind creating sophisticated chatbots, powerful text summarizers, and a variety of advanced natural language processing (NLP) applications. In this essential volume, you'll explore the cutting-edge techniques and tools that are transforming the world of NLP. Starting with the basics of TensorFlow, you'll quickly progress to mastering complex concepts and implementations. Discover how to leverage Hugging Face's powerful transformers, fine-tune pre-trained models, and deploy your creations with confidence. Key features of this book include: Step-by-Step Tutorials: Follow clear, practical examples that guide you through building and refining your own NLP projects, from simple chatbots to advanced summarization systems. Deep Dive into TensorFlow: Gain a solid understanding of TensorFlow's core features and how to utilize them effectively in your LLM projects. Hugging Face Integration: Learn to seamlessly integrate and fine-tune state-of-the-art models from Hugging Face, enhancing the capabilities of your applications. Real-World Applications: Apply your skills to real-world problems with case studies and projects that demonstrate the impact of advanced NLP techniques. Expert Insights: Benefit from the expertise of seasoned developers and researchers who share their tips, tricks, and best practices. Whether you're a beginner eager to dive into the world of large language models or an experienced developer looking to deepen your expertise, Practical TensorFlow for LLM Developers is your ultimate resource. Transform your ideas into reality and stay ahead in the rapidly evolving field of NLP. Your journey to mastering TensorFlow, Hugging Face, and beyond starts here

Programming Large Language Models with Azure Open AI

Download Programming Large Language Models with Azure Open AI PDF Online Free

Author :
Publisher : Microsoft Press
ISBN 13 : 0138280452
Total Pages : 605 pages
Book Rating : 4.1/5 (382 download)

DOWNLOAD NOW!


Book Synopsis Programming Large Language Models with Azure Open AI by : Francesco Esposito

Download or read book Programming Large Language Models with Azure Open AI written by Francesco Esposito and published by Microsoft Press. This book was released on 2024-04-03 with total page 605 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use LLMs to build better business software applications Autonomously communicate with users and optimize business tasks with applications built to make the interaction between humans and computers smooth and natural. Artificial Intelligence expert Francesco Esposito illustrates several scenarios for which a LLM is effective: crafting sophisticated business solutions, shortening the gap between humans and software-equipped machines, and building powerful reasoning engines. Insight into prompting and conversational programming—with specific techniques for patterns and frameworks—unlock how natural language can also lead to a new, advanced approach to coding. Concrete end-to-end demonstrations (featuring Python and ASP.NET Core) showcase versatile patterns of interaction between existing processes, APIs, data, and human input. Artificial Intelligence expert Francesco Esposito helps you: Understand the history of large language models and conversational programming Apply prompting as a new way of coding Learn core prompting techniques and fundamental use-cases Engineer advanced prompts, including connecting LLMs to data and function calling to build reasoning engines Use natural language in code to define workflows and orchestrate existing APIs Master external LLM frameworks Evaluate responsible AI security, privacy, and accuracy concerns Explore the AI regulatory landscape Build and implement a personal assistant Apply a retrieval augmented generation (RAG) pattern to formulate responses based on a knowledge base Construct a conversational user interface For IT Professionals and Consultants For software professionals, architects, lead developers, programmers, and Machine Learning enthusiasts For anyone else interested in natural language processing or real-world applications of human-like language in software

Supercharge Your Applications with GraalVM

Download Supercharge Your Applications with GraalVM PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1800566239
Total Pages : 360 pages
Book Rating : 4.8/5 (5 download)

DOWNLOAD NOW!


Book Synopsis Supercharge Your Applications with GraalVM by : A B Vijay Kumar

Download or read book Supercharge Your Applications with GraalVM written by A B Vijay Kumar and published by Packt Publishing Ltd. This book was released on 2021-08-10 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Unlocking the Secrets of Prompt Engineering

Download Unlocking the Secrets of Prompt Engineering PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1835088260
Total Pages : 316 pages
Book Rating : 4.8/5 (35 download)

DOWNLOAD NOW!


Book Synopsis Unlocking the Secrets of Prompt Engineering by : Gilbert Mizrahi

Download or read book Unlocking the Secrets of Prompt Engineering written by Gilbert Mizrahi and published by Packt Publishing Ltd. This book was released on 2024-01-12 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhance your writing with AI by mastering prompt engineering techniques and become an expert in developing and utilizing LLM prompts across applications Key Features Master prompt engineering techniques to harness AI's writing potential Discover diverse LLM applications for content creation and beyond Learn through practical examples, use cases, and hands-on guidance Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionUnlocking the Secrets of Prompt Engineering is your key to mastering the art of AI-driven writing. This book propels you into the world of large language models (LLMs), empowering you to create and apply prompts effectively for diverse applications, from revolutionizing content creation and chatbots to coding assistance. Starting with the fundamentals of prompt engineering, this guide provides a solid foundation in LLM prompts, their components, and applications. Through practical examples and use cases, you'll discover how LLMs can be used for generating product descriptions, personalized emails, social media posts, and even creative writing projects like fiction and poetry. The book covers advanced use cases such as creating and promoting podcasts, integrating LLMs with other tools, and using AI for chatbot development. But that’s not all. You'll also delve into the ethical considerations, best practices, and limitations of using LLM prompts as you experiment and optimize your approach for best results. By the end of this book, you'll have unlocked the full potential of AI in writing and content creation to generate ideas, overcome writer's block, boost productivity, and improve communication skills.What you will learn Explore the different types of prompts, their strengths, and weaknesses Understand the AI agent's knowledge and mental model Enhance your creative writing with AI insights for fiction and poetry Develop advanced skills in AI chatbot creation and deployment Discover how AI will transform industries such as education, legal, and others Integrate LLMs with various tools to boost productivity Understand AI ethics and best practices, and navigate limitations effectively Experiment and optimize AI techniques for best results Who this book is for This book is for a wide audience, including writers, marketing and business professionals, researchers, students, tech enthusiasts, and creative individuals. Anyone looking for strategies and examples for using AI co-writing tools like ChatGPT effectively in domains such as content creation, drafting emails, and inspiring artistic works, will find this book especially useful. If you are interested in AI, NLP, and innovative software for personal or professional use, this is the book for you.

Building LLM Powered Applications

Download Building LLM Powered Applications PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1835462634
Total Pages : 343 pages
Book Rating : 4.8/5 (354 download)

DOWNLOAD NOW!


Book Synopsis Building LLM Powered Applications by : Valentina Alto

Download or read book Building LLM Powered Applications written by Valentina Alto and published by Packt Publishing Ltd. This book was released on 2024-05-22 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applications Key Features Embed LLMs into real-world applications Use LangChain to orchestrate LLMs and their components within applications Grasp basic and advanced techniques of prompt engineering Book DescriptionBuilding LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the process of creating intelligent agents capable of retrieving information from unstructured data and engaging with structured data using LLMs and powerful toolkits. Furthermore, the book ventures into the realm of LFMs, which transcend language modeling to encompass various AI tasks and modalities, such as vision and audio. Whether you are a seasoned AI expert or a newcomer to the field, this book is your roadmap to unlock the full potential of LLMs and forge a new era of intelligent machines.What you will learn Explore the core components of LLM architecture, including encoder-decoder blocks and embeddings Understand the unique features of LLMs like GPT-3.5/4, Llama 2, and Falcon LLM Use AI orchestrators like LangChain, with Streamlit for the frontend Get familiar with LLM components such as memory, prompts, and tools Learn how to use non-parametric knowledge and vector databases Understand the implications of LFMs for AI research and industry applications Customize your LLMs with fine tuning Learn about the ethical implications of LLM-powered applications Who this book is for Software engineers and data scientists who want hands-on guidance for applying LLMs to build applications. The book will also appeal to technical leaders, students, and researchers interested in applied LLM topics. We don’t assume previous experience with LLM specifically. But readers should have core ML/software engineering fundamentals to understand and apply the content.

Introducing MLOps

Download Introducing MLOps PDF Online Free

Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098116429
Total Pages : 171 pages
Book Rating : 4.0/5 (981 download)

DOWNLOAD NOW!


Book Synopsis Introducing MLOps by : Mark Treveil

Download or read book Introducing MLOps written by Mark Treveil and published by "O'Reilly Media, Inc.". This book was released on 2020-11-30 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact. This book introduces the key concepts of MLOps to help data scientists and application engineers not only operationalize ML models to drive real business change but also maintain and improve those models over time. Through lessons based on numerous MLOps applications around the world, nine experts in machine learning provide insights into the five steps of the model life cycle--Build, Preproduction, Deployment, Monitoring, and Governance--uncovering how robust MLOps processes can be infused throughout. This book helps you: Fulfill data science value by reducing friction throughout ML pipelines and workflows Refine ML models through retraining, periodic tuning, and complete remodeling to ensure long-term accuracy Design the MLOps life cycle to minimize organizational risks with models that are unbiased, fair, and explainable Operationalize ML models for pipeline deployment and for external business systems that are more complex and less standardized

Flutter Complete Reference

Download Flutter Complete Reference PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 765 pages
Book Rating : 4.6/5 (919 download)

DOWNLOAD NOW!


Book Synopsis Flutter Complete Reference by : Alberto Miola

Download or read book Flutter Complete Reference written by Alberto Miola and published by . This book was released on 2020-09-30 with total page 765 pages. Available in PDF, EPUB and Kindle. Book excerpt: Flutter is Google's UI toolkit for creating beautiful and native applications for mobile, desktop and web from a single Dart codebase. In this book we cover in detail the Dart programming language (version 2.10, with null safety support) and the Flutter framework (version 1.20). While reading the chapters, you'll find a lot of good practices, tips and performance advices to build high quality products. The book is divided in 3 parts. PART 1: It's about the Dart programming language (classes, exceptions, inheritance, null safety, streams, SOLID principles...). PART 2. It's about the Flutter framework (localization, routing, state management with Bloc and Provider, testing, performances with DevTools, animations...). PART 3. It's a long collection of examples (using Firestore, monetizing apps, using gestures, networking, publishing packages at pub.dev, race recognition with ML kits, playing audio and video...). The official website of the book contains the complete source code of the examples and a "Quiz Game" to test your Dart and Flutter skills!

Python Deep Learning

Download Python Deep Learning PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1837633452
Total Pages : 362 pages
Book Rating : 4.8/5 (376 download)

DOWNLOAD NOW!


Book Synopsis Python Deep Learning by : Ivan Vasilev

Download or read book Python Deep Learning written by Ivan Vasilev and published by Packt Publishing Ltd. This book was released on 2023-11-24 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master effective navigation of neural networks, including convolutions and transformers, to tackle computer vision and NLP tasks using Python Key Features Understand the theory, mathematical foundations and structure of deep neural networks Become familiar with transformers, large language models, and convolutional networks Learn how to apply them to various computer vision and natural language processing problems Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe field of deep learning has developed rapidly recently and today covers a broad range of applications. This makes it challenging to navigate and hard to understand without solid foundations. This book will guide you from the basics of neural networks to the state-of-the-art large language models in use today. The first part of the book introduces the main machine learning concepts and paradigms. It covers the mathematical foundations, the structure, and the training algorithms of neural networks and dives into the essence of deep learning. The second part of the book introduces convolutional networks for computer vision. We’ll learn how to solve image classification, object detection, instance segmentation, and image generation tasks. The third part focuses on the attention mechanism and transformers – the core network architecture of large language models. We’ll discuss new types of advanced tasks they can solve, such as chatbots and text-to-image generation. By the end of this book, you’ll have a thorough understanding of the inner workings of deep neural networks. You'll have the ability to develop new models and adapt existing ones to solve your tasks. You’ll also have sufficient understanding to continue your research and stay up to date with the latest advancements in the field.What you will learn Establish theoretical foundations of deep neural networks Understand convolutional networks and apply them in computer vision applications Become well versed with natural language processing and recurrent networks Explore the attention mechanism and transformers Apply transformers and large language models for natural language and computer vision Implement coding examples with PyTorch, Keras, and Hugging Face Transformers Use MLOps to develop and deploy neural network models Who this book is for This book is for software developers/engineers, students, data scientists, data analysts, machine learning engineers, statisticians, and anyone interested in deep learning. Prior experience with Python programming is a prerequisite.