The Azure SDK team created a sample using Flask to stream ChatGPT completions to the browser using server-sent events (SSE). SSE allows the server to stream responses to the client in chunks, creating a chat-like experience... read more  

The PSF Board Election is happening soon. Current board members will be available on Slack in June to answer questions about board responsibilities. Nomination period: June 1st - 15th. Voting: June 20th - 30th. Join Slack or email psf-elections@python.org for more info. Check psfmember.org for membe.. read more  

Your First Steps With the Kivy Library for GUI Development. Kivy is an open-source Python software library for developing graphical user interfaces... read more  

PyPI (Python Package Index) is requiring its users to enable two-factor authentication (2FA) to access certain functionalities such as uploading and deleting packages, starting from this week. PyPI admins have also announced that they will mandate 2FA for every maintainer of every package or project.. read more  

Keep a check of your cognitive abilities by building this memory tile game... read more  

Building even simple Dockerfiles can be a challenge. This article will demonstrate an alternative method of containerizing an application, using Paketo Buildpacks... read more  

Pandas UDF can be limited, so we can speed up the Pandas GroupBy-Apply pattern by using NumPy instead, resulting in a significant performance improvement. However, it's important to benchmark and consider costs before deciding between Pandas and NumPy for your specific use case... read more  

The author started programming in Rust and it influenced their approach to designing programs in Python. They emphasize the use of type hints, dataclasses for structured data, algebraic data types for explicit data shapes, and newtypes for specifying domain-specific usage of existing types. These pr.. read more  

A large number of PGP signatures on PyPI can’t be correlated to any well-known PGP key and, of the signatures that can be correlated, many are generated from weak keys or malformed certificates. The results suggest widespread misuse of GPG and other PGP implementations by Python packagers, with said.. read more  

In part one of the tale, Brandt Bucher looked specifically at the CPython optimizations that went into Python 3.11 as part of the Faster CPython project. More of that work will be appearing in future Python versions, but on day two of PyCon 2023 in Salt Lake City, Utah, Mark Shannon provided an over.. read more