PythonHub Logo Python Hub Weekly Digest for 2023-10-08

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💖 Most Popular

Python 3.12

Asyncio Coroutines Faster Than Threads!?
In this tutorial, you will discover whether coroutines really are faster than threads, or not, given a suite of benchmarks.

Show HN: Magentic – Use LLMs as simple Python functions

facebookresearch / nougat
Implementation of Nougat Neural Optical Understanding for Academic Documents

78% MNIST accuracy using GZIP in under 10 lines of code.

📖 Articles

stanfordnlp / dspy
DSPy: The framework for programming with foundation models

Building A RisingWave Connector for Django ORM
Ever wanted to connect a streaming database to Django ORM. Learn how with Django and RisingWave.

I built an AI doctor with ChatGPT - Full Clinical Experience
The software is designed to test artificial intelligence's ability to perform patient intake, chart notes, and offer investigative and diagnostic aid. However, it is important to note that this software has NOT been tested, validated, or approved by the Food and Drug Administration (FDA) or any other regulatory body for medical devices.

KillianLucas / open-interpreter
OpenAI's Code Interpreter in your terminal, running locally

So you want to expose a database? - An exploration of automated API generation

Small and Speedy: Lightning fast search with Flask, htmx and Airtable (No React required).

Seaborn Confusion Matrix: How to Plot and Visualize in Python
Master the art of data visualization with Seaborn confusion matrix plotting. Evaluate model performance like a pro.

Starting on Software Bill-of-Materials (SBOM) for CPython

spcl / graph-of-thoughts
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

Keep content managers’ Django admin access up-to-date with role-based permissions

Is GPT Engineer Actually Useful?

pythex is a quick way to test your Python regular expressions.

OpenBMB / ChatDev
Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

Python Hub Weekly Digest for 2023-10-01

⚙️ Projects

PyMilo provides a way to export pre-trained machine learning models. This makes it possible to use the models in other environments, transfer them across different platforms, and share them with others.

local-first semantic code search engine.

FastStream is a powerful and easy-to-use Python framework for building asynchronous services that interact with event streams such as Apache Kafka and RabbitMQ.

A high performance Python graph library implemented in Rust.

Automated pipeline for medical intake, diagnosis, tests, etc.

👾 Reddits

Flask 3.0.0 Released

Who's using asyncio?

What mistakes do bad python developers make?

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