Hugging A Cloud

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Mastering LLM Applications with LangChain and Hugging Face

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

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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

How to Hug a Cloud

Author : Jacqueline Vollat
Publisher :
ISBN 13 : 9781736652039
Total Pages : 36 pages
Book Rating : 4.6/5 (52 download)

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Book Synopsis How to Hug a Cloud by : Jacqueline Vollat

Download or read book How to Hug a Cloud written by Jacqueline Vollat and published by . This book was released on 2021-11-29 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Hug a Cloud is an uplifting, inspirational story about following your dreams. Lilly, a young cloud lover, has an impossible dream of hugging a fluffy white cloud. Despite the difficulty, she decides that today is the day! She creates a plan and sets out for her adventure to the skies, with her furry little sidekick along for the ride!Lilly comes across several challenges along her journey, but will she give up or will she keep going until she accomplishes her goal? Pick up this book to find out!This book is guaranteed to inspire young children to keep their head up, have an open mind and to not give up on their dreams, no matter how impossible they may seem.

Cloud

Author : Ginger Kathrens
Publisher : Fox Chapel Publishing
ISBN 13 : 1620080508
Total Pages : 208 pages
Book Rating : 4.6/5 (2 download)

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Book Synopsis Cloud by : Ginger Kathrens

Download or read book Cloud written by Ginger Kathrens and published by Fox Chapel Publishing. This book was released on 2012-11-06 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This bestselling book, originally published as a companion volume for public television’s Nature series, Cloud: The Wild Stallion of the Rockies is documentary filmmaker Ginger Kathrens’s personal retelling of her years following the wild horse she named Cloud. Beautifully designed, the book is elaborately photographed and divided into seventeen chapters that follow the life of a wild stallion, just one of hundreds of horses that have roamed wild in the Rocky Mountains for two hundred years. The book begins with the author and filmmaker witnessing the birth of a helpless white colt, that will soon capture her heart and imagination. Each subsequent chapter documents Cloud’s interaction with his mare Raven, his brother Diamond, and other colts in the wild as well as his adventures encountering dangerous predators, older stallions, and human trappers. The author follows Cloud over the course of five years, taking note of his physical and behavioral development, as his begins to take on more of a leadership role in the band of wild bachelors he’s joined, to become a fighter, a survivor, and a father. Kathrens’s emotional involvement in Cloud’s story is palpable, such as when she tearfully watches the young stallion get captured by trappers. Due to his unusual coloration, he is set free, though the other members of his band and sisters are removed and sold. Returning to the mountains every season, the author continues to look for Cloud in the vast wild habitat, always relieved to find him still living, despite fights, predators, and encounters with trappers. She is later is touched to see how Cloud, the five-year-old mare, grazes with his yearling son, the first of his new family. Kathrens’s gripping observations of wild horses of the Arrowheads, their fights, struggles, and alliances, give the reader much insight into the fascinating behavior of these wild horses. Now published in paperback for the first time, this updated and fully redesigned volume coincides with the one year anniversary of the last sighting of Cloud.

Bear Hug

Author : Katharine McEwen
Publisher : Templar
ISBN 13 : 0763666300
Total Pages : 33 pages
Book Rating : 4.7/5 (636 download)

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Book Synopsis Bear Hug by : Katharine McEwen

Download or read book Bear Hug written by Katharine McEwen and published by Templar. This book was released on 2014-09-23 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: Watch life unfold as the seasons change. One bear is facing his first winter alone. Just as his parents taught him, he gathers leaves for his cave and fishes for food in the river. Then, across the babbling water, he meets a mate, and they weather the winter together in a big bear hug. When spring arrives, so does a new bear cub, and the proud parents begin to teach him what they have learned.

U.S. Geological Survey Professional Paper

Author :
Publisher :
ISBN 13 :
Total Pages : 148 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis U.S. Geological Survey Professional Paper by :

Download or read book U.S. Geological Survey Professional Paper written by and published by . This book was released on 1982 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Generative AI with LangChain

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

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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.

Geological Survey Professional Paper

Author :
Publisher :
ISBN 13 :
Total Pages : 396 pages
Book Rating : 4.3/5 (243 download)

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Book Synopsis Geological Survey Professional Paper by :

Download or read book Geological Survey Professional Paper written by and published by . This book was released on 1982 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hug Chickenpenny

Author : S. Craig Zahler
Publisher :
ISBN 13 : 9781946487001
Total Pages : 0 pages
Book Rating : 4.4/5 (87 download)

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Book Synopsis Hug Chickenpenny by : S. Craig Zahler

Download or read book Hug Chickenpenny written by S. Craig Zahler and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A gothic, Dickensian take on The Elephant Man, featuring a misshapen young boy as the titular character, Hug.

The Hugging Army

Author : Vanessa L. White Fernandes
Publisher : iUniverse
ISBN 13 : 1532047762
Total Pages : 91 pages
Book Rating : 4.5/5 (32 download)

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Book Synopsis The Hugging Army by : Vanessa L. White Fernandes

Download or read book The Hugging Army written by Vanessa L. White Fernandes and published by iUniverse. This book was released on 2018-04-21 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: Its amazing how many valuable lessons you can learn hugging strangers. Just ask Vanessa L. White Fernandes. She never planned to be sort of obsessed with hugging complete strangers, but shes gone places, met people, and learned things she never thought possible since she started doing it. It all began in the summer of 2013, when she and her future wife, Brenda, went to New York City to see Amma, the Hugging Saint who has hugged hundreds of thousands of people. The experience transformed her, and in June 2015, she wrote on a large board: I trust you, do you trust me? How about a hug? and stood on a sidewalk with a blindfold over her eyes. She was curious about what would happen even though she knew what she was doing was potentially dangerous. After all, she was exposing the most vulnerable part of her bodyher heartbut she knew it would be OK. With that first step The Hugging Army was bornand in sharing her stories of her hugging experiences, including her 2017 Hug Bug Tour of the southeastern United States, the author emphasizes how hugging strangers has dramatically changed her life for the better.

What Cloud Is My Daddy In?

Author : Kim Vesey
Publisher : WestBow Press
ISBN 13 : 1973679256
Total Pages : 41 pages
Book Rating : 4.9/5 (736 download)

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Book Synopsis What Cloud Is My Daddy In? by : Kim Vesey

Download or read book What Cloud Is My Daddy In? written by Kim Vesey and published by WestBow Press. This book was released on 2020-01-15 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experiencing loss, whether sudden or expected, is extremely challenging at any age. Since children often do not have friends who have had a similar experience, they may find this to be a scary, overwhelming and lonely time. A little turtle loves doing fun things with Daddy, including playing golf together. Suddenly the turtle’s world is turned upside down when Dad falls ill and goes to the hospital. When the turtle’s mother says, “Daddy has gone to heaven to live with God”, the turtle must somehow learn to live without him. The turtle misses Daddy so much. While the little turtle wonders if Dad is living in a cloud, family members and friends help lead the turtle through many feelings during the first year following the dad’s death. Through this experience, the young turtle learns that it is okay to cry, laugh and be happy, as well as to forever love Daddy! In this beautifully illustrated and touching tale, a young turtle learns how to deal with loss and grief after the turtle’s father suddenly dies. The turtle is left believing Dad is watching and sending love from his heavenly cloud. This book provides numerous recommendations for adults supporting the grieving child. These include suggestions for honoring memories, creating tangible remembrances, and working through shared grief in a gentle and supportive way.

Vector Search for Practitioners with Elastic

Author : Bahaaldine Azarmi
Publisher : Packt Publishing Ltd
ISBN 13 : 1805127411
Total Pages : 240 pages
Book Rating : 4.8/5 (51 download)

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Book Synopsis Vector Search for Practitioners with Elastic by : Bahaaldine Azarmi

Download or read book Vector Search for Practitioners with Elastic written by Bahaaldine Azarmi and published by Packt Publishing Ltd. This book was released on 2023-11-30 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book delves into the practical applications of vector search in Elastic and embodies a broader philosophy. It underscores the importance of search in the age of Generative Al and Large Language Models. This narrative goes beyond the 'how' to address the 'why' - highlighting our belief in the transformative power of search and our dedication to pushing boundaries to meet and exceed customer expectations." Shay Banon Founder & CTO at Elastic Key Features Install, configure, and optimize the ChatGPT-Elasticsearch plugin with a focus on vector data Learn how to load transformer models, generate vectors, and implement vector search with Elastic Develop a practical understanding of vector search, including a review of current vector databases Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWhile natural language processing (NLP) is largely used in search use cases, this book aims to inspire you to start using vectors to overcome equally important domain challenges like observability and cybersecurity. The chapters focus mainly on integrating vector search with Elastic to enhance not only their search but also observability and cybersecurity capabilities. The book, which also features a foreword written by the founder of Elastic, begins by teaching you about NLP and the functionality of Elastic in NLP processes. Here you’ll delve into resource requirements and find out how vectors are stored in the dense-vector type along with specific page cache requirements for fast response times. As you advance, you’ll discover various tuning techniques and strategies to improve machine learning model deployment, including node scaling, configuration tuning, and load testing with Rally and Python. You’ll also cover techniques for vector search with images, fine-tuning models for improved performance, and the use of clip models for image similarity search in Elasticsearch. Finally, you’ll explore retrieval-augmented generation (RAG) and learn to integrate ChatGPT with Elasticsearch to leverage vectorized data, ELSER's capabilities, and RRF's refined search mechanism. By the end of this NLP book, you’ll have all the necessary skills needed to implement and optimize vector search in your projects with Elastic.What you will learn Optimize performance by harnessing the capabilities of vector search Explore image vector search and its applications Detect and mask personally identifiable information Implement log prediction for next-generation observability Use vector-based bot detection for cybersecurity Visualize the vector space and explore Search.Next with Elastic Implement a RAG-enhanced application using Streamlit Who this book is for If you're a data professional with experience in Elastic observability, search, or cybersecurity and are looking to expand your knowledge of vector search, this book is for you. This book provides practical knowledge useful for search application owners, product managers, observability platform owners, and security operations center professionals. Experience in Python, using machine learning models, and data management will help you get the most out of this book.

Hug Your Customers

Author : Jack Mitchell
Publisher : Hachette Books
ISBN 13 : 1401398049
Total Pages : 312 pages
Book Rating : 4.4/5 (13 download)

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Book Synopsis Hug Your Customers by : Jack Mitchell

Download or read book Hug Your Customers written by Jack Mitchell and published by Hachette Books. This book was released on 2003-06-11 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Revised and updated for the first time since original publication! Here is the 200,000-copy staple, praised by Warren Buffett as "a gem ... I wish everyone at Berkshire would follow [Jack Mitchell's] advice--we would own the world." If you want to put your arms around your business and bottom line, you'll want all the updated information and practices found in the landmark business bestseller, Hug Your Customers. The only way to stay in business is to have customers; the only way to increase your profit is to attract more customer visits by providing exceptional customer service. It's that simple says Jack Mitchell. Hug Your Customers shares the hands-on practical philosophy that has allowed Mitchell and his Family of Stores to thrive and excel in today's challenging retail marketplace. Filled with accessible advice, personal case studies and tips any businessperson can use, Hug Your Customers is an energizing blueprint for customer and employee retention, increased per capita spending, and groundbreaking success.

Hug Day! (DreamWorks Trolls)

Author : Mary Man-Kong
Publisher : Random House Books for Young Readers
ISBN 13 : 1984849085
Total Pages : 16 pages
Book Rating : 4.9/5 (848 download)

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Book Synopsis Hug Day! (DreamWorks Trolls) by : Mary Man-Kong

Download or read book Hug Day! (DreamWorks Trolls) written by Mary Man-Kong and published by Random House Books for Young Readers. This book was released on 2018-12-18 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: This heart-shaped board book all about love features the characters from DreamWorks Trolls! The Trolls each love different things, but one thing they all love is Hug Day! Girls and boys ages 0 to 3 will love this heart-shaped board book about everything Poppy, Branch, and all their Troll friends love--especially hugs! Features a glitter cover and Troll-tastic full-color illustrations throughout!

One Big Hug

Author : Shirley Hillard
Publisher :
ISBN 13 : 9781933014203
Total Pages : 0 pages
Book Rating : 4.0/5 (142 download)

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Book Synopsis One Big Hug by : Shirley Hillard

Download or read book One Big Hug written by Shirley Hillard and published by . This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is a grandmother's love for her grandson bigger than a hug? Bigger than two bugs in a rug? Bigger than the whole world?

Cloud Swallower

Author : David Fowler
Publisher : Xlibris Corporation
ISBN 13 : 1469117681
Total Pages : 179 pages
Book Rating : 4.4/5 (691 download)

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Book Synopsis Cloud Swallower by : David Fowler

Download or read book Cloud Swallower written by David Fowler and published by Xlibris Corporation. This book was released on 2007-09-10 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Zuni legend, a 500 year old grudge, fi ve violent deaths, a romantic and cultural reconnection, arson, a Canadian mining company, and identical twin brothers following different, confl icting paths to aid in the survival of their Northern New Mexico pueblo all form the tapestry of this book Cloud Swallower

A Pregnant Cloud

Author :
Publisher : Dorrance Publishing
ISBN 13 : 1434976823
Total Pages : 214 pages
Book Rating : 4.4/5 (349 download)

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Book Synopsis A Pregnant Cloud by :

Download or read book A Pregnant Cloud written by and published by Dorrance Publishing. This book was released on with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bear Hug

Author : J. Wes Watson
Publisher : Xlibris Corporation
ISBN 13 : 9781479712335
Total Pages : 333 pages
Book Rating : 4.7/5 (123 download)

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Book Synopsis Bear Hug by : J. Wes Watson

Download or read book Bear Hug written by J. Wes Watson and published by Xlibris Corporation. This book was released on 2012-10-18 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: At the end of WWII the two mightiest armies in history stood on opposite sides of the Elbe River in Germany, basking in their victory over Nazi Germany. But was that shooting war truly over? Joseph Stalin could not help but notice that by the time of their August, 1944, Conference in Potsdam, that both FDR and Churchill were no longer on the world stage, replaced by a “failed haberdasher”, Harry Truman, and a British Socialist, Clement Attlee. With the Allied armies depleting their European forces for the coming invasion of Japan, Stalin embarks on an ambitious plan to continue to roll westward, and complete the submission of all of Europe before the Allies can react to stop him. And with a brilliant plan he temporarily thwarts the Americans’ atomic bomb capability. It becomes a race and a struggle for a hodge-podge of Allied units, commanded by personal enemies George Patton and Bernard Montgomery, as the two generals try to patch up their differences. They try everything both in, and out, of the book, including using former German enemies to try to buy enough time to halt the Soviet onslaught.