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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Python Cloudflare Workers
https://blog.cloudflare.com/python-workers
Make Python DevEx
The article discusses the challenges of setting up a productive Python development environment and how using Make can help alleviate these barriers by automating the preparation of the development environment and expediting the test-driven development cycle. The author provides an example project that demonstrates how to use Make to improve the Python developer experience across multiple...
https://tech.target.com/blog/make-python-devex
Most effective way to keep a python script always "running" on a server?
https://www.reddit.com/r/learnpython/comments/1bwufah/most_effective_way_to_keep_a_python_script_always/
Lightning-AI / litgpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
https://github.com/Lightning-AI/litgpt
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/
Python Hub Weekly Digest for 2024-04-07
https://pythonhub.dev/digest/2024-04-07/
bigcode-project / starcoder2
Home of StarCoder2!
https://github.com/bigcode-project/starcoder2
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/
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/
OpenInterpreter / open-interpreter
A natural language interface for computers
https://github.com/OpenInterpreter/open-interpreter
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
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
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
rag-search
RAG Search API.
https://github.com/thinkany-ai/rag-search
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
Does anyone actually use PyPy or Cython?
https://www.reddit.com/r/Python/comments/1bs7mv1/does_anyone_actually_use_pypy_or_cython/
Python Project-Local Virtualenv Management Redux
https://hynek.me/articles/python-virtualenv-redux/
hpcaitech / Open-Sora
Open-Sora: Democratizing Efficient Video Production for All
https://github.com/hpcaitech/Open-Sora
A little guide to building Large Language Models in 2024
This is the first video of a 2 part series covering all the concepts to train a good performance LLM in 2024.
https://www.youtube.com/watch?v=2-SPH9hIKT8
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/
Reading and Writing WAV Files in Python
https://realpython.com/python-wav-files/
VoiceCraft
Zero-Shot Speech Editing and Text-to-Speech in the Wild.
https://github.com/jasonppy/VoiceCraft
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
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
"Real" anonymous functions for Python
https://lwn.net/Articles/964839/
Devika
Agentic AI Software Engineer. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.
https://github.com/stitionai/devika
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
Tracecat
The AI-native, open source alternative to Tines / Splunk SOAR.
https://github.com/TracecatHQ/tracecat
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
Distributed coroutines with a native Python extension and Dispatch
https://stealthrocket.tech/blog/distributed-coroutines-in-python/