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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Specializing Python with E-graphs
This blog post introduces egglog, a new library that combines equality saturation and datalog, offering advantages over traditional e-graph libraries like egg. It highlights egglog's cleaner syntax, efficient execution through database techniques, and improved performance in areas like multi-pattern matching and incremental e-matching.
https://vectorfold.studio/blog/egglog
Stelvio: Serverless AWS for Python Devs
https://github.com/michal-stlv/stelvio
Python’s ‘shelve’ is really useful for LLM debugging
Use python’s shelve as a quick and easy, persistent key-value store for LLM workflows.
https://www.jerpint.io/blog/python-shelve-as-cache/
Flet - Desktop & Mobile apps in Python!
This video tutorial demonstrates how to use the Flet framework in Python to build cross-platform mobile and desktop apps, even without prior front-end development experience. It walks through creating a simple quiz application, explaining how to structure the UI with Flet controls and handle user interactions.
https://www.youtube.com/watch?v=4aiNStwq8oU
ollama-deep-researcher
Fully local web research and report writing assistant.
https://github.com/langchain-ai/ollama-deep-researcher
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/
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
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
agno-agi / agno
Build Multimodal AI Agents with memory, knowledge and tools. Simple, fast and model-agnostic.
https://github.com/agno-agi/agno
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
smart-turn
This is an open source, community-driven, native audio turn detection model.
https://github.com/pipecat-ai/smart-turn
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/
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/
dapr-agents
Build autonomous, resilient and observable AI agents with built-in workflow orchestration, security, statefulness and telemetry.
https://github.com/dapr/dapr-agents
Automating and Responding to Sentiment Analysis with Diffbot's Knowledge Graph
This article demonstrates how to use Diffbot's Knowledge Graph API to automate sentiment analysis of news articles, specifically targeting negative mentions of a product (Xbox). It outlines the process of designing a DQL query, writing Python code to fetch results, and automating the entire workflow using Pipedream to receive weekly email reports.
https://www.raymondcamden.com/2025/03/10/automating-and-responding-to-sentiment-analysis-with-diffbots-knowledge-graph
Pythonx
Pythonx runs a Python interpreter in the same OS process as your Elixir application, allowing you to evaluate Python code and conveniently convert between Python and Elixir data structures.
https://github.com/livebook-dev/pythonx
RA.Aid
RA.Aid (pronounced "raid") helps you develop software autonomously. It is a standalone coding agent built on LangGraph's agent-based task execution framework. The tool provides an intelligent assistant that can help with research, planning, and implementation of multi-step development tasks.
https://github.com/ai-christianson/RA.Aid
A Very (!) Early Play With Astral's Red Knot Static Type Checker
Astral is developing a new Python type checker, aiming to be significantly faster than mypy. The author explores building and running it, finding it promisingly fast but still a work in progress with some type checking discrepancies.
https://jurasofish.github.io/a-very-early-play-with-astrals-red-knot-static-type-checker.html
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
Python Hub Weekly Digest for 2025-03-23
https://pythonhub.dev/digest/2025-03-23/
ASK HN: How to engineer a JavaScript to Python migration?
https://news.ycombinator.com/item?id=43360552
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/
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/
landing-ai / vision-agent
Vision agent
https://github.com/landing-ai/vision-agent
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/
jixiaozhong / Sonic
Official implementation of "Sonic: Shifting Focus to Global Audio Perception in Portrait Animation"
https://github.com/jixiaozhong/Sonic
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
Online Python Compiler with Libraries
https://cliprun.com/online-python-compiler-with-libraries
Building Google Docs with Python, JavaScript, CKEditor, Google Login, and more.
Learn how to build a Google Docs-like platform with real-time collaboration, modern authentication using Google OAuth, and rich text editing via CKEditor. It covers production-ready configurations, database setup, and secure user management, emphasizing a balance between a stable backend and a cutting-edge frontend.
https://www.youtube.com/watch?v=OGCE3OUO4G8
Python Hub Weekly Digest for 2025-03-16
https://pythonhub.dev/digest/2025-03-16/