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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
SQLActive - Asynchronous ActiveRecord-style wrapper for SQLAlchemy
https://www.reddit.com/r/madeinpython/comments/1jo5m6j/sqlactive_asynchronous_activerecordstyle_wrapper/
open-rag-eval
Evaluate and improve your Retrieval-Augmented Generation (RAG) pipelines with open-rag-eval, an open-source Python evaluation toolkit.
https://github.com/vectara/open-rag-eval
Python 3.14 | Upcoming Changes
This video discusses the upcoming features, performance improvements, and other changes in Python 3.14, including the tail call interpreter, JIT compiler, and free threading. It also covers minor updates and deprecations, providing a comprehensive overview of the new release.
https://www.youtube.com/watch?v=hzys1_xmLPc
MedReason
Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs.
https://github.com/UCSC-VLAA/MedReason
OpenAlgo
Open Source Algo Trading Platform for Everyone.
https://github.com/marketcalls/openalgo
llm-compressor
Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM.
https://github.com/vllm-project/llm-compressor
curl-impersonate
A special build of curl that can impersonate Chrome & Firefox.
https://github.com/lwthiker/curl-impersonate
arxiv-mcp-server
A Model Context Protocol server for searching and analyzing arXiv papers.
https://github.com/blazickjp/arxiv-mcp-server
nano-aha-moment
Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
https://github.com/McGill-NLP/nano-aha-moment
Python at the Speed of Rust
https://blog.fxn.ai/python-at-the-speed-of-rust/
adk-python
An open-source, code-first Python toolkit by Google for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
https://github.com/google/adk-python
no-code-architects-toolkit
The NCA Toolkit API eliminates monthly subscription fees by consolidating common API functionalities into a single FREE API. Designed for businesses, creators, and developers, it streamlines advanced media processing, including video editing and captioning, image transformations, cloud storage, and Python code execution.
https://github.com/stephengpope/no-code-architects-toolkit
any-agent
A single interface to different Agent frameworks.
https://github.com/mozilla-ai/any-agent
Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability
The article explores how large language models (LLMs) comprehend the concept of nullability in programming. It discusses methods for evaluating LLMs' understanding of nullable types and introduces techniques to probe their internal representations regarding null values.
https://dmodel.ai/nullability-gentle/
11 Outdated Python Modules That You Should Never Use Again
https://medium.com/techtofreedom/11-outdated-python-modules-that-you-should-never-use-again-0474bfc8f071
Python Hub Weekly Digest for 2025-04-13
https://pythonhub.dev/digest/2025-04-13/
How to Extract GPS Coordinates from a Photo: The USAID Mystery
This post explains how to extract GPS coordinates from a photo using Python and plot them on a map, using libraries like Pillow, ExifRead, and Folium. It challenges the reader to analyze the location of a USAID nutrition pack to determine if the aid is being distributed appropriately.
https://www.marsja.se/how-to-extract-gps-coordinates-from-a-photo-the-usaid-mystery/
meta-llama / llama-models
Utilities intended for use with Llama models.
https://github.com/meta-llama/llama-models
User Onboarding Tips and Tricks for Django Developers
This video explains how to implement anonymous onboarding in Django apps, allowing users to try the app without creating an account. It covers storing temporary data in the session and seamlessly transferring it to a user account once created, enhancing the initial user experience.
https://www.youtube.com/watch?v=gFnE6a9-kLw
VeOmni
Scaling any Modality Model Training to any Accelerators with PyTorch native Training Framework.
https://github.com/ByteDance-Seed/VeOmni
Code DeepSeek V3 From Scratch in Python
This video provides a comprehensive, step-by-step coding guide to understanding and implementing DeepSeek V3, a cutting-edge deep learning model. It covers key concepts like the attention mechanism, multihead latent attention (MLA), rotary positional embeddings (RoPE), and the mixture of experts (MoE) architecture, explaining the science behind it all.
https://www.youtube.com/watch?v=5avSMc79V-w
memo
Memo is a simple command-line interface (CLI) tool for managing your Apple Notes (and eventually Apple Reminders). It’s written in Python and aims to offer a fast, keyboard-driven way to create, search, and organize notes and reminders straight from your terminal.
https://github.com/antoniorodr/memo
I made a simple Artificial Life simulation software with python
https://www.reddit.com/r/Python/comments/1jwzv2h/i_made_a_simple_artificial_life_simulation/
Reproducing word2vec with JAX
This article reproduces the word2vec model using JAX, explaining the CBOW architecture and its implementation. It trains word embeddings and demonstrates how to find word similarities and analogies using the trained model, comparing it to modern text embeddings used in LLMs.
https://eli.thegreenplace.net/2025/reproducing-word2vec-with-jax/
Build a Desktop Sticky Notes Application with PySide6 & SQLAlchemy
This post provides a step-by-step guide to creating a desktop sticky notes application using PySide6, covering GUI setup, styling, and adding functionality like movable notes and a system tray icon. It explains how to build a simple, frameless note window, enable dragging, and manage multiple notes, with code examples for each stage.
https://www.pythonguis.com/examples/pyside6-desktop-sticky-notes/
Slipstream - a python library for stateful stream processing
https://slipstream.readthedocs.io/en/1.0.1/
Django: what’s new in 5.2
This post highlights key new features in Django 5.2, including automatic model importing in the shell, support for composite primary keys, and a simplified way to override BoundField on forms.
https://adamj.eu/tech/2025/04/07/django-whats-new-5.2/
Shadowing in Python gave me an UnboundLocalError
This article discusses a common Python pitfall where shadowing a variable within a function can lead to an UnboundLocalError due to Python's scoping rules. It explains that if a variable is bound anywhere in a function, it's considered local to the entire function, even before it's initialized, which can cause unexpected errors.
https://ntietz.com/blog/pythons-shadowing-behavior-always-surprises-me/
Mobile-VideoGPT
Fast and Accurate Video Understanding Language Model.
https://github.com/amshaker/mobile-videogpt
Bootstrapping Python projects with copier
This article discusses using Copier to automate the process of bootstrapping Python projects. It covers setting up a project template with essential elements like README, license, changelog, project structure, documentation, Makefiles, uv support, and GitHub Actions to streamline project creation.
https://blog.dusktreader.dev/2025/04/06/bootstrapping-python-projects-with-copier/