A Comprehensive Guide to Python Project Management and Packaging: Concepts Illustrated with uv – Part I
The goal of this guide is to provide a comprehensive guide to Python project management and packaging. We’ll explore concepts in the standard, like the different tables in pyproject.toml by revisiting the PEPs that led to what we have today. We’ll explain what was used before, why it needed to change, and how the changes provided by the PEPs solved the issues. This walkthrough of the his...
https://reinforcedknowledge.com/a-comprehensive-guide-to-python-project-management-and-packaging-concepts-illustrated-with-uv-part-i/
The goal of this guide is to provide a comprehensive guide to Python project management and packaging. We’ll explore concepts in the standard, like the different tables in pyproject.toml by revisiting the PEPs that led to what we have today. We’ll explain what was used before, why it needed to change, and how the changes provided by the PEPs solved the issues. This walkthrough of the his...
https://reinforcedknowledge.com/a-comprehensive-guide-to-python-project-management-and-packaging-concepts-illustrated-with-uv-part-i/
TinyTroupe, a new LLM-powered multiagent persona simulation Python library
https://github.com/microsoft/TinyTroupe
https://github.com/microsoft/TinyTroupe
GitHub
GitHub - microsoft/TinyTroupe: LLM-powered multiagent persona simulation for imagination enhancement and business insights.
LLM-powered multiagent persona simulation for imagination enhancement and business insights. - microsoft/TinyTroupe
ToolGit
ToolGit is a collection of scripts that extend Git with various sub-commands to make life easier.
https://github.com/ahmetsait/toolgit
ToolGit is a collection of scripts that extend Git with various sub-commands to make life easier.
https://github.com/ahmetsait/toolgit
GitHub
GitHub - ahmetsait/toolgit: Git Productivity Toolkit
Git Productivity Toolkit. Contribute to ahmetsait/toolgit development by creating an account on GitHub.
Tiny GraphRAG (Part 1)
A tiny 1000 line implementation of GraphRAG in Python.
https://www.stephendiehl.com/posts/graphrag1/
A tiny 1000 line implementation of GraphRAG in Python.
https://www.stephendiehl.com/posts/graphrag1/
Stephendiehl
Tiny GraphRAG (Part 1)
Personal Blog
Don't return named tuples in new APIs
Named tuples should generally be avoided in new APIs, as they add unnecessary complexity by supporting both index-based and attribute-based data access, leading to potential misuse and added maintenance. Instead, using options like data classes or typed dictionaries can offer clearer, more structured code with similar benefits.
https://snarky.ca/dont-use-named-tuples-in-new-apis/
Named tuples should generally be avoided in new APIs, as they add unnecessary complexity by supporting both index-based and attribute-based data access, leading to potential misuse and added maintenance. Instead, using options like data classes or typed dictionaries can offer clearer, more structured code with similar benefits.
https://snarky.ca/dont-use-named-tuples-in-new-apis/
Tall, Snarky Canadian
Don't return named tuples in new APIs
In my opinion, you should only introduce a named tuple to your code when you're updating a preexisting API that was already returning a tuple or you are wrapping a tuple return value from another API.
Let's start with when you should use named tuples. Usually…
Let's start with when you should use named tuples. Usually…
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hertz-dev
First base model for full-duplex conversational audio.
https://github.com/Standard-Intelligence/hertz-dev
First base model for full-duplex conversational audio.
https://github.com/Standard-Intelligence/hertz-dev
GitHub
GitHub - Standard-Intelligence/hertz-dev: first base model for full-duplex conversational audio
first base model for full-duplex conversational audio - Standard-Intelligence/hertz-dev
Why Durable Execution Should Be Lightweight
How to make your programs crashproof without changing the way they're built.
https://www.dbos.dev/blog/what-is-lightweight-durable-execution
How to make your programs crashproof without changing the way they're built.
https://www.dbos.dev/blog/what-is-lightweight-durable-execution
www.dbos.dev
Why Durable Execution Should Be Lightweight | DBOS
Lightweight durable execution library versus heavyweight durable workflow orchestration services - make programs crashproof without changing the way they're built
State of Python 3.13 Performance: Free-Threading
https://codspeed.io/blog/state-of-python-3-13-performance-free-threading
https://codspeed.io/blog/state-of-python-3-13-performance-free-threading
codspeed.io
State of Python 3.13 Performance: Free-Threading - CodSpeed
Python 3.13 is out and it's time to run some benchmarks to see how well it performs with the new free-threaded mode.
terminal-tree
An experimental filesystem navigator for the terminal, built with Textual.
https://github.com/willmcgugan/terminal-tree
An experimental filesystem navigator for the terminal, built with Textual.
https://github.com/willmcgugan/terminal-tree
GitHub
GitHub - willmcgugan/terminal-tree
Contribute to willmcgugan/terminal-tree development by creating an account on GitHub.
Integuru
The first AI agent that builds third-party integrations through reverse engineering platforms' internal APIs.
https://github.com/Integuru-AI/Integuru
The first AI agent that builds third-party integrations through reverse engineering platforms' internal APIs.
https://github.com/Integuru-AI/Integuru
GitHub
GitHub - Integuru-AI/Integuru: The first AI agent that builds permissionless integrations through reverse engineering platforms'…
The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs. - Integuru-AI/Integuru
digit360
Digit 360 is a modular platform that unlocks new capabilities, and enables future research on the nature of touch.
https://github.com/facebookresearch/digit360
Digit 360 is a modular platform that unlocks new capabilities, and enables future research on the nature of touch.
https://github.com/facebookresearch/digit360
GitHub
GitHub - facebookresearch/digit360: Digit 360 is a modular platform that unlocks new capabilities, and enables future research…
Digit 360 is a modular platform that unlocks new capabilities, and enables future research on the nature of touch. - facebookresearch/digit360
Mesa 3.0: A major update to Python's Agent-Based Modeling library 🎉
https://www.reddit.com/r/Python/comments/1gn5q8z/mesa_30_a_major_update_to_pythons_agentbased/
https://www.reddit.com/r/Python/comments/1gn5q8z/mesa_30_a_major_update_to_pythons_agentbased/
Reddit
From the Python community on Reddit: Mesa 3.0: A major update to Python's Agent-Based Modeling library 🎉
Explore this post and more from the Python community