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

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

rag-search

RAG Search API.

https://github.com/thinkany-ai/rag-search

Tracecat

The AI-native, open source alternative to Tines / Splunk SOAR.

https://github.com/TracecatHQ/tracecat

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

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

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

Devika

Agentic AI Software Engineer. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

https://github.com/stitionai/devika

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

OpenInterpreter / open-interpreter

A natural language interface for computers

https://github.com/OpenInterpreter/open-interpreter

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

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/

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

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/

VoiceCraft

Zero-Shot Speech Editing and Text-to-Speech in the Wild.

https://github.com/jasonppy/VoiceCraft

bigcode-project / starcoder2

Home of StarCoder2!

https://github.com/bigcode-project/starcoder2

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/

Can GPT Optimize My Taxes?

The post describes a web application that uses GPT-4 and the tenforty Python library to allow users to input tax scenarios and receive optimized tax calculations and recommendations. The application aims to provide a more flexible and personalized tax advisory experience compared to traditional tax software.

https://finedataproducts.com/posts/2024-03-10-tax-scenarios-with-ai/