rags

Build ChatGPT over your data, all with natural language.

https://github.com/run-llama/rags

Breezy

A Distributed Version Control System with a Friendly UI.

https://github.com/breezy-team/breezy

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

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

huggingface / alignment-handbook

Robust recipes for to align language models with human and AI preferences

https://github.com/huggingface/alignment-handbook

Meditron

Meditron is a suite of open-source medical Large Language Models (LLMs).

https://github.com/epfLLM/meditron

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

kanban-python

A Terminal Kanban Application written in Python to boost your productivity.

https://github.com/Zaloog/kanban-python

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

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

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/

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/

Gymbo

Gradient-based symbolic execution engine implemented from scratch.

https://github.com/Koukyosyumei/Gymbo

marker

Convert PDF to markdown quickly with high accuracy.

https://github.com/VikParuchuri/marker