Streamlit in Action: Build Python Web Apps with Streamlit - Aneev Kochakadan

Descriere

Build amazing web apps with Streamlit and Python! nThe Streamlit framework empowers Python developers to build web applications quickly without writing a single line of HTML, CSS, or JavaScript. Streamlit in Action lays out everything you need to quickly transform your app ideas into fully-fledged web applications using nothing but Python and your imagination. n nIn Streamlit in Action you'll learn how to: n n - Write web apps in pure Python n - Prototype ideas into proof-of-concept in minutes n - Build awesome front ends for AI apps and data visualizations n - Deploy Streamlit apps in a variety of environments n n There's no need to switch stacks just to add a web front-end to a Python application. This easy to use, lightweight toolkit is perfect for putting a friendly UI on an AI model or creating an interactive data dashboard. n n About the book n n Streamlit in Action teaches you how to build great web and front-ends using the Streamlit framework and Python. You'll start with the basics by creating a password validator and a simple to-do list app. Then, you'll progressively build your skills all the way to developing an executive dashboard, an AI chatbot, and an LLM-based searchable knowledge base. You'll love the crystal-clear explanations and the interesting hands-on projects as you develop your Streamlit skills step by step. n n About the reader n n For Python programmers. No web app or AI skills required. n n About the author n n Aneev Kochakadan is a software engineer with a diverse background, from designing online transactional services and developing data pipelines to business intelligence and data interpretation. Aneev has refined his expertise at industry leaders like Google and Stripen