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Unlocking Data with Generative AI and RAG: Enhance generative AI systems by integrating internal data with large language models using RAG by Keith Bourne
English | September 27, 2024 | ISBN: 1835887910 | 346 pages | PDF | 19 Mb
Leverage cutting-edge generative AI techniques such as RAG to realize the potential of your data and drive innovation as well as gain strategic advantage

Key FeaturesOptimize data retrieval and generation using vector databasesBoost decision-making and automate workflows with AI agentsOvercome common challenges in implementing real-world RAG systemsBook Description
Generative AI is helping organizations tap into their data in new ways, with retrieval-augmented generation (RAG) combining the strengths of large language models (LLMs) with internal data for more intelligent and relevant AI applications. The author harnesses his decade of ML experience in this book to equip you with the strategic insights and technical expertise needed when using RAG to drive transformative outcomes.
The book explores RAG's role in enhancing organizational operations by blending theoretical foundations with practical techniques. You'll work with detailed coding examples using tools such as LangChain and Chroma's vector database to gain hands-on experience in integrating RAG into AI systems. The chapters contain real-world case studies and sample applications that highlight RAG's diverse use cases, from search engines to chatbots. You'll learn proven methods for managing vector databases, optimizing data retrieval, effective prompt engineering, and quantitatively evaluating performance. The book also takes you through advanced integrations of RAG with cutting-edge AI agents and emerging non-LLM technologies.
By the end of this book, you'll be able to successfully deploy RAG in business settings, address common challenges, and push the boundaries of what's possible with this revolutionary AI technique.
What you will learnUnderstand RAG principles and their significance in generative AIIntegrate LLMs with internal data for enhanced operationsMaster vectorization, vector databases, and vector search techniquesDevelop skills in prompt engineering specific to RAG and design for precise AI responsesFamiliarize yourself with AI agents' roles in facilitating sophisticated RAG applicationsOvercome scalability, data quality, and integration issuesDiscover strategies for optimizing data retrieval and AI interpretabilityWho this book is for
This book is for AI researchers, data scientists, software developers, and business analysts looking to leverage RAG and generative AI to enhance data retrieval, improve AI accuracy, and drive innovation. It is particularly suited for anyone with a foundational understanding of AI who seeks practical, hands-on learning. The book offers real-world coding examples and strategies for implementing RAG effectively, making it accessible to both technical and non-technical audiences. A basic understanding of Python and Jupyter Notebooks is required.
Table of ContentsWhat Is Retrieval-Augmented Generation (RAG)Code Lab - An Entire RAG PipelinePractical Applications of RAGComponents of a RAG SystemManaging Security in RAG ApplicationsInterfacing with RAG and GradioThe Key Role Vectors and Vector Stores Play in RAGSimilarity Searching with VectorsEvaluating RAG Quantitatively and with VisualizationsKey RAG Components in LangChainUsing LangChain to Get More from RAGCombining RAG with the Power of AI Agents and LangGraphUsing Prompt Engineering to Improve RAG EffortsAdvanced RAG-Related Techniques for Improving Results

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Unlocking Deepseek: Is it a rival to ChatGPT?
A comprehensive guide to understanding and maximising its potential
English | 2025 | ASIN : B0DVGYZ2KY | 61 Pages | EPUB | 0.3 MB

Unlocking DeepSeek dives into the world of cutting-edge AI technology with a comprehensive guide that unravels the mysteries of this powerful tool. Is DeepSeek a worthy contender to ChatGPT's throne? This eBook answers that burning question and so much more. Whether you're an AI enthusiast, a tech professional, or just curious about the future of digital assistants, this guide will empower you to understand and unlock the full potential of DeepSeek.

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Unlocking the Career and Technical Education Classroom: Lessons for Real-World Learning in Grades 6-12
English | 2025 | ISBN: 1032900725 | 260 Pages | PDF EPUB (True) | 77 MB
This guide provides a blueprint to bridge the gap between the business world and the educational world in your classroom. Whether you are a secondary teacher tasked with teaching business concepts or an industry professional teaching career and technical education (CTE) who is new to the school environment, these ready-to-implement strategies and resources make the transition an easy one. Following a "toolbox" theme, chapters outline the nuts, bolts, and other keys to success for those new to teaching CTE. Each chapter presents a different lesson for the business classroom, including personal stories, student quotes, material lists, steps to implement the lessons, assessment options, hints for success, and supplementary digital resources for you to download and use immediately. The author includes both classroom strategies and full lessons to make this your all-in-one solution to starting out in CTE. Ideal for both secondary business teachers and "second career" teachers entering the classroom from the industry side, this book helps reduce preparation time for new teachers and smooth the transition into this relevant and essential area of learning.

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Unlocking the Heart: Writing for Mindfulness, Courage, and Self-Compassion by James Crews, Mark Nepo
English | October 8, 2024 | ISBN: N/A | ASIN: B0D8R1NLQH | 216 pages | EPUB | 16 Mb
"Unlocking the Heartis not a set of instructions but an offering of lyrical thresholds which, by their gentle truth, invite us into the wisdom of our own journey."

-Mark Nepo, #1 New York Times Bestselling Author
Learn how to bring more self-care and creativity into your life with personal insights about the writing process, inspiring prompts, poems, and daily devotionals from award-winning poet James Crews.
Writing can be cathartic. It can be healing. And you do not have to be a writer to benefit from the healing and meditative effects of writing. Likewise, you do not have to be a meditator to experience the life-changing power of mindfulness and self-compassion. But sometimes, writing can be frustrating, when you can't seem to find the way to express your feelings on paper, so that the healing can begin.
Unlocking the Heart: Writing for Mindfulness, Courage, and Self-Compassionis a book for those seeking to bring more self-care and creativity into their routines. Award-winning poet and author James Crews shares his poems with subjects ranging from vulnerability and grief to courage and gratitude. But more than just a poetry anthology, each poem is accompanied by James's personal insight into his inspiration and state of mind when writing his poetry, and writing prompts to help inspire you get started on your writing journey. It is the perfect book for anyone who is interested in the poetic work of others or is inspired to try any kind of writing for themselves. But whether or not you want to write your own poetry, this deeply moving, and ultimately inspiring, practice in mindfulness can help bring self-compassion, courage, and creativity into your daily life.
Award-winning author:James Crews is the recipient of the Prairie Schooner Prize and Cowles Prize. His writing has been featured inThe New York Times Magazine, The New Republic, Ploughshares,andSun Magazine.
The perfect companion:Unlocking the Heartis the perfect companion toKindness Will Save the WorldandHow to Love the World, as well the rest of James Crews' growing bibliography.
Foreword by bestselling poet and philosopherMark Nepo, author of theNew York Times#1 bestsellerThe Book of Awakening, pens a thoughtful and insightful foreword to Crews' work.

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Unlocking Your Potential with Adult ADHD:
Master Focus, Strengthen Relationships, and Thrive in Work and Life with Practical Strategies for Success
English | 2025 | ASIN : B0DWT775Y7 | 232 Pages | EPUB | 3.3 MB

This book is your step-by-step guide to unlocking the power of your ADHD brain-so you can focus, build stronger relationships, and succeed in your career and personal life.

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Unpalatable: Stories of Pain and Pleasure in Southern Cookbooks
by Carrie Helms Tippen
English | January 20, 2025 | ISBN: 1496854810 | 380 Pages | True epub | 2,46 MB

The cookbook genre is highly conventional with an orientation toward celebration and success. From glossy photographs to heartwarming stories and adjective-rich ingredient lists, the cookbook tradition primes readers for pleasure. Yet the overarching narrative of the region is often one of pain, loss, privation, exploitation, poverty, and suffering of various kinds. While some cookbook writers go to great lengths to avoid reminding readers of this painful past, others invoke that pain as a marker of southern authenticity. Still others use stories of southern suffering as an opportunity to make space for reconciliation, reparation, or apology for past wrongs.
In Unpalatable: Stories of Pain and Pleasure in Southern Cookbooks, author Carrie Helms Tippen attempts to understand the unique rhetorical situation of the southern cookbook as it negotiates a tension between the expectations of the genre and the prevailing metanarratives of the southern experience, one focused on pleasure and the other rooted in pain. Through an analysis of commercially published "southern" cookbooks from the 1990s to the present, Tippen examines the range of rhetorical purposes and strategies writers have employed, some of which undermine the reality of a painful past and cause harm or violence, and others which serve as tools for truth and reconciliation.
eBook Details:
Carrie Helms Tippen
380 Pages
9 - 10 Hours to read
117k Total words
Release Date: January 20, 2025
ISBN-13: 9781496854810
ISBN-10: 1496854810
Language: English
Format: epub
✅File Size: 2,46 MB

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Unprocess Your Diet in 30 Days
by Johannes Cullberg
English | January 16, 2025 | ISBN: 0349444889 | 259 Pages | True epub | 1,77 MB

A MANIFESTO TO CHANGE HOW YOU EAT AND HOW YOU THINK ABOUT FOOD, YOUR BRAIN AND YOUR BODY.
Ultra-processed food is gradually taking over our shopping baskets, brains and ultimately, our health. The Big Food industry is aligned in marketing what we put in our mouths to turn a profit, so they prey on our weaknesses and make us susceptible to buying into their claims of ' healthy ' food. In Unprocess Your Diet in 30 Days, health expert and bestselling author Johannes Cullberg shares over 20 years of experience and lessons learned from the global food industry, and as a health coach, to help you avoid false food claims and discover the health benefits of swapping ultra-processed food for real food - for good.
Packed with science-backed research, mindset tips, recipes and easy, simple and delicious food swaps, this book gives you the knowledge and inspiration to eat as nature intended so you can start reclaiming your health. Unprocess Your Diet in 30 Days is for anyone looking to kickstart their healthy eating habits to crush cravings, be healthier and live longer
eBook Details:
Johannes Cullberg
259 Pages
6 - 7 Hours to read
80k Total words
Release Date: January 16, 2025
ISBN-13: 9780349444888
ISBN-10: 0349444889
Language: English
Format: epub
✅File Size: 1,77 MB

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Unraveling Your Relationship with Money: Ditch Your Money Trauma So You Can Live an Abundant Life by Shannah Game
English | February 19th, 2025 | ISBN: 1394299850 | 224 pages | True EPUB | 0.55 MB
Inspiring guide to reimagining your relationship with money and finally reach your financial goals

In Unraveling Your Relationship with Money: Ditch Your Money Trauma So You Can Live an Abundant Life, renowned Financial Expert and Certified Trauma of Money Specialist Shannah Game delivers an inspiring, informative, and at times cathartic guide to improve your behavioral finance skills, gently resolving deep-rooted trauma related to emotions like shame, fear, and panic surrounding money, and finally start reaching your financial goals.
This book includes dozens of stories of financial trials and tribulations from individuals from all walks of life, helping readers realize they're not alone and learn lessons from others who have faced similar situations. From Chapter 1, Game addresses the internal battles that so many of us face when it comes to money:
* You can't enjoy life or feel happy unless you have a certain amount of money in your bank account
* You feel you should be further along in your quest to build wealth
* You feel like it's too late to save for retirement, change careers, start a business, etc.
Unraveling Your Relationship with Money: Ditch Your Money Trauma So You Can Live an Abundant Life is an essential read for anyone who wants to go deeper than spreadsheets and fancy apps to create an unshakeable psychological foundation for long-term wealth creation and emotional stability.

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Maurice Freedman, "Unravelling Enigma: Winning the Code War at Station X"
English | ISBN: 0850527473 | 2000 | 224 pages | AZW3 | 927 KB
Operating under the cover of a Code and Cypher School, Bletchley Park was in fact the center for British code-breaking during WWII. It was here that the Ultra and Enigma codes were broken, providing the Allies with advance information on Axis maneuvers and attacks for the rest of the war. These operations remained top-secret for over thirty years, concealing the true reasons for many key Allied decisions. Here Freedman unravels Enigma!

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Unruly: A Guide to Reclaiming Your True Self by Shelah Marie
English | October 22, 2024 | ISBN: 1649630778 | 224 pages | PDF | 1.54 Mb
If your story isn't working, flip the script.

"Exactly the kind of no-nonsense and loving advice you'd expect from a big sister or longtime friend." ―Franchesca Ramsey, creator and host of MTV Decoded and author of Well, That Escalated Quickly
"There is no better time than right now to get honest about who you are, and to perform the fullness of who you are," shares Shelah Marie, founder and CEO of Curvy, Curly, Conscious. Too many Black women are living other people's stories for your lives. You're a wife or a mother, a sister or a daughter, a CEO or a creative. You make yourself smaller to serve other people or society's expectations. But, as Shelah says, "This is your story, so why not make it a true one?"
Discover your truest self and write your truest story through Unruly. Shelah teaches the Unruly Philosophy: "a whole and compassionate acceptance of your inner diversity." Being Unruly isn't about changing yourself but rather about uncovering the many layers of who you are, accepting them fully, and allowing them to flourish. Throughout this guide, Shelah shares stories, teachings, practices, and tools to help you:
* Acknowledge and honor the past versions of yourself with compassion and self-love
* Step up to claim your mess and release any shame or judgment so you can connect more freely and deeply with yourself and others
* Grow your Main Character Energy so you can play the starring role in your life instead of centering yourself in someone else's
* Examine the expectations that are put on you from society, family, culture, and even past generations
* Prioritize your presence (how you show up) over your presentation (how it looks)
* Build your network of support to encourage and witness your growth
* Rest and dream, embracing joy, play, and pleasure
Unruly invites you to build a life where no part of yourself is left behind. As Shelah explains, "Empowerment looks like refusing to reject any part of yourself, using both your strengths and perceived weaknesses to align with your highest good." Join Shelah on this journey to unleash your Unruly self!

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Unsettled: Lord Selkirk's Scottish Colonists and the Battle for Canada's West, 1813-1816 by Robert Lower
English | June 6, 2023 | ISBN: 1770417184 | 352 pages | PDF | 12 Mb
The fascinating story of the Red River Settlement, now Winnipeg, in the years 1813 to 1816, told with archival journals, reports, and letters

Unsettled tells the story of two hundred Highlanders who flee the Scottish Clearances in 1813 to establish a settlement on the Red River in what eventually became Winnipeg. They are sponsored by the Earl of Selkirk, a man who has never been west of Montreal. Families who have never left their Highland crofts take an epic journey over ocean, up wild rivers, and through boundless wilderness, surviving disease and brutal winter only to face the determined opposition of fur barons who want no sodbusters threatening their trade and are prepared to stop at nothing to destroy their dream.
The "empty" land they've been promised is also anything but, already occupied by First Nations bands and the beginnings of that proud nation soon to be called Métis, whom they must befriend or fight.
Unsettled takes you inside the experience, relying on journals, reports, and letters to bring these days of soaring hope, crushing despair, and heroic determination to life - to bring their present into ours.

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UNSTOPPABLE MINDSET : The Confidence & Motivation Blueprint For Lifelong Success
English | 2025 | ASIN : B0DVTCC2MQ | 234 Pages | EPUB | 5 MB
Unlock the secrets to lifelong success with UNSTOPPABLE MINDSET: The Confidence & Motivation Blueprint for Lifelong Success by Iden Dharma. This powerful guide will help you transform your mindset and harness the inner power that lies within you. Discover proven strategies to boost your self-confidence, sustain motivation over time, and push past obstacles with an unshakable mindset. Whether you're looking to achieve personal growth, advance in your career, or overcome self-doubt, this book will guide you on the path to unstoppable success.

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Oliver Glaap, "Untersuchungen zu Giannozzo Manetti, De dignitate et excellentia hominis: Ein Renaissance-Humanist und sein Menschenbild"
Deutsch | 1994 | ISBN: 3598776047 | PDF | pages: 328 | 22.2 mb
Keine ausführliche Beschreibung für "Untersuchungen zu Giannozzo Manetti, De dignitate et excellentia hominis" verfügbar.

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Untersuchungen zu Signaltransduktionsprozessen mit Hilfe kleiner chemischer Sonden
Deutsch | 2025 | ISBN: 3662676265 | 82 Pages | PDF (True) | 1.4 MB
Das Programm wurde von der National Natural Science Foundation of China während des 11. Fünfjahresplans ins Leben gerufen, der im Oktober 2008 begann und Ende 2016 abgeschlossen wurde. Der Bericht fasst zunächst die allgemeinen wissenschaftlichen Ziele und den aktuellen Stand der Signaltransduktionsforschung in China und an der internationalen Grenze zusammen. Basierend auf den neuen Methoden und Technologien, die im Bereich der niedermolekularen Sonden erreicht wurden, veranschaulicht dieses Buch die molekularen Schlüsselereignisse bei Signaltransduktionsprozessen in lebenden Systemen und zeigt die Regulation der Signaltransduktion auf. Dies trägt dazu bei, neue Ideen und Strategien für die Diagnose und Vorbeugung von schweren Krankheiten zu erforschen.

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Untethered: How Visionaries Think about the Mobile-First Future
by Shawn Borsky
English | January 21, 2025 | ISBN: 1544547757 | 78 Pages | True epub | 0,99 MB

People are untethered-connected but no longer plugged in, living within their information.
"Mobile" is more than what's in your pocket. Today's users expect to be immersed in their digital experience, their information moving fluidly with them and adapting to various devices-smartphones, smart watches, cars, and even refrigerators-and levels of attention.
This atmosphere creates multiple opportunities for brands to enhance their relationships with customers. In Untethered, Shawn Borsky reframes the possibilities enabled by the inevitable mobile-first future and introduces a new way of navigating your organization's digital presence. Learn how to use mobile design to customize consumers' experiences, anticipate their needs and wants, and adapt to users' changing memory and attention levels across devices. This guide will teach you how to connect with and hold on to today's untethered consumers.
eBook Details:
Shawn Borsky
78 Pages
1 - 2 Hours to read
24k Total words
Release Date: January 21, 2025
ISBN-13: 9781544547756
ISBN-10: 1544547757
Language: English
Format: epub
✅File Size: 0,99 MB

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