PythonHub

emval emval is a blazingly fast Python email validator written in Rust. https://github.com/bnkc/emval

pgai Bring AI models closer to your PostgreSQL data. https://github.com/timescale/pgai

FlexAttention: The Flexibility of PyTorch with the Performance of FlashAttention https://pytorch.org/blog/flexattention/

Unstract No-code LLM Platform to launch APIs and ETL Pipelines to structure unstructured documents. https://github.com/Zipstack/unstract

Django: create sub-commands within a management command https://adamj.eu/tech/2024/08/14/django-management-command-sub-commands/

Optimizing PyTorch Docker images: how to cut size by 60% https://mveg.es/posts/optimizing-pytorch-docker-images-cut-size-by-60percent/

AgentK An autoagentic AGI that is self-evolving and modular. https://github.com/mikekelly/AgentK

Crawling Pages with Infinite Scroll using Scrapy and Playwright This post provides a detailed guide on how to scrape infinite scroll websites using Scrapy and Playwright in Python. It covers the setup process, explains how to implement a custom downloader middleware to handle JavaScript rendering, and demonstrates how to extract data from dynamically loaded content, offering a practical solution for web scraping challenges posed by modern web applica... https://www.xiegerts.com/post/infinite-scroll-scrapy-playwright/

Python Hub Weekly Digest for 2024-08-18 https://pythonhub.dev/digest/2024-08-18/

Log context propagation in Python ASGI apps The article explains how to implement log context propagation in Python ASGI applications using middleware to automatically tag log messages with contextual information like user ID and platform. This approach simplifies logging by eliminating the need for manual context passing across different layers of an application, ensuring all logs within a request-response cycle are consistently ... https://rednafi.com/python/log_context_propagation/

alexta69 / metube Self-hosted YouTube downloader (web UI for youtube-dl / yt-dlp) https://github.com/alexta69/metube

OpenAdapt AI-First Process Automation with Large Multimodal Models (LMMs). https://github.com/OpenAdaptAI/OpenAdapt

dir-assistant Chat with your current directory's files using a local or API LLM. https://github.com/curvedinf/dir-assistant/

RAG Fundamentals and Advanced Techniques This course will guide you through the basics of Retrieval-Augmented Generation (RAG), starting with its fundamental concepts and components. You'll learn how to build a RAG system for chatting with documents, explore advanced techniques, and understand the pitfalls of naive RAG. https://www.youtube.com/watch?v=ea2W8IogX80

GIL Become Optional in Python 3.13 https://geekpython.in/gil-become-optional-in-python

Django 5.1 released Django 5.1 introduces LoginRequiredMiddleware for easier authentication enforcement, accessibility enhancements like improved screen reader support and better HTML semantics, and a new querystring template tag for simpler URL handling in templates. https://www.djangoproject.com/weblog/2024/aug/07/django-51-released/

A Knownbits Abstract Domain for the Toy Optimizer, Correctly The article discusses the implementation of a "Knownbits" abstract domain for the Toy optimizer, which tracks individual bits of a variable as "known zero," "known one," or "unknown" to optimize integer operations. It details the construction of the domain, transfer functions, and correctness proofs using property-based testing and automated proofs, with plans to apply a more complex ver... https://pypy.org/posts/2024/08/toy-knownbits.html

AudioSample AudioSample is an optimized numpy-like audio manipulation library, created for researchers, used by developers. https://github.com/deepdub-ai/audiosample

Python extensions should be lazy https://www.gauge.sh/blog/python-extensions-should-be-lazy

nano-llama31 nanoGPT style version of Llama 3.1 https://github.com/karpathy/nano-llama31