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News & links about Python programming.
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Using GPT-4o for web scraping

The article discusses using GPT-4 with OpenAI's structured outputs feature to create an AI-assisted web scraper, exploring its capabilities in parsing complex tables and generating XPaths. While the author found GPT-4 effective at extracting data from various HTML tables, they also noted challenges with merged rows, high API costs, and the need for further refinements to improve accuracy...

https://blancas.io/blog/ai-web-scraper/
Integrating Stripe Into A One-Product Django Python Shop

In the first part of this series, we created a Django online shop with htmx. In this second part, we'll handle orders using Stripe.

https://blog.appsignal.com/2024/09/04/integrating-stripe-into-a-one-product-django-python-shop.html
My Favorite Error Handling Technique

This video presents a surprising “Let it burn” approach to error handling, demonstrating how allowing code to fail fast can result in simpler, clearer, and more robust software. Discover the benefits of this method and its impact on improving overall code quality.

https://www.youtube.com/watch?v=YA0Wq1rcs6U
Pure Python: Build a full stack ChatGPT-like UI. Reflex, Neon Postgres. Deploy with Docker to a VM

This video tutorial demonstrates how to build a full-stack ChatGPT-like UI using Reflex, a Python framework for web development, integrating it with Neon Postgres database and OpenAI. It covers the entire process from setting up the development environment to deploying the application using Docker, GitHub Actions, and Ansible on a virtual machine.

https://www.youtube.com/watch?v=NuNaI__4xiU
nlp-zero-to-hero

A comprehensive resource for learning Natural Language Processing (NLP) from the basics to advanced topics. It contains Jupyter notebooks covering various NLP concepts, techniques, and implementations, making it a valuable guide for beginners and intermediate learners in the field of NLP.

https://github.com/JUSTSUJAY/nlp-zero-to-hero
PyPI Proxying for Docker Builds

I wanted to improve our CI system by caching PyPI data locally. I saw that there’s a project to do this, but I didn’t see any good examples actually using it.

https://www.robopenguins.com/pypi-proxy/
GraalPy – A high-performance embeddable Python 3 runtime for Java

https://www.graalvm.org/python/
Revival Hijack – PyPI hijack technique exploited in the wild, puts 22K packages at risk

The article discusses a PyPI supply chain attack technique called "Revival Hijack," where attackers can hijack removed packages by re-registering them. JFrog's research team found that this technique could potentially affect 22,000 existing PyPI packages, leading to hundreds of thousands of malicious downloads, and they took proactive measures to protect the PyPI community by safely rese...

https://jfrog.com/blog/revival-hijack-pypi-hijack-technique-exploited-22k-packages-at-risk/