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

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

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

Llemma

An open language model for mathematics.

https://github.com/EleutherAI/math-lm

ZenNotes

Windows Notepad Replacement with Translation, TTS, and much more!

https://github.com/rohankishore/ZenNotes

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

MemGPT

Teaching LLMs memory management for unbounded context.

https://github.com/cpacker/MemGPT

stable-audio-tools

Generative models for conditional audio generation.

https://github.com/Stability-AI/stable-audio-tools

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/

queryish

A library for constructing queries on arbitrary data sources following Django's QuerySet API.

https://github.com/wagtail/queryish

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/

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

higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

https://github.com/higgsfield-ai/higgsfield

Speeding up Cython with SIMD

SIMD is a CPU feature that lets you speed up numeric processing; learn how to use it with Cython.

https://pythonspeed.com/articles/faster-cython-simd/