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AI-Powered Search by Trey Grainger, Doug Turnbull, Max Irwin
English | January 28, 2025 | ISBN: 161729697X | 520 pages | MOBI | 13 Mb
Apply cutting-edge machine learning techniques-from crowdsourced relevance and knowledge graph learning, to Large Language Models (LLMs)-to enhance the accuracy and relevance of your search results.

Delivering effective search is one of the biggest challenges you can face as an engineer. AI-Powered Search is an in-depth guide to building intelligent search systems you can be proud of. It covers the critical tools you need to automate ongoing relevance improvements within your search applications.
Inside you'll learn modern, data-science-driven search techniques like:
* Semantic search using dense vector embeddings from foundation models
* Retrieval augmented generation (RAG)
* Question answering and summarization combining search and LLMs
* Fine-tuning transformer-based LLMs
* Personalized search based on user signals and vector embeddings
* Collecting user behavioral signals and building signals boosting models
* Semantic knowledge graphs for domain-specific learning
* Semantic query parsing, query-sense disambiguation, and query intent classification
* Implementing machine-learned ranking models (Learning to Rank)
* Building click models to automate machine-learned ranking
* Generative search, hybrid search, multimodal search, and the search frontier
AI-Powered Search will help you build the kind of highly intelligent search applications demanded by modern users. Whether you're enhancing your existing search engine or building from scratch, you'll learn how to deliver an AI-powered service that can continuously learn from every content update, user interaction, and the hidden semantic relationships in your content. You'll learn both how to enhance your AI systems with search and how to integrate large language models (LLMs) and other foundation models to massively accelerate the capabilities of your search technology.
Foreword by Grant Ingersoll.
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
About the technology
Modern search is more than keyword matching. Much, much more. Search that learns from user interactions, interprets intent, and takes advantage of AI tools like large language models (LLMs) can deliver highly targeted and relevant results. This book shows you how to up your search game using state-of-the-art AI algorithms, techniques, and tools.
About the book
AI-Powered Search teaches you to create a search that understands natural language and improves automatically the more it is used. As you work through dozens of interesting and relevant examples, you'll learn powerful AI-based techniques like semantic search on embeddings, question answering powered by LLMs, real-time personalization, and Retrieval Augmented Generation (RAG).
What's inside
* Sparse lexical and embedding-based semantic search
* Question answering, RAG, and summarization using LLMs
* Personalized search and signals boosting models
* Learning to Rank, multimodal, and hybrid search
About the reader
For software developers and data scientists familiar with the basics of search engine technology.
About the author
Trey Grainger is the Founder of Searchkernel and former Chief Algorithms Officer and SVP of Engineering at Lucidworks. Doug Turnbull is a Principal Engineer at Reddit and former Staff Relevance Engineer at Spotify. Max Irwin is the Founder of Max.io and former Managing Consultant at OpenSource Connections.
Table of Contents
Part 1
1 Introducing AI-powered search
2 Working with natural language
3 Ranking and content-based relevance
4 Crowdsourced relevance
Part 2
5 Knowledge graph learning
6 Using context to learn domain-specific language
7 Interpreting query intent through semantic search
Part 3
8 Signals-boosting models
9 Personalized search
10 Learning to rank for generalizable search relevance
11 Automating learning to rank with click models
12 Overcoming ranking bias through active learning
Part 4
13 Semantic search with dense vectors
14 Question answering with a fine-tuned large language model
15 Foundation models and emerging search paradigms
A Running the code examples
B Supported search engines and vector database

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AI-Powered Writing Tools and Their Impact on the Creative Process: Transforming Creativity and Redefining the Art of Writing! by Arun Sharma
English | November 28, 2024 | ISBN: N/A | ASIN: B0DPB7LFVY | 127 pages | EPUB | 8.35 Mb
The rapid evolution of artificial intelligence (AI) has significantly impacted various aspects of modern life, and writing is no exception. From generating articles to crafting personalized messages, AI-powered tools are transforming how individuals and businesses approach the creative process. These tools are not merely automating tasks but enhancing creativity, productivity, and efficiency in ways previously unimaginable. This shift raises important questions about the future of writing, creativity, and the role of human input in a world increasingly shaped by technology.

AI in writing offers unique opportunities for professionals, students, and content creators alike. Writers can now produce high-quality work more efficiently, marketers can deliver personalized messages at scale, and businesses can generate consistent content to engage their audiences. However, this transformation is not without its challenges. As we explore AI's integration into writing, it's essential to understand the technology, its applications, and its implications for the future of the creative process.
AI in writing leverages advanced algorithms, machine learning (ML), and natural language processing (NLP) to analyze, generate, and refine text. These technologies enable machines to understand context, grammar, tone, and style, making them capable of producing coherent and contextually relevant content. AI writing tools like ChatGPT, Jasper, and Grammarly have become indispensable for many, offering features ranging from grammar correction to fully automated content creation.
Table of ContentsIntroductionUnderstanding AI in WritingThe Evolution of Writing ToolsThe Rise of AI-Powered Writing ToolsHistory and DevelopmentKey Features of Modern ToolsTypes of AI Writing ToolsGrammar and Style CheckersContent GeneratorsLanguage Translation ToolsCreative Writing AssistantsAI and the Creative ProcessEnhancing CreativityOvercoming Writer's BlockBalancing AI and Human InputThe Role of Natural Language Processing (NLP)How NLP Powers Writing ToolsAdvancements in NLP for CreativityCase Studies: AI Tools in ActionSuccess Stories from Writers and BusinessesLessons Learned from AI AdoptionBenefits of AI Writing ToolsIncreased ProductivityImproved Content QualityAccessibility for Non-Native WritersChallenges and Ethical ConcernsThe Risk of PlagiarismBias in AI-Generated ContentPreserving Human CreativityAI Writing Tools for Different IndustriesMarketing and AdvertisingJournalism and MediaEducation and AcademiaPublishing and Fiction WritingFuture Trends in AI Writing ToolsEmerging TechnologiesThe Future of AI in Creative CollaborationTips for Effective Use of AI Writing ToolsChoosing the Right Tool for Your NeedsCombining AI with Human ExpertiseConclusionRedefining the Role of Writers in the AI EraFinal Thoughts on AI and CreativityAppendicesRecommended AI Writing ToolsGlossary of Key TermsResources for Further ReadingAt the core of AI writing is NLP, a branch of AI that focuses on the interaction between computers and human language. NLP enables machines to process and generate text in a way that mimics human communication. Through deep learning models, AI systems learn patterns and structures in language by analyzing massive datasets, allowing them to generate human-like text.
And Much Much More...

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Airborne Particulate Matter: Impact on Human Health and Environment
English | 2025 | ISBN: 3031844076 | 365 Pages | PDF EPUB (True) | 28 MB
Particulate matter (PM) in the ambient air is a key indicator of air pollution. It can be suspended over long time and travel over a long distance in the atmosphere. It can cause a wide range of diseases that lead to a significant reduction of human life. Because of the potent role of PM and its associated pollutants, detailed knowledge of their effects on the environment in general, and human health in particular, is of primary importance.

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John Morgan O'Connell, "Alaturka: Style in Turkish Music (1923-1938) "
English | ISBN: 1409447413 | 2013 | 306 pages | EPUB | 22 MB
The early-Republican era (1923-1938) was a major period of musical and cultural change in Turkey. Alaturka: Style in Turkish Music is a study of the significance of style in Turkish music and, in particular, the polemical debate about an eastern style of Turkish music (called, alaturka) that developed during this rich and complicated era of Turkish history. Representing more than twenty years of research, the book explores the stylistic categories that show the intersection between music and culture; the different chapters treat musical materials, musical practices and musical contexts in turn. Informed by critical approaches to musical aesthetics in ethnomusicology as well as musicology and anthropology, the book focuses upon a native discourse about musical style, highlighting a contemporary apprehension about the appropriate constitution of a national identity. The argument over style discloses competing conceptions of Turkish space and time where definitions of the east and the west, and interpretations of the past and the present respectively were hotly contested. John Morgan O'Connell makes a significant contribution to the study of Turkish music in particular and Turkish history in general. Conceived as a historical ethnography, the book brings together archival sources and ethnographic materials to provide a critical revision of Turkish historiography, music providing a locus for interrogating singular representations of a national past.

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Aleksandur Stamboliiski : Bulgaria By Richard Crampton; Alan Sharp
2009 | 209 Pages | ISBN: 1905791771 | EPUB | 1 MB
Aleksandur Stamboliiski was one of the most original politicians of the 20th century. His tragedy was that he came to power at the end of the First World War in which Bulgaria had been defeated. It fell to him, therefore, to accept and apply the peace settlement. This created tensions between him and traditional Bulgarian nationalism, tensions which ended with his murder in 1923. The book will examine the origins of this traditional nationalism from the foundation of the Bulgarian state in 1878, and of the agrarian movement which came to represent the social aspirations of the majority of the peasant population. It will also illustrate Stamboliiski's rise to power and examine his ideology. Emphasis will be placed on how this ideology clashed with the monarchy, the military, and the nationalists. Stamboliiski's policies in the Balkan wars and the First World War will be described before the details of the 1919 peace settlement are examined. The implementation of those terms will then be discussed as will the coup of 1923. The legacy of the peace treaty in the inter-war period and of Stamboliiski's image in the years after his downfall will form the final section of the book.

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Alice and Bob Learn Secure Coding by Tanya Janca
English | February 11, 2025 | ISBN: 1394171706 | 416 pages | PDF | 4.40 Mb
Unlock the power of secure coding with this straightforward and approachable guide!

Discover a game-changing resource that caters to developers of all levels with Alice and Bob Learn Secure Coding. With a refreshing approach,the book offers analogies, stories of the characters Alice and Bob, real-life examples, technical explanations and diagrams to break down intricate security concepts into digestible insights that you can apply right away.Explore secure coding in popular languages like Python, Java, JavaScript, and more, while gaining expertise in safeguarding frameworks such as Angular, .Net, and React. Uncover the secrets to combatting vulnerabilities by securing your code from the ground up!
Topics include:Secure coding in Python, Java, Javascript, C/C++, SQL, C#, PHP, and moreSecurity for popular frameworks, including Angular, Express, React, .Net, and SpringSecurity Best Practices for APIs, Mobile, Web Sockets, Serverless, IOT, and Service MeshMajor vulnerability categories, how they happen, the risks, and how to avoid themThe Secure System Development Life Cycle, in depthThreat modeling, testing, and code reviewThe agnostic fundamentals of creating secure code that apply to any language or framework
Alice and Bob Learn Secure Coding is designed for a diverse audience, includingsoftware developers of all levels,buddingsecurity engineers, software architects, and application security professionals. Immerse yourself in practical examples and concrete applications that will deepen your understanding and retention of critical security principles.
Alice and Bob Learn Secure Codingillustrates all the included concepts with easy-to-understand examples and concrete practical applications, furthering the reader's ability to grasp and retain the foundational and advanced topics contained within.Don't miss this opportunity to strengthen your knowledge; let Alice and Bob guide you to a secure and successful coding future.

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Alive to the Word : A Practical Theology of Preaching for the Whole Church By Stephen I. Wright
2013 | 220 Pages | ISBN: 0334042011 | PDF | 1 MB
In Alive to the Word Stephen Wright offers a constructive introduction to preaching as an existing and varied practice throughout the church on which it is important to continue to reflect theologically, so that it is executed with developing spirituality, understanding and skill.Alive to the Word includes discussion of the full range of key components in the understanding and practice of preaching - from its basic theological rationale right through to the dynamics of live communication and its aftermath.The books begins by reflecting on the nature and the context of preaching, not least in a communications culture and moves on to setting a constructive agenda for the development of preaching as a core practice of the Christian church for the preacher, the congregation and the wider church.

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All Hands on Tech: The AI-Powered Citizen Revolution by Thomas H. Davenport, Ian Barkin, Chase Davenport
English | October 22, 2024 | ISBN: 1394245904 | 304 pages | MOBI | 1.84 Mb
Supercharge your organization's capacity for innovation

The greatest untapped asset in an enterprise today is the ingenuity of its people. Dive into a future of work where technology empowers everyone to be a creator and builder with All Hands on Tech: The Citizen Revolution in Business Technology. This pivotal book offers a comprehensive look into the role of citizen developers―business domain experts who are driving IT-enabled innovation using technology previously reserved for professional technologists. Through case studies of citizens and citizen-enabled enterprises, the authors demonstrate how emerging technology bestows unprecedented power on these individuals and unprecedented value on the organizations that channel their efforts. They outline a transformative approach to citizen development that not only enhances companies' innovative capacity via the empowerment of domain experts, but also minimizes risk and liberates IT departments to pursue more strategic initiatives.
All Hands on Tech describes a revolution in work―powered by technology becoming more human and humans becoming more comfortable with technology. This convergence provides a clear pathway for enterprises to leverage the on-the-ground experience and insight of all employees. The authors provide diverse examples of companies that have aligned the work of their citizen developers with wider organizational goals across citizen data science, automation, and development projects. These examples demonstrate why and how to commit to the citizen revolution in your organization.
In the book, you'lliscover the untapped potential of citizen developers to revolutionize business operations with technology democratizationFind a practical framework for integrating citizen development into a broader corporate digital and data strategy, while controlling riskExplore a forward-thinking approach to redefining the roles of all hands in an enterprise, empowering them to turn ideas into applications, automations, and analytical/AI modelsFor business leaders, executives, managers, and IT professionals looking to harness the full potential of their front-line employees and redefine the landscape of IT work, All Hands on Tech is a must-have resource. For business domain specialists and those eager to turn ideas into action, the citizen revolution democratizes information technology and empowers you to lead your organization towards a more innovative and efficient future. For subject matter experts, domain specialists, and those eager to put their ideas to work while also future-proofing their careers with invaluable skills, the citizen revolution ushers in an entirely new way of working.

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Alliances for Obesity Prevention : Finding Common Ground: Workshop Summary By Institute of Medicine; Food and Nutrition Board; Standing Committee on Childhood Obesity Prevention; Stephen Olson; Elena Ovaitt; Emily Ann Miller; Lynn Parker
2012 | 83 Pages | ISBN: 0309224721 | EPUB | 1 MB
Many organizations are making focused efforts to prevent obesity. To achieve their goals, accelerate their progress, and sustain their success, the assistance of many other individuals and groups--not all of them with a singular focus on obesity prevention--will be essential. In October 2011 the Institute of Medicine held a workshop that provided an opportunity for obesity prevention groups to hear from and hold discussions with many of these potential allies in obesity prevention. They explored common ground for joint activities and mutual successes and lessons learned from efforts at aligning diverse groups with goals in common.

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Almost 30: A Definitive Guide to a Life You Love for the Next Decade and Beyond by Lindsey Simcik, Krista Williams
English | June 3rd, 2025 | ISBN: 1250327202 | 352 pages | True EPUB | 3.47 MB
Turn your mess into magic.

The years leading up to thirty can feel more agonizing than exciting. The pressure to have it all figured out-your job, your relationships, your life-is intense. And as if that's not enough, bam! Along comes Saturn Return, a cosmic milestone that thrusts you into adulthood ... ready or not.
Lindsey Simcik and Krista Williams-creators of the #1, critically acclaimed wellness podcast Almost 30 and its global community-help you navigate this season of astronomical (and astrological) transition in your life. Consider them the big sisters of your Saturn Return, here to guide you, hold your hand, and cheer you on as you embark upon this monumental transition that will touch every single part of your life, from your body to your relationships to your spirituality. In addition to looking back at their own alternately hilarious and perceptive stories of being almost thirty, the authors share expert insights, research, practices, and tools they've cultivated through nearly a decade of hosting their podcast.
Dive into thought exercises, meditations, journaling prompts, and sage advice from expert podcast guests such as Jay Shetty, Gabby Bernstein, Glennon Doyle, Nicole LaPera, and many more. Almost 30 is the go-to book for every woman standing on the cusp of where they've been and where they're going. Because change is imminent, and we're all almost ... something.

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Alpaca Therapy: Help for Anxiety, Autism, PTSD, Depression, and Isolation by Sheila Carroll
English | March 19, 2024 | ISBN: N/A | ASIN: B0CW1HMWX6 | 67 pages | EPUB | 1.63 Mb
Alpaca Therapy: Help for Anxiety, Autism, PTSD, Depression, and Isolation

Discover a compassionate and innovative approach to mental and emotional wellness with "Alpaca Therapy: Help for Anxiety, Autism, PTSD, Depression, and Isolation." This important book explores the therapeutic power of alpacas, whose gentle presence has been scientifically shown to alleviate symptoms of anxiety, depression, PTSD, autism, and isolation.
In this guide, you'll discover:
* The psychological benefits of alpaca-assisted therapy, backed by the latest research and expert opinions.
* Heartwarming stories from individuals who have experienced profound emotional relief and life-changing interactions with alpacas.
* Practical guidance on integrating alpacas into therapeutic practices, with tips for both therapy professionals and those seeking new methods to manage emotional health.
*Resources and advice for finding and participating in alpaca therapy sessions, ensuring readers can easily access these beneficial encounters.
Alpaca Therapy offers more than just insights-it provides a roadmap for those looking to enrich their therapeutic journey with the soothing company of alpacas. Whether you are dealing with mental health struggles or looking for new therapeutic avenues, this book is an essential resource for discovering the serene, healing embrace of alpaca therapy. Join countless others in unlocking the joys and therapeutic potential of these remarkable animals.

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Am liebsten beides: Wie gelange ich zu passenden Entscheidungen?
Deutsch | 2025 | ISBN: 3662707616 | 124 Pages | PDF (True) | 3 MB
Dieses Buch befasst sich mit den wenigen bewusst, frei und ganzheitlich getroffenen Entscheidungen, die wegweisend für unser Leben sind. Dieses Buch vermittelt keine fertigen Rezepte, sondern bietet hilfreiche Werkzeuge, damit die Wahl zwischen zahllosen Optionen nicht zur Qual wird, sondern zur Möglichkeit, unser Leben in Verbindung mit unseren Zielen und Werten selbstbestimmt zu führen.

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Amazon 2030 - Sustainability Issues in the World's Largest Rainforest Region
English | 2025 | ISBN: 3031814649 | 534 Pages | PDF (True) | 93 MB
This book examines the socio-economic impacts on the indigenous populations and local communities who depend on the Amazon for their livelihood, culture, and heritage. By presenting contributions which entailed detailed research, expert interviews, and on-the-ground case studies, this book provides an in-depth analysis of the key factors contributing to the Amazon's decline, including deforestation, climate change, and illegal mining, among others. As authors venture into the year 2030, the Amazon Rainforest, often referred to as the planet's lungs, faces unprecedented challenges that threaten its existence and, by extension, the global ecosystem. This book delves into the heart of these issues, offering a comprehensive and poignant exploration of the sustainability crisis in the world's largest rainforest region. The narrative is structured to guide readers through the intricate web of environmental, economic, and social threads that define the Amazon's current predicament. It begins with an overview of the rainforest's vital role in global biodiversity and climate regulation, setting the stage for a deeper investigation into the threats it faces. Various chapters are dedicated to specific sustainability challenges, such as the expansion of agricultural frontiers, the exploitation of natural resources, and the consequences of political and corporate decisions on conservation efforts. The book also highlights innovative solutions and initiatives underway to preserve and restore the Amazon, showcasing successful conservation projects and sustainable development practices. The book also projects potential future scenarios for the Amazon, emphasizing the urgency of concerted global action to safeguard this irreplaceable natural treasure. It calls for a holistic approach that reconciles economic development with environmental stewardship and respects the rights and knowledge of indigenous peoples. It serves as a clarion call to action, urging readers to consider the legacy authors wish to leave for future generations.

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Amazon Redshift Cookbook: Recipes for building modern data warehousing solutions
English | 2025 | ISBN: 1836206917 | 469 Pages | PDF (True) | 17 MB
Amazon Redshift Cookbook offers comprehensive guidance for leveraging AWS's fully managed cloud data warehousing service. Whether you're building new data warehouse workloads or migrating traditional on-premises platforms to the cloud, this essential resource delivers proven implementation strategies. Written by AWS specialists, these easy-to-follow recipes will equip you with the knowledge to successfully implement Amazon Redshift-based data analytics solutions using established best practices.

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America's Teenagers-Myths and Realities : Media Images, Schooling, and the Social Costs of Careless Indifference By Sharon L. Nichols; Thomas L. Good
2004 | 313 Pages | ISBN: 0805848509 | EPUB | 1 MB
The media's presentation suggests that American teenage culture today is the most violent, sexual, and amoral youth culture in history. In this book, Nichols and Good deconstruct the negative images held by large numbers of adults. Recognizing that many teenagers are left by adults to socialize themselves and the consequences of this "careless indifference," the authors' goal is to influence a more positive view leading to stronger social policies and better services, resources, and programs to meet the needs of America's youth. Unique features of America's Teenagers--Myths and Realities: Media Images, Schooling, and the Social Costs of Careless Indifference include: *powerful analytic lenses used to revisit typical depictions of youth; *a wealth of information brought to bear on understanding teenagers' behavior; and *consideration of a broad range of adolescent behaviors across critical socializing settings. The book begins with a discussion of the continuing myth of adolescence--how and why youth are devalued, and an overview of current beliefs about youth drawn from two 1990s Public Agenda Polls. This is followed by chapters on youth and the media, and the pressures that youth face in various dimensions of their lives. Topics include youth violence; the sex lives of teenagers; tobacco, alcohol, drugs, and teens; healthy living and decision making; working teens; and youth and education. The concluding chapter pulls together themes generated throughout the book and provides examples of policies that would underscore the value of viewing youth as a social investment. General guidelines are provided for teachers, parents, policymakers, and citizens to facilitate responding to youth in meaningful, proactive ways that improve the quality of life for teenagers and the broader society.

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