Construindo Chatbots Com Gpt Programado Em Python
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Construindo Chatbots Com Gpt Programado Em Python
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Author : Vitor Amadeu Souza
language : pt-BR
Publisher: Clube de Autores
Release Date : 2025-06-29
Construindo Chatbots Com Gpt Programado Em Python written by Vitor Amadeu Souza and has been published by Clube de Autores this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-29 with Computers categories.
Este projeto apresenta uma introdução prática à construção de chatbots inteligentes utilizando a API do OpenRouter com o modelo GPT, programado em Python. A proposta é demonstrar, de forma simples e objetiva, como criar um assistente virtual capaz de compreender e responder a comandos do usuário em tempo real. O código utiliza bibliotecas padrão do Python e faz requisições HTTP para enviar mensagens a um modelo de linguagem avançado, que processa e devolve respostas de forma natural e contextualizada. A aplicação é ideal tanto para iniciantes quanto para desenvolvedores que desejam explorar o uso da inteligência artificial em interfaces conversacionais. Ao executar o script, o usuário interage com a IA diretamente pelo terminal, podendo fazer perguntas e obter respostas de maneira contínua até decidir encerrar a conversa. Esse exemplo serve como ponto de partida para projetos mais complexos e personalizados, integrando recursos de linguagem natural com aplicações reais em Python.
S Ntese De Texto E Udio Com Gpt 2 Programado Em Python
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Author : Vitor Amadeu Souza
language : pt-BR
Publisher: Clube de Autores
Release Date : 2025-05-25
S Ntese De Texto E Udio Com Gpt 2 Programado Em Python written by Vitor Amadeu Souza and has been published by Clube de Autores this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-25 with Computers categories.
Neste livro, o leitor aprenderá como unir a geração automática de texto e a conversão em áudio utilizando o modelo GPT-2 e a biblioteca gTTS, tudo programado em Python. A proposta é prática e objetiva: a partir de um simples prompt, o leitor verá como construir aplicações que sintetizam conteúdo textual e o transformam em fala, abrindo caminhos para projetos em acessibilidade, automação, chatbots, assistentes virtuais e muito mais. Voltado para iniciantes e entusiastas da inteligência artificial, o conteúdo explora conceitos essenciais de NLP (Processamento de Linguagem Natural), uso de modelos pré-treinados com a biblioteca Transformers da Hugging Face, além de integração com recursos de síntese de voz.
Construindo Chatbots Com Python
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Author : Sumit Raj
language : pt-BR
Publisher: Novatec Editora
Release Date : 2019-10-16
Construindo Chatbots Com Python written by Sumit Raj and has been published by Novatec Editora this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-16 with Computers categories.
Construa seu próprio chatbot usando Python e ferramentas open source. Este livro começa com uma introdução aos chatbots na qual você obterá informações vitais sobre sua arquitetura. Em seguida, começará imediatamente a usar o Natural Language Processing (NLP) com a ajuda do Natural Language Toolkit (NLTK) para construir uma plataforma de processamento de linguagem personalizada para seu chatbot. Com essa base inicial, examinará diferentes técnicas de Natural Language Processing para selecionar a que lhe for mais adequada. O próximo estágio é aprender a construir um chatbot usando a plataforma API.ai e definir suas intenções e entidades. No decorrer desse exemplo, você aprenderá a ativar a comunicação com o bot e também examinará os importantes tópicos de sua integração e implantação. O último capítulo de Construindo Chatbots com Python ensinará como construir, treinar e implantar o próprio chatbot. Usando bibliotecas open source e técnicas de machine learning, você aprenderá a prever condições para seu bot e a desenvolver um agente de conversação como uma aplicação web. Para concluir, implantará seu chatbot em seu próprio servidor com a AWS. Neste livro, você: • Conhecerá os aspectos básicos do Natural Language Processing usando Python • Coletará dados e os converterá em dados de treinamento para o chatbot • Construirá seu chatbot a partir do zero como um web app • Integrará seus chatbots ao Facebook, Slack e Telegram • Implantará os chatbots em seu próprio servidor.
Building Chatbots With Python
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Author : Sumit Raj
language : en
Publisher: Apress
Release Date : 2018-12-12
Building Chatbots With Python written by Sumit Raj and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-12 with Computers categories.
Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital information on their architecture. You will then dive straight into natural language processing with the natural language toolkit (NLTK) for building a custom language processing platform for your chatbot. With this foundation, you will take a look at different natural language processing techniques so that you can choose the right one for you. The next stage is to learn to build a chatbot using the API.ai platform and define its intents and entities. During this example, you will learn to enable communication with your bot and also take a look at key points of its integration and deployment. The final chapter of Building Chatbots with Python teaches you how to build, train, and deploy your very own chatbot. Using open source libraries and machine learning techniques you will learnto predict conditions for your bot and develop a conversational agent as a web application. Finally you will deploy your chatbot on your own server with AWS. What You Will Learn Gain the basics of natural language processing using Python Collect data and train your data for the chatbot Build your chatbot from scratch as a web app Integrate your chatbots with Facebook, Slack, and Telegram Deploy chatbots on your own server Who This Book Is For Intermediate Python developers who have no idea about chatbots. Developers with basic Python programming knowledge can also take advantage of the book.
Beginning Chatgpt For Python
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Author : Lydia Evelyn
language : en
Publisher: Springer Nature
Release Date : 2024-11-22
Beginning Chatgpt For Python written by Lydia Evelyn and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-22 with Computers categories.
Unlock the future of software development and empower yourself to elevate your Python applications by harnessing the power of AI as this field continues to grow and evolve. Perfect for beginner to intermediate Python programmers, this book breaks down the essentials of using ChatGPT and OpenAI APIs. You'll start with the basics, learning to authenticate, send prompts, generate responses, test in the Playground, and handle errors with ease. Each chapter includes hands-on exercises that bring concepts to life, demonstrating different API functionalities and practical applications. You'll master models like GPT-4o, GPT-4, GPT-3.5, Whisper, and DALL-E, enabling you to enhance your applications with cutting-edge AI. Discover how generative AI tools like ChatGPT can automate tedious tasks rather than replace jobs. Leverage ChatGPT’s powerful Natural Language Processing (NLP) capabilities to handle various formats of unstructured text within your Python apps. Quickly see how easy it is to use ChatGPT as your AI-pair programmer, boosting your productivity and speed. This step-by-step guide will have you creating intelligent chatbots that can automatically process messages from Slack or Discord. With Beginning ChatGPT for Python, you'll master the ChatGPT and OpenAI APIs, building intelligent applications that offer a personalized and engaging user experience. What You’ll Learn Connect with the ChatGPT and OpenAI APIs and send effective prompts. Harness parameters like temperature and top_p to create unique and engaging responses from ChatGPT. Create an intelligent assistant bot for Slack that automates tasks and enhances productivity. Develop a bot that can moderate conversations and manage communities on Discord. Add context to your prompts to get more accurate and relevant responses. Who This Book Is For Python developers and enthusiasts who aspire to employ OpenAI and ChatGPT in the creation of intelligent applications to enhance productivity.
Developing Apps With Gpt 4 And Chatgpt
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Author : Olivier Caelen
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-07-10
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 2024-07-10 with Computers categories.
This book provides an ideal 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 GPT-3.5 models and explain how they work. You'll also get a step-by-step guide for developing applications using the OpenAI Python library, including text generation, Q&A, and smart assistants. 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: Fundamentals and benefits of GPT-4 and GPT-3.5 models, including the main features and how they work How to integrate these models into Python-based applications, leveraging natural language processing capabilities and overcoming specific LLM-related challenges Examples of applications demonstrating the OpenAI API in Python for tasks including text generation, question answering, content summarization, classification, and more Advanced LLM topics such as prompt engineering, fine-tuning models for specific tasks, RAG, plug-ins, LangChain, LlamaIndex, GPTs, and assistants Olivier Caelen is a machine learning researcher at Worldline and teaches machine learning courses at the University of Brussels. Marie-Alice Blete, a software architect and data engineer in Worldline's R&D department, is interested in performance and latency issues associated with AI solutions.
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
Artificial Intelligence And Chatbots 101
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Author : Johnson Peterson
language : en
Publisher: Independently Published
Release Date : 2024-02-16
Artificial Intelligence And Chatbots 101 written by Johnson Peterson and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-16 with Computers categories.
Chatbots are taking the world by storm. Powered by artificial intelligence, chatbots are going mainstream - transforming how businesses interact with customers and how we engage with devices and services. In this definitive guide, you'll learn to create your own chatbots using Python and leading machine learning techniques like deep learning. Ideal for first-time chatbot developers, this hands-on book covers the key capabilities needed to build conversant chatbots. Clear explanations and downloadable code help you gain practical mastery as you progress through chatbot architecture, natural language processing, machine learning models, deep learning neural networks, testing, deployment and more. Key capabilities you will learn: ✅ Building rule-based and self-learning chatbots ✅ Processing natural languages with Python ✅ Training machine learning models for language understanding ✅ Creating deep learning chatbots with TensorFlow ✅ Embedding your bots in websites, apps and smart devices ✅ Getting accurate responses with NLP and ML ✅ Continuously improving your bots through analytics If you're looking for an up-to-date guide to create capable, intelligent bots using the latest techniques, this is the book you need. Perfect for Python developers with interest in AI, machine learning engineers, data scientists, hobbyists and anyone fascinated by the potentials of conversational interfaces powered by language intelligence. The future is talking - learn to build these crucial AI assistants with Python now!
Chatgpt Automation With Python
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Author : Vance Pike
language : en
Publisher: Oladosun Mopelola Opeyemi
Release Date : 2025-07-20
Chatgpt Automation With Python written by Vance Pike and has been published by Oladosun Mopelola Opeyemi this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-20 with Computers categories.
Discover how to combine the power of Python and ChatGPT to streamline tasks, boost productivity, and save valuable time—even if you're not an expert. This concise, hands-on guide helps you set up the OpenAI API and start automating practical, real-life workflows with working Python scripts. From content generation to document summarization, you'll learn how to write code that actually does something useful. Inside, you’ll learn how to: l Write automatic replies for emails and messages l Summarize long PDFs and text documents with just a few lines of code l Dynamically generate content like blog posts or captions l Create a reusable script template to automate new tasks quickly l Handle API errors and troubleshoot basic issues Whether you’re a beginner with basic Python skills or a freelancer looking to work smarter, this book shows you how to get results—fast. Perfect for: Python learners ready to try something useful Developers curious about AI integration Busy creators and freelancers looking to save time Skip the fluff. Learn by doing. In less than 90 minutes, you’ll be automating tasks using real, usable Python code.
Gpt 4 For Developers
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Author : Oswald Campesato
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2023-12-15
Gpt 4 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 2023-12-15 with Computers categories.
Extensive Python 3.x code samples generated using ChatGPT and GPT-4, covering diverse programming tasks and challenges. Comprehensive exploration of data visualization techniques using popular Python libraries such as Matplotlib and Seaborn. This resource is designed to bridge the gap between theoretical understanding and practical application, making it a useful tool for software developers, data scientists, AI researchers, and tech enthusiasts interested in harnessing the power of GPT-4 in Python environments. The book contains an assortment of Python 3.x code samples that were generated by ChatGPT and GPT-4. Chapter 1 provides an overview of ChatGPT and GPT-4, followed by a chapter which contains Python 3.x code samples for solving various programming tasks in Python. Chapter 3 contains code samples for data visualization, and Chapter 4 contains code samples for linear regression. The final chapter covers visualization with Gen AI (Generative AI) and DALL-E. Companion files with source code and figures are available for downloading.