Author: Aymen El Amri Publisher: Independently Published ISBN: Category : Computers Languages : en Pages : 0
Book Description
The knowledge you'll acquire from this guide will be applicable to the current families of GPT models (GPT-3, GPT-3.5, GPT-4, etc.) and will likely also be relevant to GPT-5, should it ever be released. OpenAI provides APIs (Application Programming Interfaces) to access their AI. The goal of an API is to abstract the underlying models by creating a universal interface for all versions, allowing users to use GPT regardless of its version. This guide aims to provide a comprehensive, step-by-step tutorial on how to utilize GPT-3.5 and GPT-4 in your projects via this API. It also covers other models, such as Whisper and Text-to-Speech. If you're developing a chatbot, an AI assistant, or a web application that utilizes AI-generated data, this guide will assist you in achieving your objectives. If you have a basic understanding of the Python programming language and are willing to learn a few additional techniques, such as using Pandas Dataframes and some NLP methods, you possess all the necessary tools to start building intelligent systems with OpenAI tools. Rest assured, you don't need to be a data scientist, machine learning engineer, or AI expert to comprehend and implement the concepts, techniques, and tutorials presented in this guide. The explanations provided are straightforward and easy to understand, featuring simple Python code, examples, and hands-on exercises. This guide emphasizes practical, hands-on learning and is designed to assist readers in building real-world applications. It is example-driven and provides numerous practical examples to help readers understand the concepts and apply them to real-life scenarios to solve real-world problems. By the end of your learning journey, you will have developed applications such as: Fine-tuned, domain-specific chatbots. An intelligent conversational system with memory and context. A semantic modern search engine using RAG and other techniques. An intelligent coffee recommendation system based on your taste. A chatbot assistant to assist with Linux commands A fine-tuned news category prediction system. An AI-to-AI autonomous discussion system to simulate human-like conversations or solve problems An AI-based mental health coach trained on a large dataset of mental health conversations and more! By reading this guide and following the examples, you will be able to: Understand the different models available, and how and when to use each one. Generate human-like text for various purposes, such as answering questions, creating content, and other creative uses. Control the creativity of GPT models and adopt the best practices to generate high-quality text. Transform and edit the text to perform translation, formatting, and other useful tasks. Optimize the performance of GPT models using various parameters and options such as max_tokens, temperature, top_p, n, stream, logprobs, stop, presence_penalty, frequency_penalty, best_of, and others. Stem, lemmatize and reduce your costs when using the API. Understand Context Stuffing, chaining, and practice prompt engineering. Implement a chatbot with memory and context. Create prediction algorithms and zero-shot techniques and evaluate their accuracy. Understand, practice, and improve few-shot learning. Understand fine-tuning and leverage its power to create your own fine-tuned models. Understand and use fine-tuning best practices Practice training and classification techniques using GPT. Understand embedding and how companies such as Tesla and Notion are using it. Understand and implement semantic search, RAG, and other advanced tools and concepts. Integrate a Vector Database (e.g.: Weaviate) with your intelligent systems.
Author: Aymen El Amri Publisher: Packt Publishing Ltd ISBN: 1836202407 Category : Technology & Engineering Languages : en Pages : 334
Book Description
"OpenAI GPT for Python Developers" is your comprehensive guide to mastering the integration of OpenAI's GPT models into your Python projects, enhancing applications with various AI capabilities from chat completions to AI avatars. Key Features Strategies for optimizing and personalizing GPT models for specific applications. Insights into integrating additional OpenAI technologies like Whisper and Weaviate. Strong emphasis on responsible AI development and deployment. Book Description“OpenAI GPT for Python Developers” is meticulously crafted to provide Python developers with a deep dive into the mechanics and applications of GPT technology, beginning with a captivating narrative on the evolution of OpenAI and the fundamental workings of GPT models. As readers progress, they will be expertly guided through the essential steps of setting up a development environment tailored for AI innovations, coupled with insightful advice on selecting the most appropriate GPT model to suit specific project needs. The guide progresses into practical tutorials that cover the implementation of chat completions and the art of prompt engineering, providing a solid foundation in harnessing the capabilities of GPT for generating human-like text responses. Practical applications are further expanded with discussions on the creation of autonomous AI-to-AI dialogues, the development of AI avatars, and the strategic use of AI in interactive applications. In addition to technical skills, this book addresses the ethical implications and prospects of AI technologies, encouraging a holistic view of AI development. The guide is enriched with detailed examples, step-by-step tutorials, and comprehensive explanations that illuminate the theoretical aspects and emphasize practical implementation.What you will learn Set up the development environment for OpenAI GPT. Understand and choose the right GPT model for your needs. Implement advanced prompt engineering techniques. Explore embedding and advanced embedding examples. Utilize OpenAI's Whisper for speech recognition and translation. Integrate OpenAI TTS models for text-to-speech applications. Who this book is for This book is designed for readers at an intermediate to advanced level who have a basic understanding of machine learning concepts and are eager to expand their expertise in AI with a focus on OpenAI's technologies. Ideal for those involved in AI-driven projects, the book assumes familiarity with Python programming and a fundamental grasp of AI principles. It’s especially beneficial for developers aiming to integrate GPT models into applications, AI researchers, and technical professionals involved in AI product development.
Author: Steven F. Lott Publisher: Packt Publishing Ltd ISBN: 1783280980 Category : Computers Languages : en Pages : 962
Book Description
This book follows a standard tutorial approach with approximately 750 code samples spread through the 19 chapters. This amounts to over 5,900 lines of code that illustrate each concept. This book is aimed at programmers who have already learned the basics of object-oriented Python and need to write more sophisticated, flexible code that integrates seamlessly with the rest of Python. This book assumes a computer science background, with experience of common Python design patterns.
Author: M. T. Coffin Publisher: HarperCollins ISBN: 9780380783120 Category : Juvenile Fiction Languages : en Pages : 140
Book Description
When her computer is infected by Zippy the virus, who promptly takes over her entire house, young Jenny is shocked when the unplugged Zippy survives and demands that she become his round-the-clock companion. Original.
Author: RealTough Candy Publisher: RealToughMedia ISBN: 1672340268 Category : Computers Languages : en Pages : 38
Book Description
Inspiring, personal and full of all-too-relatable stories from life in modern America, Real Tough Software is an unforgettable memoir from a woman who didn’t take no for an answer. In a life filled with dead-end jobs and a quest for meaning, RealToughCandy has emerged as a survivor taking full advantage of everything the developer lifestyle has to offer - but not without sacrifice. As an educator, creator and business owner she created a multimedia empire dedicated to up-and-coming developers while establishing herself as tireless advocate for newcomers to the field. RTC invites you into her world, chronicling events from sleepless nights learning RESTful APIs and JavaScript type conversion to her time spent in a senior position at a dysfunctional enterprise software company. She details her wins and losses, telling her story in a way that takes you right to the scene. Real Tough Software is a brutally honest look back at one person’s incredible journey to a career in software, sharing the fight, the heart, and the relentless hustle that resulted in not only a new career, but a new chance at freedom.
Author: Edward Moemeka Publisher: Apress ISBN: 143025081X Category : Computers Languages : en Pages : 281
Book Description
Real World Windows 8 App Development with JavaScript offers you practical advice and hard-earned insights that will help you create and publish apps to a worldwide market. Led by authors with deep Windows 8 app development experience, you’ll learn how to make the most of Microsoft’s APIs for hooking into Windows 8 on all devices, including the core ideas of promises and the asynchronous programming model. You’ll also discover such important tips as how to Adhere to Windows 8 guidelines for successful app acceptance Extend the appeal of your app with media, contracts, charms, and user notifications Capture and work with media, including the ability to play video wirelessly to a television Manage background processing and file transfers Gain visibility for your app and add monetization options Get the lowdown from authors with experience from the front lines of Windows 8 app development. Theory is all well and good, but when it comes down to it, you can’t beat practical advice from people who’ve been there and done it! You’ll come away from this book with all the tools, ideas, and inspiration you need to create successful Windows 8 JavaScript apps. Development with JavaScript features real-world examples that emphasize the use of JavaScript and HTML 5 and that also adhere to the stylistic guidelines Microsoft has put in place to maintain a consistent look and feel for all applications on this platform.
Author: Steve Lydford Publisher: Apress ISBN: 9781430240204 Category : Computers Languages : en Pages : 504
Book Description
WebMatrix is the latest addition to the hugely popular Microsoft ASP.NET web platform. This exciting new technology aims to simplify the process of developing websites by combining the new and powerful Razor syntax with a fully extensible set of data and HTML helpers for performing common web tasks. The WebMatrix installation includes all the tools the developer requires to quickly create fully-functional, data-driven, dynamic sites using ASP.NET web pages. The lightweight custom development tool works alongside SQL Server Compact Edition and Internet Information Services (IIS) Express to provide a seamless and easy-to-use environment which enables the web developer to concentrate on the rapid development of feature-rich websites, without the need to learn the complex concepts and highly structured programming models which many other frameworks require.
Author: Manijeh Razeghi Publisher: CRC Press ISBN: 9780750303095 Category : Science Languages : en Pages : 466
Book Description
The MOCVD Challenge: Volume 2, A Survey of GaInAsP-GaAs for Photonic and Electronic Device Applications focuses on GaAs systems and devices grown by MOCVD, specifically MOCVD growth of GaAs and related alloys and GaInP for photonic and electronic applications. Along with Volume 1, this book provides a personal account of the author's own pioneering research, an authoritative overview of the development of the MOCVD technique, and the technique's impact on the development of new materials, devices, and their applications. Coverage begins with an introduction to III-V compounds and devices and growth techniques for multilayers and heterostructures. The book then details how an MOCVD system works and how design affects material growth and sourcing of precursor materials. It also examines ^Iin- and ^Iex-situ growth techniques, with the differential reflectivity treatment applied to lattice matched and mis-matched conditions. The author gives an in-depth treatment of the GaInPGaAs system, including optical investigations of quantum wells and superlattices. The book concludes with an up-to-date discussion of the current use, novel developments, and future potential for optical devices, GaAs-based lasers and heterojunctions, and optoelectronic integrated circuits. The MOCVD Challenge is an invaluable introduction and guide for researchers in materials science, applied physics, and electrical engineering, who study the properties and applications of compound (III-V) semiconductor materials. Professor Manijeh Razeghi is director of the Center for Quantum Devices at Northwestern University and leads an internationally renowned research team exploring the use of the MOCVD growth technique. Formerly head of research at Thomson-CSF in France, she was awarded the IBM Europe Science and Technology Prize for her early research into MOCVD.
Author: Steve Tingiris Publisher: Packt Publishing Ltd ISBN: 1800565496 Category : Computers Languages : en Pages : 296
Book Description
Get started with GPT-3 and the OpenAI API for natural language processing using JavaScript and Python Key FeaturesUnderstand the power of potential GPT-3 language models and the risks involvedExplore core GPT-3 use cases such as text generation, classification, and semantic search using engaging examplesPlan and prepare a GPT-3 application for the OpenAI review process required for publishing a live applicationBook Description Generative Pre-trained Transformer 3 (GPT-3) is a highly advanced language model from OpenAI that can generate written text that is virtually indistinguishable from text written by humans. Whether you have a technical or non-technical background, this book will help you understand and start working with GPT-3 and the OpenAI API. If you want to get hands-on with leveraging artificial intelligence for natural language processing (NLP) tasks, this easy-to-follow book will help you get started. Beginning with a high-level introduction to NLP and GPT-3, the book takes you through practical examples that show how to leverage the OpenAI API and GPT-3 for text generation, classification, and semantic search. You'll explore the capabilities of the OpenAI API and GPT-3 and find out which NLP use cases GPT-3 is best suited for. You'll also learn how to use the API and optimize requests for the best possible results. With examples focusing on the OpenAI Playground and easy-to-follow JavaScript and Python code samples, the book illustrates the possible applications of GPT-3 in production. By the end of this book, you'll understand the best use cases for GPT-3 and how to integrate the OpenAI API in your applications for a wide array of NLP tasks. What you will learnUnderstand what GPT-3 is and how it can be used for various NLP tasksGet a high-level introduction to GPT-3 and the OpenAI APIImplement JavaScript and Python code examples that call the OpenAI APIStructure GPT-3 prompts and options to get the best possible resultsSelect the right GPT-3 engine or model to optimize for speed and cost-efficiencyFind out which use cases would not be suitable for GPT-3Create a GPT-3-powered knowledge base application that follows OpenAI guidelinesWho this book is for Exploring GPT-3 is for anyone interested in natural language processing or learning GPT-3 with or without a technical background. Developers, product managers, entrepreneurs, and hobbyists looking to get to grips with NLP, AI, and GPT-3 will find this book useful. Basic computer skills are all you need to get the most out of this book.
Author: Aymen El Amri
Author: Aymen El Amri
Author: Steven F. Lott
Author: M. T. Coffin
Author: RealTough Candy
Author: Edward Moemeka
Author: Steve Lydford
Author: Manijeh Razeghi
Author: Steve Tingiris
Author: Dusty Phillips