Project Introduction Surya is a document OCR toolkit with the following features: OCR support for over 90 languages, outperforming cloud services in benchmark tests Line-level text detection for any language Layout analysis (detection of tables, images, headings, etc.) Reading order detection It is suitable for a range of documents (see usage and benchmarks for more … Read more
Hello everyone, I am Chen Ge! If you are a developer or an AI enthusiast, you might want to quickly extract answers from a large volume of documents without flipping through every page. Today, I will guide you on how to build a localized Retrieval-Augmented Generation (RAG) system to get precise answers directly from documents. … Read more
Streamlit is a Python library that allows you to quickly build data display web pages. It is simple to use, requiring no complex front-end code; just a few lines of Python can create beautiful interactive interfaces. It is particularly useful for showcasing data analysis and machine learning projects. 1. Installation and Basic Usage Installing Streamlit … Read more
Data analysts and developers are often troubled by a question: after the analysis is complete and the charts are drawn, how can these results be quickly shared with others? Sending Excel files? Sending PDFs? These methods feel too “cold”. Wouldn’t it be cooler to turn the data analysis results into an interactive web application? Streamlit, … Read more
Hello everyone, I am Hao Ge! Today I want to introduce you to a very useful Python library – Streamlit. Are you still struggling with how to display your data analysis results? Or do you want to quickly build a beautiful web application but don’t know front-end development? Don’t worry, with Streamlit, these are no … Read more
Have you ever thought that with just a few lines of code, you can turn your Python script into a beautiful web application? Whether it’s data visualization, showcasing machine learning models, or developing interactive tools, Streamlit allows you to achieve this easily. Today, let’s get to know Streamlit, a tool designed for data scientists and … Read more
As requested, I will reorganize this blog post about Streamlit into a clear and easy-to-understand Python tutorial: In data analysis work, we often need to present analysis results in an intuitive way. The traditional method is to save the results as charts or reports, but wouldn’t it be better to create an interactive web page? … Read more
If you’ve ever thought about quickly building a data application or visualization tool, you might be intimidated by those frameworks that look complex and cumbersome, requiring a bunch of complicated configurations and even advanced front-end knowledge. But with Streamlit, all these problems are solved. Streamlit’s slogan is: Build data applications with Python, simple, fast, and … Read more
Hello everyone, I am Code Guy, a technology enthusiast focused on data science and software development. Today, I will introduce you to a very magical Python library—Streamlit. With its simplicity and ease of use, it provides a powerful tool for data scientists and developers to quickly build and deploy interactive web applications. Next, I will … Read more
Streamlit: Build Beautiful Web Applications with Just a Few Lines of Python Code! Hello everyone! Today I want to introduce you to a Python library that I absolutely love – Streamlit. Are you still struggling to build web applications? Still worried about front-end development? With Streamlit, you only need to know how to write Python … Read more