PythonHub

pip 25.1 pip 25.1 introduces support for Dependency Groups (PEP 735), resumable downloads, and an installation progress bar. Dependency resolution has also received a raft of bugfixes and improvements. https://ichard26.github.io/blog/2025/04/whats-new-in-pip-25.1/

Python Hub Weekly Digest for 2025-05-04 https://pythonhub.dev/digest/2025-05-04/

fastapi-forge A UI Based FastAPI Project Generation tool. https://github.com/mslaursen/fastapi-forge

A modern spreadsheet with Python integration https://citadel5.com/gs-calc.htm

FramePack Lets make video diffusion practical! https://github.com/lllyasviel/FramePack

5 Levels of Using Exception Groups in Python https://medium.com/techtofreedom/5-levels-of-using-exception-groups-in-python-9d8e40cdd4b2?sk=132e8eea485dd44b24db0d20014b231f

CPython's optimization for doubly linked lists in deque (amortizes 200% link memory overhead) https://www.reddit.com/r/Python/comments/1k5nxvt/cpythons_optimization_for_doubly_linked_lists_in/

Morphik Open source multi-modal RAG for building AI apps over private knowledge. https://github.com/morphik-org/morphik-core

I built a hardware processor that runs Python https://www.runpyxl.com/gpio

Frankenstein’s The untold story of the craziestinitI’ve ever seen. https://ohadravid.github.io/posts/2025-04-19-frank/

How To Automate Your Finances with Python Learn to build a Python tool using Pandas, Streamlit, and Plotly to automate personal finance tracking by analyzing bank statements, categorizing transactions, and generating visual dashboards. The tutorial includes file upload handling, editable dataframes, and interactive charts for expense analysis. https://www.youtube.com/watch?v=wqBlmAWqa6A

Traeger A portable Actor System for C++ and Python. https://github.com/tigrux/traeger

10 Rules for Writing Simple and Maintainable Code This shows you 10 essential tips to keep your code simple, maintainable, and easy to work with. https://www.youtube.com/watch?v=0U-RwnWaFIM

Pip 25.1 is here - install dependency groups and output lock files! https://www.reddit.com/r/Python/comments/1k8lav8/pip_251_is_here_install_dependency_groups_and/

Agentfy Agentfy is a modular microservices architecture designed to process user requests and execute workflows across multiple social media platforms. https://github.com/Agentfy-io/Agentfy

1,000 Python Exercises Android app with more than 1,000 problems to solve and practice https://play.google.com/store/apps/details?id=com.initzer_dev.Koder_Python_Exercises

PocketFlow 100-line LLM framework. Let Agents build Agents! https://github.com/The-Pocket/PocketFlow

I Built a Bot to Chat with Our Team’s Wiki Using Azure OpenAI Service The author built an AI-powered Teams bot using Azure OpenAI Service to query their team's dynamic Azure DevOps Wiki, automating data ingestion via Python scripts and Azure AI Search Indexers. The solution includes custom metadata integration for source linking and highlights challenges like SDK limitations and deployment security considerations. https://medium.com/microsoftazure/i-built-a-bot-to-chat-with-our-teams-wiki-using-azure-openai-service-96bf67878302

cua A framework that enables AI agents to control full operating systems within high-performance, lightweight virtual containers. It delivers up to 97% native speed on Apple Silicon and works with any vision language models. https://github.com/trycua/cua

library-mcp MCP server for operating on Markdown knowledge bases. https://github.com/lethain/library-mcp