{"product_id":"openai-gpt-for-python-developers-2nd-edition-the-art-and-science-of-building-ai-powered-apps-with-gpt-4-whisper-weaviate-and-beyond-9798879612257","title":"OpenAI GPT For Python Developers - 2nd Edition: The art and science of building AI-powered apps with GPT-4, Whisper, Weaviate, and beyond","description":"\u003cb\u003eA Most Excellent Book Thomas Taylor\u003c\/b\u003e\u003cp\u003e\u003cbr\u003eThe knowledge you'll acquire from this guide will be applicable to the current families of GPT models and will likely also be relevant to GPT-5, should it ever be released. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eOpenAI 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. \u003cp\u003e\u003c\/p\u003eThis 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. \u003cp\u003e\u003c\/p\u003eIf 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. \u003cp\u003e\u003c\/p\u003eIf 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. \u003cp\u003e\u003c\/p\u003eRest assured, \u003cb\u003eyou don't need to be a data scientist, machine learning engineer, or AI expert\u003c\/b\u003e 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. \u003cp\u003e\u003c\/p\u003eThis 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. \u003cp\u003e\u003c\/p\u003eBy the end of your learning journey, you will have developed applications such as: \u003cul\u003e\n\u003cli\u003eFine-tuned, domain-specific chatbots.\u003c\/li\u003e\n\u003cli\u003eAn intelligent conversational system with memory and context.\u003c\/li\u003e\n\u003cli\u003eA semantic modern search engine using RAG and other techniques.\u003c\/li\u003e\n\u003cli\u003eAn intelligent coffee recommendation system based on your taste.\u003c\/li\u003e\n\u003cli\u003eA chatbot assistant to assist with Linux commands\u003c\/li\u003e\n\u003cli\u003eA fine-tuned news category prediction system.\u003c\/li\u003e\n\u003cli\u003eAn AI-to-AI autonomous discussion system to simulate human-like conversations or solve problems\u003c\/li\u003e\n\u003cli\u003eAn AI-based mental health coach trained on a large dataset of mental health conversations\u003c\/li\u003e\n\u003cli\u003eand more!\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBy reading this guide and following the examples, you will be able to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the different models available, and how and when to use each one.\u003c\/li\u003e\n\u003cli\u003eGenerate human-like text for various purposes, such as answering questions, creating content, and other creative uses.\u003c\/li\u003e\n\u003cli\u003eControl the creativity of GPT models and adopt the best practices to generate high-quality text.\u003c\/li\u003e\n\u003cli\u003eTransform and edit the text to perform translation, formatting, and other useful tasks.\u003c\/li\u003e\n\u003cli\u003eOptimize 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.\u003c\/li\u003e\n\u003cli\u003eStem, lemmatize, and reduce your costs when using the API.\u003c\/li\u003e\n\u003cli\u003eUnderstand Context Stuffing, chaining, and practice prompt engineering.\u003c\/li\u003e\n\u003cli\u003eImplement a chatbot with memory and context.\u003c\/li\u003e\n\u003cli\u003eCreate prediction algorithms and zero-shot techniques and evaluate their accuracy.\u003c\/li\u003e\n\u003cli\u003eUnderstand, practice, and improve few-shot learning.\u003c\/li\u003e\n\u003cli\u003eUnderstand fine-tuning and leverage its power to create your own fine-tuned models.\u003c\/li\u003e\n\u003cli\u003eImplement fine-tuning best practices\u003c\/li\u003e\n\u003cli\u003ePractice training and classification techniques using GPT.\u003c\/li\u003e\n\u003cli\u003eUnderstand embedding and how companies such as Tesla and Notion are using it.\u003c\/li\u003e\n\u003cli\u003eUnderstand and implement semantic search, RAG, and other advanced tools\/concepts.\u003c\/li\u003e\n\u003cli\u003eIntegrate a Vector Database (Weaviate) with your intelligent systems.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Aymen El Amri\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/14\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 326\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.43lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 8.00w x 0.68d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9798879612257\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":43875081257075,"sku":"9.79888E+12","price":48.09,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_4ad6b32e-eaf3-4be3-9e56-95a9e4a732e1.jpg?v=1758283608","url":"https:\/\/bookstorenmore.com\/products\/openai-gpt-for-python-developers-2nd-edition-the-art-and-science-of-building-ai-powered-apps-with-gpt-4-whisper-weaviate-and-beyond-9798879612257","provider":"Bookstore N More","version":"1.0","type":"link"}