PythonHub

Python Gotcha: Comparisons Comparing two numerical variables in Python can have surprising results if you aren't aware of some common gotchas. This post covers a couple of the common ones. https://andrewwegner.com/python-gotcha-comparisons.html

Options for passwordless authentication in Django apps Passwordless authentication is gaining popularity as a secure and user-friendly alternative to traditional password-based authentication in Django applications. In this article, we will delve into three passwordless authentication methods: email-based authentication, authentication with OAuth, and authentication with magic links. https://www.honeybadger.io/blog/options-for-passwordless-authentication-in-django/

queryish A library for constructing queries on arbitrary data sources following Django's QuerySet API. https://github.com/wagtail/queryish

When should you upgrade to Python 3.12? Python 3.12 is out now–but should you switch to it immediately? And if you ... https://pythonspeed.com/articles/upgrade-python-3.12/

stable-audio-tools Generative models for conditional audio generation. https://github.com/Stability-AI/stable-audio-tools

Rip – Rust crate to resolve and install Python packages https://prefix.dev/blog/introducing_rip

MemGPT Teaching LLMs memory management for unbounded context. https://github.com/cpacker/MemGPT

SolidGPT Chat with your code repository to get Generate Product Requirement Document and Code Plan base on private project. https://github.com/AI-Citizen/SolidGPT

ZenNotes Windows Notepad Replacement with Translation, TTS, and much more! https://github.com/rohankishore/ZenNotes

Llemma An open language model for mathematics. https://github.com/EleutherAI/math-lm

Do Functions Make Design Patterns Obsolete? In this video, we will demonstrate that functions do not render design patterns obsolete in Python. The developer community has been engaged in extensive discussions on this topic. To illustrate this perspective, we will examine several common design patterns and present an alternative approach using functions. https://www.youtube.com/watch?v=vzTrLpxPF54

Practical AI: HuggingFace Transformers and Diffusers for Beginners This presentation provides a straightforward overview of the HuggingFace Transformers and Diffusers libraries. Aimed at those without a deep understanding of AI or ML, we’ll focus on practical, hands-on applications. We conclude by setting up a Flask app that generates AI images, demonstrating how these tools can be used to create useful applications. https://www.youtube.com/watch?v=rK02eXm3mfI

Show HN: Pypipe – A Python command-line tool for pipeline processing https://github.com/bugen/pypipe

Building Custom Middleware in FastAPI In this article you’ll see how to build custom middleware, enabling you to extend the functionality of your APIs in unique ways by building function-based and class-based middleware to modify request and response objects to suit your need and to handle rate limiting. You’ll also see how to write test cases and the best practices to follow. https://semaphoreci.com/blog/custom-middleware-fastapi

Python 3.13.0 alpha 1 https://pythoninsider.blogspot.com/2023/10/python-3130-alpha-1-is-now-available.html

I'm banned for life from advertising on Meta. Because I teach Python. https://lerner.co.il/2023/10/19/im-banned-for-life-from-advertising-on-meta-because-i-teach-python/

Python 3.11 vs Python 3.12 – performance testing This article describes the performance testing results of Python 3.12 compared to Python 3.11. A total of 91 various benchmark tests were conducted on computers with the AMD Ryzen 7000 series and the 13th-generation of Intel Core processors for desktops, laptops or mini PCs. https://en.lewoniewski.info/2023/python-3-11-vs-python-3-12-performance-testing/

Django Day Copenhagen 2023 Videos The videos of the talks from the fourth edition of Django Day Copenhagen are now available. https://www.youtube.com/playlist?list=PLEpW1LzVyQWgtT_i_IlUmx2FSP2jHcroX

So, what is your favorite new feature in Python 3.12? https://www.reddit.com/r/Python/comments/17a00xf/so_what_is_your_favorite_new_feature_in_python_312/

OpenAgents An Open Platform for Language Agents in the Wild. https://github.com/xlang-ai/OpenAgents