Google Gemini For Python

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Large Language Models For Developers

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Author : Oswald Campesato
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-12-26

Large Language Models For Developers written by Oswald Campesato and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-26 with Computers categories.

This book offers a thorough exploration of Large Language Models (LLMs), guiding developers through the evolving landscape of generative AI and equipping them with the skills to utilize LLMs in practical applications. Designed for developers with a foundational understanding of machine learning, this book covers essential topics such as prompt engineering techniques, fine-tuning methods, attention mechanisms, and quantization strategies to optimize and deploy LLMs. Beginning with an introduction to generative AI, the book explains distinctions between conversational AI and generative models like GPT-4 and BERT, laying the groundwork for prompt engineering (Chapters 2 and 3). Some of the LLMs that are used for generating completions to prompts include Llama-3.1 405B, Llama 3, GPT-4o, Claude 3, Google Gemini, and Meta AI. Readers learn the art of creating effective prompts, covering advanced methods like Chain of Thought (CoT) and Tree of Thought prompts. As the book progresses, it details fine-tuning techniques (Chapters 5 and 6), demonstrating how to customize LLMs for specific tasks through methods like LoRA and QLoRA, and includes Python code samples for hands-on learning. Readers are also introduced to the transformer architecture’s attention mechanism (Chapter 8), with step-by-step guidance on implementing self-attention layers. For developers aiming to optimize LLM performance, the book concludes with quantization techniques (Chapters 9 and 10), exploring strategies like dynamic quantization and probabilistic quantization, which help reduce model size without sacrificing performance. FEATURES • Covers the full lifecycle of working with LLMs, from model selection to deployment • Includes code samples using practical Python code for implementing prompt engineering, fine-tuning, and quantization • Teaches readers to enhance model efficiency with advanced optimization techniques • Includes companion files with code and images -- available from the publisher

Building Generative Ai Services With Fastapi

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Author : Alireza Parandeh
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-04-15

Building Generative Ai Services With Fastapi written by Alireza Parandeh and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-15 with Computers categories.

Ready to build production-grade applications with generative AI? This practical guide takes you through designing and deploying AI services using the FastAPI web framework. Learn how to integrate models that process text, images, audio, and video while seamlessly interacting with databases, filesystems, websites, and APIs. Whether you're a web developer, data scientist, or DevOps engineer, this book equips you with the tools to build scalable, real-time AI applications. Author Alireza Parandeh provides clear explanations and hands-on examples covering authentication, concurrency, caching, and retrieval-augmented generation (RAG) with vector databases. You'll also explore best practices for testing AI outputs, optimizing performance, and securing microservices. With containerized deployment using Docker, you'll be ready to launch AI-powered applications confidently in the cloud. Build generative AI services that interact with databases, filesystems, websites, and APIs Manage concurrency in AI workloads and handle long-running tasks Stream AI-generated outputs in real time via WebSocket and server-sent events Secure services with authentication, content filtering, throttling, and rate limiting Optimize AI performance with caching, batch processing, and fine-tuning techniques Visit the Book's Website.

Google Gemini For Python

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Author : Oswald Campesato
language : en
Publisher: Stylus Publishing, LLC
Release Date : 2024-03-07

Google Gemini For Python written by Oswald Campesato and has been published by Stylus Publishing, LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-07 with Computers categories.

This book provides a bridge between the worlds of Python 3 programming and Generative AI, aiming to equip readers with the skills to navigate both domains with confidence. It begins with an introduction to fundamental aspects of Python programming, which include various data types, number formatting, Unicode and UTF-8 handling, and text manipulation techniques. In addition, you will learn about loops, functions, data structures, NumPy, Pandas, conditional logic, and reserved words in Python. Further chapters show how to handle user input, manage exceptions, and work with command-line arguments. The text then transitions to the realm of Generative AI, discussing its distinction from Conversational AI. Popular platforms and models, including Bard (now called “Gemini”) and its competitors, are presented to give readers an understanding of the current AI landscape. The book discusses the capabilities of Bard, its strengths, weaknesses, and potential applications. Finally, you will learn how to generate a variety of Python 3 code samples via Bard. FEATURES: Includes a chapter on how to generate a variety of Python 3 code samples via Gemini Covers basic concepts of Python 3 such as loops, conditional logic, reserved words, user input, manage exceptions, work with command-line arguments, and more Includes companion files for downloading with source code and figures

The Semantic Web

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Author : Edward Curry
language : en
Publisher: Springer Nature
Release Date : 2025-05-30

The Semantic Web written by Edward Curry and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-30 with Computers categories.

This two-volume set LNCS 15718-15719 constitutes the refereed proceedings of the 22nd European Semantic Web Conference, ESWC 2025, held in Portoroz, Slovenia, during June 1–5, 2025. The 45 full papers presented were carefully reviewed and selected from 155 submissions.The ESWC’s Research track addresses the theoretical, analytical, and empirical aspects of the semantic web, semantic technologies, knowledge graphs and semantics on the Web in general. The In-use track focuses on contributions that reuse and apply state-of-the-art semantic technologies or resources to real-world settings. The resource track deals with resource contributions that are, on the one hand innovative or novel, and on the other hand sharable and reusable (e.g. datasets, knowledge graphs, ontologies, workflows, benchmarks, frameworks), and provide the necessary scaffolding to support the generation of scientific work and advance the state of the art.

Artificial Intelligence How Does It Work And How To Use It

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Author : Dr Sabry Fattah
language : en
Publisher: Dr Sabry Fattah
Release Date : 2024-03-10

Artificial Intelligence How Does It Work And How To Use It written by Dr Sabry Fattah and has been published by Dr Sabry Fattah this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-10 with Computers categories.

In a world increasingly driven by technological advancements, Artificial Intelligence (AI) has emerged as a game-changer, transforming industries and revolutionizing the way we live and work. This book is a must-read guide that takes you on an exhilarating journey into the realm of AI, unraveling its inner workings and empowering you to leverage its potential. This book is meticulously crafted to provide a holistic understanding of AI, starting with its origins and tracing its evolution through the ages, from its humble beginnings to the cutting-edge technologies of today. Readers wil gain insights into the different types of AI and the fundamental principles that underpin their construction. You will get a comprehensive understanding of the algorithms that power AI systems. Discover the different model types and their specific applications, enabling you to select the most suitable model for your project. The book delves deep into the revolutionary models of Openai, Google and Microsoft, unraveling their capabilities and showcasing real-world use cases. Gain insight into their remarkable abilities and witness practical applications in everyday life. Unlock the power of numerous AI models via Hugging Face – a renowned platform for AI innovation. Learn how to effortlessly integrate API connections and fine-tune essential parameters to maximize AI efficiency. Craft effective prompts to elicit superior results from AI models by perfecting both user inputs and system prompts. Delve into the novel approach of leveraging external sources to enhance AI predictions. Uncover the mystery behind Agents and master their application for optimal AI performance. The book is designed for both non-developers and developers, offering valuable insights and resources for AI projects. It serves as a comprehensive guide for beginners who want to grasp the fundamentals, as well as for seasoned professionals in search of advanced strategies, providing a rich source of knowledge and hands-on advice in the intriguing domain of Artificial Intelligence. This is the second edition of this essential AI guidebook! We've given it a fresh update to align with today's cutting-edge advancements in artificial intelligence (AI). It includes detailed explanations on the latest AI models and sophisticated techniques that will empower you to harness AI effectively.

Building Intelligent Applications With Generative Ai

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Author : Yattish Ramhorry
language : en
Publisher: BPB Publications
Release Date : 2024-08-22

Building Intelligent Applications With Generative Ai written by Yattish Ramhorry and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-22 with Computers categories.

DESCRIPTION Building Intelligent Applications with Generative AI is a comprehensive guide that unlocks the power of generative AI for building cutting-edge applications. This book covers a wide range of use cases and practical examples, from text generation and conversational agents to creative media generation and code completion. These examples are designed to help you capitalize on the potential of generative AI in your applications. Through clear explanations, step-by-step tutorials, and real-world case studies, you will learn how to prepare data and train generative AI models. You will also explore different generative AI techniques, including large language models like GPT-4, ChatGPT, Llama 2, and Google’s Gemini, to understand how they can be applied in various domains, such as content generation, virtual assistants, and code generation. With a focus on practical implementation, this book also examines ethical considerations, best practices, and future trends in generative AI. Further, this book concludes by exploring ethical considerations and best practices for building responsible GAI applications, ensuring you are harnessing this technology for good. By the end of this book, you will be well-equipped to leverage the power of GAI to build intelligent applications and unleash your creativity in innovative ways. KEY FEATURES ● Learn the fundamentals of generative AI and the practical usage of prompt engineering. ● Gain hands-on experience in building generative AI applications. ● Learn to use tools like LangChain, LangSmith, and FlowiseAI to create intelligent applications and AI chatbots. WHAT YOU WILL LEARN ● Understand generative AI (GAI) and large language models (LLMs). ● Explore real-world GAI applications across industries. ● Build intelligent applications with the ChatGPT API. ● Explore retrieval augmented generation with LangChain and Gemini Pro. ● Create chatbots with LangChain and Streamlit for data retrieval. WHO THIS BOOK IS FOR This book is for developers, data scientists, AI practitioners, and tech enthusiasts who are interested in leveraging generative AI techniques to build intelligent applications across various domains. TABLE OF CONTENTS 1. Exploring the World of Generative AI 2. Use Cases for Generative AI Applications 3. Mastering the Art of Prompt Engineering 4. Integrating Generative AI Models into Applications 5. Emerging Trends and the Future of Generative AI 6. Building Intelligent Applications with the ChatGPT API 7. Retrieval Augmented Generation with Gemini Pro 8. Generative AI Applications with Gradio 9. Visualize your Data with LangChain and Streamlit 10. Building LLM Applications with Llama 2 11. Building an AI Document Chatbot with Flowise AI 12. Best Practices for Building Applications with Generative AI 13. Ethical Considerations of Generative AI

Large Language Models

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Author : Oswald Campesato
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-10-02

Large Language Models written by Oswald Campesato and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-02 with Computers categories.

This book begins with an overview of the Generative AI landscape, distinguishing it from conversational AI and shedding light on the roles of key players like DeepMind and OpenAI. It then reviews the intricacies of ChatGPT, GPT-4, and Gemini, examining their capabilities, strengths, and competitors. Readers will also gain insights into the BERT family of LLMs, including ALBERT, DistilBERT, and XLNet, and how these models have revolutionized natural language processing. Further, the book covers prompt engineering techniques, essential for optimizing the outputs of AI models, and addresses the challenges of working with LLMs, including the phenomenon of hallucinations and the nuances of fine-tuning these advanced models. Designed for software developers, AI researchers, and technology enthusiasts with a foundational understanding of AI, this book offers both theoretical insights and practical code examples in Python. Companion files with code, figures, and datasets are available for downloading from the publisher.

Machine Learning For Tabular Data

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Author : Mark Ryan
language : en
Publisher: Simon and Schuster
Release Date : 2025-03-25

Machine Learning For Tabular Data written by Mark Ryan and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-25 with Computers categories.

"Machine Learning for Tabular Data teaches you to train insightful machine learning models on common tabular business data sources such as spreadsheets, databases, and logs. You ll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline."

Data Analytics With Generative Ai

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Author :
language : en
Publisher:
Release Date :

Data Analytics With Generative Ai written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.

Ai Chatgpt Deepseek Gemini Perplexity Copilot Claude Notebooklm Coze Felo Dzine Elevenlabs Suno Stable Audio Runway Sora Gamma Ai Agent

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Author : 洪錦魁
language : zh-CN
Publisher: 深智數位股份有限公司
Release Date : 2025-05-09

Ai Chatgpt Deepseek Gemini Perplexity Copilot Claude Notebooklm Coze Felo Dzine Elevenlabs Suno Stable Audio Runway Sora Gamma Ai Agent written by 洪錦魁 and has been published by 深智數位股份有限公司 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-09 with Mathematics categories.

https://youtu.be/xAUUnOvuj5g 無料AI ChatGPT + DeepSeek + Gemini + Perplexity + Copilot Claude + NotebookLM + Coze + Felo + Dzine ElevenLabs + Suno + Stable Audio + Runway + Sora + Gamma 文字、筆記、搜尋、繪圖、動漫、視覺、語音、音效、音樂、影片、簡報 AI Agent – 創意無限 本書內容如下 【免費】 × 【強大】 × 【即學即用】 【17套免費AI工具】 x 【21個主題的全方位應用指南】 這不是一本教你「什麼是 AI」的書，而是一本帶你「怎麼用 AI 改變自己」的行動手冊！ ◎本書不談艱深技術，強調實用操作與應用創造，讓你無痛上手、即學即用！ ◎不論你是學生、老師、上班族還是創作者，都能在這本書中找到最適合你的 AI 助手與創作流程。 全書內容特色總覽： ★ 無料ChatGPT徹底應用 ◎ AI生活顧問 ◎ 高效AI辦公室 ◎ 簡報創作 ◎ 出題、摘要、報告、專題撰寫等教育應用 ◎ 公告、面試、行銷、腳本設計等企業應用 ◎ 短、中或長篇小說 ◎ 詩詞創作 ◎ 學習多國語言、英語翻譯機與英語學習機 ◎ 提升Excel工作效率 ◎ 輔助程式設計 ◎ AI 推理 ◎ 畫布(Canvas)環境 ★ AI 搜尋與知識聊天 - Perplexity ◎ AI 搜尋 ◎ AI 知識聊天 ★ AI最強競爭者 - Claude ◎ 安全理念 ◎ 寫作和分析、問答、數學、編碼、翻譯、摘要 ◎ 讀取與摘要PDF文件 ◎ AI視覺智慧 ◎ 同時讀取與比較多個檔案內容 ◎ 資料分析，例如：分析機器學習資料 ★ 整合Google資源的AI模型 - Google Gemini ◎ 語音輸入與輸出 ◎ 表格式報告與Google雲端試算表 ◎ Google雲端文件整合Gemini回應輸出 ◎ AI生圖與視覺 ◎ Gemini與Gmail整合 ◎ Deep Research ◎ Canvas ★ 最全方位的AI模型 - Copilot ◎ Copilot多模態聊天 ◎ Copilot繪圖與視覺 ◎ 深入思考（Think Deeper） ◎ Office使用Copilot ◎ 手機應用 - Bing App ★ AI 新亮點 - DeepSeek ◎ 中文AI 引擎的新星 ★ AI Agent的知識與簡報生成 - Felo ◎ AI 簡報 ◎ 心智圖 ◎ YouTube影片摘要 ★ AI筆記助理 - NotebookLM ◎ 筆記助理 ◎ 語音摘要 ◎ 心智圖 ★ AI音效與語音 - ElevenLabs ◎ 語音與音效生成 ◎ 文字轉語音 ★ AI音樂創作 - Stable Audio ◎ 音樂製作 ★ AI音樂與歌曲創作 - Suno ◎ 文字情境生成中文歌曲 ◎ AI歌曲編輯 ★ AI視覺創作與變臉 - Dzine ◎ 圖像風格轉變 ◎ 圖像角色一致 ◎ 變臉 ◎ 背景移除 ★ AI影片創作 - Runway ◎ 唇形同步影片 ◎ 圖片生成影片 ◎ 文字 + 圖片生成影片 ★ 文字驅動精準影片創作 - Sora ◎ 文字生成影片 ★ 最專業的AI簡報 - Gamma ◎ 主題、網頁生成簡報 ◎ 簡報匯出與分享 ★ 新一代聊天機器人平台 - Coze ◎ 串接ChatGPT ◎ 實作AI Agent機器人 ★ Memo AI (電子書) ◎ 讓影片說中文