Developing Apps With Gpt 4 And Chatgpt

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Developing Apps With Gpt 4 And Chatgpt

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Author : Olivier Caelen
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2023-08-29

Developing Apps With Gpt 4 And Chatgpt written by Olivier Caelen 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 2023-08-29 with Computers categories.

This minibook is a comprehensive guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and ChatGPT and explain how they work. You'll also get a step-by-step guide for developing applications using the GPT-4 and ChatGPT Python library, including text generation, Q&A, and content summarization tools. Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must. You'll learn: The fundamentals and benefits of ChatGPT and GPT-4 and how they work How to integrate these models into Python-based applications for NLP tasks How to develop applications using GPT-4 or ChatGPT APIs in Python for text generation, question answering, and content summarization, among other tasks Advanced GPT topics including prompt engineering, fine-tuning models for specific tasks, plug-ins, LangChain, and more

Developing Apps With Gpt 4 And Chatgpt Build Intelligent Chatbots Content Generators And More

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Author : Olivier Caelen
language : en
Publisher: O'Reilly Media
Release Date : 2024-01-30

Developing Apps With Gpt 4 And Chatgpt Build Intelligent Chatbots Content Generators And More written by Olivier Caelen and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-30 with Computers categories.

This mini-book is a comprehensive guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and ChatGPT and explain how they work. You'll also get a step-by-step guide for developing applications using the GPT-4 and ChatGPT Python library, including text generation, Q&A, and content summarization tools. Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must. You'll learn: The fundamentals and benefits of ChatGPT and GPT-4 and how they work How to integrate these models into Python-based applications for NLP tasks How to develop applications using GPT-4 or ChatGPT APIs in Python for text generation, question-and-answer, and content summarization, among other tasks Advanced GPT topics, including prompt engineering, fine-tuning models for specific tasks, plug-ins, and more

Openai Gpt For Python Developers 2nd Edition

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Author : Aymen El Amri
language : en
Publisher: Independently Published
Release Date : 2024-02-14

Openai Gpt For Python Developers 2nd Edition written by Aymen El Amri and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-14 with Computers categories.

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.

Openai Gpt For Python Developers

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Author : Aymen El Amri
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-05-21

Openai Gpt For Python Developers written by Aymen El Amri and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-21 with Technology & Engineering categories.

"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.

Building Ai Applications With Chatgpt Apis

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Author : Martin Yanev
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-09-21

Building Ai Applications With Chatgpt Apis written by Martin Yanev and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-21 with Computers categories.

Enhance your application development skills by building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and more in just one read! Key Features Become proficient in building AI applications with ChatGPT, DALL-E, and Whisper Understand how to select the optimal ChatGPT model and fine-tune it for your specific use case Monetize your applications by integrating the ChatGPT API with Stripe Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionCombining ChatGPT APIs with Python opens doors to building extraordinary AI applications. By leveraging these APIs, you can focus on the application logic and user experience, while ChatGPT’s robust NLP capabilities handle the intricacies of human-like text understanding and generation. This book is a guide for beginners to master the ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects. These projects offer practical experience in integrating ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt. Throughout this book, you’ll get to grips with performing NLP tasks, building a ChatGPT clone, and creating an AI-driven code bug fixing SaaS application. You’ll also cover speech recognition, text-to-speech functionalities, language translation, and generation of email replies and PowerPoint presentations. This book teaches you how to fine-tune ChatGPT and generate AI art using DALL-E APIs, and then offers insights into selling your apps by integrating ChatGPT API with Stripe. With practical examples available on GitHub, the book gradually progresses from easy to advanced topics, cultivating the expertise required to develop, deploy, and monetize your own groundbreaking applications by harnessing the full potential of ChatGPT APIs.What you will learn Develop a solid foundation in using the ChatGPT API for natural language processing tasks Build, deploy, and capitalize on a variety of desktop and SaaS AI applications Seamlessly integrate ChatGPT with established frameworks such as Flask, Django, and Microsoft Office APIs Channel your creativity by integrating DALL-E APIs to produce stunning AI-generated art within your desktop applications Experience the power of Whisper API's speech recognition and text-to-speech features Discover techniques to optimize ChatGPT models through the process of fine-tuning Who this book is for With best practices, tips, and tricks for building applications using the ChatGPT API, this book is for programmers, entrepreneurs, and software enthusiasts. Python developers interested in AI applications involving ChatGPT, software developers who want to integrate AI technology, and web developers looking to create AI-powered web applications with ChatGPT will also find this book useful. A fundamental understanding of Python programming and experience of working with APIs will help you make the most of this book.

Introduction To Chat Gpt Supercharge Your Productivity With Ai Create Apps Websites Google Chrome Extensions Much More

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Author : A. C. Hamilton
language : en
Publisher:
Release Date : 2022-12-24

Introduction To Chat Gpt Supercharge Your Productivity With Ai Create Apps Websites Google Chrome Extensions Much More written by A. C. Hamilton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-24 with categories.

Unlock The Power Of AI - Get A Front Row Seat To The AI Revolution With Chat GPT! Learn About The Awesome Abilities of Chat GPT And How I Wrote This Book In Just ONE DAY!Get ready to embark on a journey into the world of cutting-edge technology and artificial intelligence! Whether you're an author, content creator, or simply someone who is curious about AI, this book is for you.Discover the awe-inspiring abilities of Chat GPT - a game-changing technology in natural language processing. In this comprehensive guide, you'll learn everything you need to know about Chat GPT, including its inner workings, advanced capabilities, and practical applications. With the updated content, you'll also learn valuable insight into the additional capabilities of Chat GPT such as how to use it to create websites, software applications, Google Chrome extensions, and more.This book is packed with useful insights, real-life examples, and step-by-step instructions to help you understand and implement Chat GPT into your own projects. Whether you're looking to create captivating content, automate tedious writing tasks, or generate custom text for personal or professional use, this guide will provide you with the tools and knowledge you need.Learn:The fundamentals of natural language processing and deep learningHow Chat GPT is trained and how it can be fine-tunedHow to generate responses and interpret user input with Chat GPTTips for incorporating Chat GPT into your projects and unlocking its full potentialWho This Book is For:This book is for anyone and everyone who wants to be part of the AI revolution. Whether you're an author searching for creative inspiration, a social media influencer looking to optimize your content creation, or simply someone who wants to experience the power of AI, this guide has something for you. Say goodbye to writer's block and hello to endless possibilities with Chat GPT.

Chatgpt Riches

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Author : Zion Enoch
language : en
Publisher:
Release Date : 2024-04-09

Chatgpt Riches written by Zion Enoch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-09 with Business & Economics categories.

Are you ready to unlock the gateway to unprecedented success? Wondering how some white & black folks got so rich while you're still stuck in the rat race? Welcome to a world where AI-powered chatbots reign supreme and conversations become pathways to profitability. Dive deep into the inner workings of cutting-edge chatbot technology and uncover the secrets to crafting compelling and dynamic interactions. From engaging customers to streamlining business processes, discover how AI-driven chatbots can catapult your enterprise to new heights of success. Packed with actionable insights and battle-tested strategies, "ChatGPT Riches" empowers you to harness the full potential of AI for unparalleled growth and prosperity. And here's the kicker: You don't need to be a tech genius to benefit from ChatGPT Riches. With user-friendly tips and step-by-step instructions, even the most technologically challenged individuals can leverage the power of AI to elevate their businesses. But what exactly can AI-powered chatbots do for your business? Let's delve into the benefits: Enhanced Customer Engagement: AI chatbots enable personalized interactions with customers, leading to higher engagement and satisfaction levels. By understanding customer preferences and behaviors, businesses can tailor their offerings to meet individual needs, fostering long-term loyalty and trust. Streamlined Operations: ChatGPT for teachers and businesses alike streamlines operations by automating repetitive tasks such as customer inquiries, appointment scheduling, and order processing. This frees up valuable time and resources, allowing organizations to focus on strategic initiatives and innovation. Increased Sales and Revenue: By leveraging AI chatbots to provide real-time assistance and recommendations, businesses can drive conversions and increase sales. Whether it's guiding customers through the purchasing process or upselling complementary products, chatbots act as virtual sales assistants, driving revenue growth. Cost Savings: Implementing AI chatbots can significantly reduce operational costs associated with customer support, sales, and administrative tasks. With automated processes in place, businesses can operate more efficiently and allocate resources towards areas that drive the most value. Scalability: AI chatbots are highly scalable, capable of handling thousands of interactions simultaneously without compromising on quality. This scalability is essential for businesses experiencing rapid growth or seasonal fluctuations in demand, ensuring seamless customer experiences regardless of volume. Competitive Advantage: In today's competitive landscape, staying ahead of the curve is crucial for success. By embracing AI-powered chatbots early on, businesses can gain a competitive advantage by offering innovative and personalized experiences that set them apart from the competition. Whether you're a seasoned professional or a budding innovator, this definitive guide offers something for everyone. From developing apps with GPT-4 and ChatGPT to leveraging AI chatbots for teachers, automating business workflow, and the opportunities are limitless. Don't just dream of a brighter tomorrow-seize it with both hands. Your journey to professional triumph starts here. Experience the future of business communication. Experience ChatGPT Riches.

Prompt Engineering Using Chatgpt

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Author : Mehrzad Tabatabaian
language : en
Publisher:
Release Date : 2024-05-24

Prompt Engineering Using Chatgpt written by Mehrzad Tabatabaian and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-24 with Computers categories.

This book is designed for mastering the art and science of prompt engineering in the realm of artificial intelligence. It provides a thorough exploration of the fundamental principles, practical techniques, and real-world applications of prompt engineering, with a special focus on ChatGPT and its advanced iterations, including GPT-4 and GPT plug-ins. You will learn the essential role of prompts in interacting with ChatGPT, understand the anatomy of a well-constructed prompt, and explore different prompt styles. The book also shows how to set constraints and guidelines to steer AI responses towarddesired outcomes and ensure ethical and responsible interactions. Whether you're a novice of generative AI or seeking advanced insights, this book is your companion for mastering prompt engineering and building innovative GPT applications. FEATURES: Discusses the fundamental groundwork for understanding prompts, their role in guiding AI models, and their impact on the quality of generated responses Provides real-world applications demonstrating how prompt engineering is applied across various domains, from customer support and education to business and technical fields Includes a chapter on GPT-4 Plugins showing how to extend the capabilities of GPT-4 and create more versatile AI-powered applications Describes techniques for formulating clear and direct questions to obtain precise answers from AI models

Use Chatgpt To Generate Apps

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Author : J. Chris Anderson
language : en
Publisher:
Release Date : 2023

Use Chatgpt To Generate Apps written by J. Chris Anderson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Application software categories.

ChatGPT Shortcuts shows future prompt engineers how to harness the full potential of the state-of-the-art AI model through practical tips, real-world examples, and expert guidance. The shortcuts in this collection help users leverage ChatGPT and all of its latest features as a dynamic AI tool for writing, generating art, coding, and app development. For those looking to take their ChatGPT skills to the next level, these shortcuts teach the techniques and strategies of prompt engineering that have been fine-tuned by others and push this powerful AI model to produce the best results with the least amount of effort.

Designing Data Intensive Applications

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Author : Martin Kleppmann
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2017-03-16

Designing Data Intensive Applications written by Martin Kleppmann 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 2017-03-16 with Computers categories.

Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords? In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications. Peer under the hood of the systems you already use, and learn how to use and operate them more effectively Make informed decisions by identifying the strengths and weaknesses of different tools Navigate the trade-offs around consistency, scalability, fault tolerance, and complexity Understand the distributed systems research upon which modern databases are built Peek behind the scenes of major online services, and learn from their architectures