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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.
https://github.com/microsoft/TaskWeaver
How many lines of C it takes to execute a + b in Python
https://codeconfessions.substack.com/p/cpython-dynamic-dispatch-internals
weaviate / Verba
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
https://github.com/weaviate/Verba
marker
Convert PDF to markdown quickly with high accuracy.
https://github.com/VikParuchuri/marker
Gymbo
Gradient-based symbolic execution engine implemented from scratch.
https://github.com/Koukyosyumei/Gymbo
Python Hub Weekly Digest for 2023-12-10
https://pythonhub.dev/digest/2023-12-10/
CPython Object System Internals: Understanding the Role of PyObject
Understand how objects are implemented in CPython and how CPython emulates Inheritance and Polymorphism in C using struct embedding.
https://codeconfessions.substack.com/p/cpython-object-system-internals-understanding
kanban-python
A Terminal Kanban Application written in Python to boost your productivity.
https://github.com/Zaloog/kanban-python
Announcing the Flask Mega-Tutorial, 2024 Edition
Today I'm super-excited to share that I have made available a major update to the Flask ...
http://blog.miguelgrinberg.com/post/announcing-the-flask-mega-tutorial-2024-edition
huggingface / alignment-handbook
Robust recipes for to align language models with human and AI preferences
https://github.com/huggingface/alignment-handbook
autometrics-py
Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.
https://github.com/autometrics-dev/autometrics-py
rags
Build ChatGPT over your data, all with natural language.
https://github.com/run-llama/rags
Rust std fs slower than Python
https://xuanwo.io/2023/04-rust-std-fs-slower-than-python/
Show HN: Python-Type-Challenges, master Python typing with online exercises
https://python-type-challenges.zeabur.app/
Building a Bootstrap styled form in vanilla Django
In this post, David Smith explores creating a Bootstrap-styled form in vanilla Django without relying on third-party packages. He discusses customizing form widgets, adding CSS classes, and creating a custom field template.
https://smithdc.uk/blog/2023/bootstrap_form_in_vanilla_django
Deep Dive Into the State Design Pattern in Python
https://www.youtube.com/watch?v=5OzLrbk82zY
DataStack
Datastack is an open-source framework that enables you to easily build real-time web apps, internal tools, dashboards, weekend projects, data entry forms, or prototypes using just Python—no frontend experience required.
https://github.com/data-stack-hub/DataStack
NetworkX – Network Analysis in Python
https://networkx.org/
Using Polars in a Pandas world
Pandas has far more third-party integrations than Polars. Learn how to use those libraries with Polars dataframes.
https://pythonspeed.com/articles/polars-pandas-interopability/
Django 5.0 released
The Django team is happy to announce the release of Django 5.0.
The release notes
cover a deluge of ...
https://www.djangoproject.com/weblog/2023/dec/04/django-50-released/
Flask-Muck
Flask-Muck is a batteries-included framework for automatically generating RESTful APIs with Create, Read, Update and Delete (CRUD) endpoints in a Flask/SqlAlchemy application stack.
https://github.com/dtiesling/flask-muck
A simple WebSocket benchmark in Python
https://lemire.me/blog/2023/11/28/a-simple-websocket-benchmark-in-python
Meditron
Meditron is a suite of open-source medical Large Language Models (LLMs).
https://github.com/epfLLM/meditron
Running Python Parallel Applications with Sub Interpreters
Python 3.12 introduced a new API for “sub interpreters”, which are a different parallel execution model for Python that provide a nice compromise between the true parallelism of multiprocessing, but with a much faster startup time. This post will explain what a sub interpreter is, why it’s important for parallel code execution in Python and how it compares with other approaches.
https://tonybaloney.github.io/posts/sub-interpreter-web-workers.html
Breezy
A Distributed Version Control System with a Friendly UI.
https://github.com/breezy-team/breezy
Python, Asyncio and Footguns
https://ryanc118.medium.com/python-asyncio-and-footguns-8ebdb4409122
LMQL — SQL for Language Models
https://towardsdatascience.com/lmql-sql-for-language-models-d7486d88c541
Skyfield: Elegant Astronomy for Python
https://rhodesmill.org/skyfield/
Subtitle
Open-source subtitle generation for seamless content translation.
https://github.com/innovatorved/subtitle