PythonHub

Using breakpoints to explore your code This post guides Python developers on effectively utilizing breakpoints to debug and explore code execution flow. It offers practical tips and examples to leverage breakpoints for better understanding and troubleshooting of Python code. https://www.mostlypython.com/using-breakpoints-to-explore-your-code/

Python Hub Weekly Digest for 2024-04-07 https://pythonhub.dev/digest/2024-04-07/

Reading and Writing WAV Files in Python https://realpython.com/python-wav-files/

bigcode-project / starcoder2 Home of StarCoder2! https://github.com/bigcode-project/starcoder2

VoiceCraft Zero-Shot Speech Editing and Text-to-Speech in the Wild. https://github.com/jasonppy/VoiceCraft

The wrong way to speed up your code with Numba Numba can make your numeric code faster, but only if you use it right. https://pythonspeed.com/articles/slow-numba/

myshell-ai / MeloTTS High-quality multi-lingual text-to-speech library by MyShell.ai. Support English, Spanish, French, Chinese, Japanese and Korean. https://github.com/myshell-ai/MeloTTS

Django: Write-up on optimizing the system check framework The post discusses optimizations made to Django's system check framework, which had gained a reputation for being slow. The optimizations reduced the runtime of running checks on an example client project from 37ms to 18ms, a 50% reduction. https://adamj.eu/tech/2024/03/23/django-optimizing-system-checks/

OpenDevin An open-source project aiming to replicate Devin, an autonomous AI software engineer who is capable of executing complex engineering tasks and collaborating actively with users on software development projects. https://github.com/OpenDevin/OpenDevin

OpenInterpreter / open-interpreter A natural language interface for computers https://github.com/OpenInterpreter/open-interpreter

"Real" anonymous functions for Python https://lwn.net/Articles/964839/

Building a Django API for Mobile Developers A dive into the backend side of app development, focusing on building robust APIs with Django and Django Rest Framework. https://www.youtube.com/playlist?list=PLgRx2Eap1Wm2W-ozbwAZwffEwTTy8xS5g

Devika Agentic AI Software Engineer. Devika aims to be a competitive open-source alternative to Devin by Cognition AI. https://github.com/stitionai/devika

reverser_ai Provides automated reverse engineering assistance through the use of local large language models (LLMs) on consumer hardware. https://github.com/mrphrazer/reverser_ai

What's up Python? iphone support, @sealed, PYTHON_GIL=0... A summary of what happened in the Python community in march https://www.bitecode.dev/p/whats-up-python-iphone-support-sealed

lightning-thunder Make PyTorch models Lightning fast! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once. https://github.com/Lightning-AI/lightning-thunder

Tracecat The AI-native, open source alternative to Tines / Splunk SOAR. https://github.com/TracecatHQ/tracecat

rag-search RAG Search API. https://github.com/thinkany-ai/rag-search

Secure LLM Architecture - Testing LLM Guard The video explores LLM architectures, addressing security concerns and critiquing ineffective security tools. It introduces LLM Guard, an open-source tool aiming to enhance LLM security by checking inputs for malicious intent and outputs for sensitive data, demonstrated through practical examples and emphasizing the importance of output monitoring and permissions in safeguarding data. https://www.youtube.com/watch?&v=C_5KRqQrGD4

Python Poetry in 8 Minutes This video guides you through the ins and outs of managing Python virtual environments, while also introducing you to Poetry. You'll learn a host of tips and strategies to manage your projects with greater effectiveness and efficiency. https://www.youtube.com/watch?v=Ji2XDxmXSOM