Construindo Chatbots Com Python
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Building Chatbots with Python
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.
Construindo Chatbots com Python
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
Author: Thompson Carter
language: en
Publisher: Independently Published
Release Date: 2025-01-09
Building Chatbots with Python: Create Smart and Interactive Bots with Natural Language Processing Step into the future of communication with Building Chatbots with Python! This hands-on guide empowers developers, AI enthusiasts, and tech innovators to create intelligent and interactive chatbots that redefine user engagement. With a focus on leveraging Python and Natural Language Processing (NLP), this book takes you from the basics of chatbot development to building advanced conversational agents. Whether you're creating a virtual assistant, a customer support bot, or a unique chatbot for your own projects, this guide provides all the tools you need to succeed. What You'll Learn: The fundamentals of chatbot architecture and design. How to implement NLP techniques for understanding and generating human-like responses. Step-by-step tutorials using libraries like NLTK, spaCy, and TensorFlow. Integrating chatbots with messaging platforms like Slack, Telegram, and WhatsApp. Techniques for training chatbots with machine learning to improve their performance. Real-world use cases and best practices for building bots that users love. Packed with practical examples, Python code snippets, and project ideas, this book is perfect for developers of all levels. Transform the way people interact with technology and unlock the full potential of chatbot development. Empower your applications with intelligence and engage users like never before. Building Chatbots with Python is your gateway to creating smart, intuitive, and powerful bots.