fetcher.ovh Blog

Insights about scraping and data analysis.

scraping with playwright

In recent years, the rise of web development tools and frameworks has made it easier than ever to extract data from websites. One such tool is Playwright, which provides an environment for developers to interact with web content programmatically. This blog post will explore how Scrapy, a popular Python library, can be used in conjunction with Playwright to automate tasks like scraping, parsing, and analyzing website data. The goal is to demonstrate how these tools can enhance the efficiency of web scraping projects while ensuring that all data collected is accurate and reliable. By understanding the principles behind Scrapy and Playwright, developers can create more robust and scalable solutions for extracting valuable information from websites.

performing inference with hugging face

In recent years, there has been significant growth in the field of artificial intelligence (AI), particularly in areas such as natural language processing (NLP) and computer vision. The development of tools like PyTorch and TensorFlow has made it easier for developers to build and deploy AI models. However, one area that has seen particular interest is the use of these frameworks for inference, or running AI models on new data without having access to a complete training dataset. This has led to the creation of specialized libraries and tools within the Hugging Face team, which aim to enable developers to perform inference with ease. One key aspect of this process is the ability to leverage pre-trained models, which can significantly reduce the time and resources required for model deployment. Additionally, there has been a focus on improving the efficiency and scalability of inference across different platforms, ensuring that models remain accessible and effective even when run on edge devices or distributed systems. The Hugging Face team continues to be at the forefront of this evolving landscape, pushing boundaries in both theory and practice to create tools and techniques that enhance the capabilities of AI for real-world applications.

how to use seo tools effectively

In today's digital age, search engines have become an essential tool for businesses looking to improve their online presence. By understanding how to use SEO tools effectively, you can make informed decisions about your website's structure and content. This blog post will guide you through the process of using SEO tools to optimize your search engine rankings and drive organic traffic.