PythonHub

Pruna Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead. https://github.com/PrunaAI/pruna

ollama-deep-researcher Fully local web research and report writing assistant. https://github.com/langchain-ai/ollama-deep-researcher

Python Hub Weekly Digest for 2025-03-23 https://pythonhub.dev/digest/2025-03-23/

Pydoll Pydoll is a library for automating chromium-based browsers without a WebDriver, offering realistic interactions. It supports Python's asynchronous features, enhancing performance and enabling event capturing and simultaneous web scraping. https://github.com/thalissonvs/pydoll/

ASK HN: How to engineer a JavaScript to Python migration? https://news.ycombinator.com/item?id=43360552

Isolating Python and Jupyter using firejail This article outlines a method for running isolated Python processes using Firejail, ensuring they can only access a specified project directory and limiting network access. The setup involves creating a virtual environment, installing packages with temporary internet access, and running Jupyter Notebooks via a Unix socket to maintain isolation. https://bnikolic.co.uk/blog/python/firejail/2025/03/05/python-isolated

Here’s how I use LLMs to help me write code This post shares practical tips for using LLMs to write code effectively, emphasizing that it's not always easy and requires managing context, setting expectations, and thorough testing. The author suggests thinking of LLMs as over-confident, lightning-fast pair programming assistants and provides a detailed example of building a tool with Claude Code. https://simonwillison.net/2025/Mar/11/using-llms-for-code/

ShortsMaker ShortsMaker is a Python package designed to facilitate the creation of engaging short videos or social media clips. It leverages a variety of external services and libraries to streamline the process of generating, processing, and uploading short content. https://github.com/rajathjn/shorts_maker

Alternatives to Python's "break" statement Python's break statement is handy for breaking out of a loop. But break statements can often be ... https://www.pythonmorsels.com/break-statement-alternatives/

agno-agi / agno Build Multimodal AI Agents with memory, knowledge and tools. Simple, fast and model-agnostic. https://github.com/agno-agi/agno

landing-ai / vision-agent Vision agent https://github.com/landing-ai/vision-agent

12 Must-Know Python Built-in Functions Explore 12 of the most interesting and useful built-in functions, with examples, gotchas, and a few nerdy details you may not be aware of. https://www.youtube.com/watch?v=ho24rK_AYrQ

Creating static map images with OpenStreetMap, Web Mercator, and Pillow This post details how to create static maps with points overlaid using OpenStreetMap tiles and Pillow, bypassing complex data visualization libraries for a simpler, more understandable approach. It provides Python code for downloading map tiles and converting lat/lon coordinates to pixel positions for drawing points on the map. https://alexwlchan.net/2025/static-maps/

smart-turn This is an open source, community-driven, native audio turn detection model. https://github.com/pipecat-ai/smart-turn

jixiaozhong / Sonic Official implementation of "Sonic: Shifting Focus to Global Audio Perception in Portrait Animation" https://github.com/jixiaozhong/Sonic

Using Python to Measure Immigration Trends This post uses Python and the American Community Survey (ACS) data to analyze immigration trends in Great Neck, NY, revealing a shift from Iranian to Chinese immigrants and a significant increase in the "Asian alone" population between 2009 and 2023. The author provides code for others to analyze immigration in their own hometowns. https://arilamstein.com/blog/2025/03/04/using-python-to-measure-immigration-trends/

FlowDec An neural full-band audio codec for general audio sampled at 48 kHz with 7.5 kps or 4.5 kbps. https://github.com/facebookresearch/flowdec

I didn't want to go, but PyCharm finally drove me into the arms of VSCode, after 5+ years. https://www.reddit.com/r/Python/comments/1j9196v/i_didnt_want_to_go_but_pycharm_finally_drove_me/

Online Python Compiler with Libraries https://cliprun.com/online-python-compiler-with-libraries

dapr-agents Build autonomous, resilient and observable AI agents with built-in workflow orchestration, security, statefulness and telemetry. https://github.com/dapr/dapr-agents