Asyncio, twisted, tornado, gevent walk into a bar...

SummaryConcurrency has a lot to do with sharing one resource, and Python has dedicated tools to ...

https://www.bitecode.dev/p/asyncio-twisted-tornado-gevent-walk

Understanding Immortal Objects in Python 3.12: A Deep Dive into Python Internals

A detailed examination of Python 3.12's internal changes featuring the concept of 'immortal' objects, for performance enhancements

https://codeconfessions.substack.com/p/understanding-immortal-objects-in

facefusion

Next generation face swapper and enhancer.

https://github.com/facefusion/facefusion

hegelai / prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

https://github.com/hegelai/prompttools

How to implement CommandBus in Python

CommandBus is a communication mechanism used to decouple the sender of a command from its handler or executor. It is a part of the Command Pattern and is commonly used in applications that follow the CQRS (Command Query Responsibility Segregation) pattern or other similar architectural styles. This article provides a comprehensive guide on implementing the CommandBus in Python

https://blog.szymonmiks.pl/p/how-to-implement-commandbus-in-python/

Composition over inheritance: The case for function-based views

The author shares some of his thoughts re. function- vs class-based views in Django.

https://406.ch/writing/composition-over-inheritance-the-case-for-function-based-views/

Fixit 2: Meta’s next-generation auto-fixing linter

Fixit is dead! Long live Fixit 2 – the latest version of our open-source auto-fixing linter. Fixit 2 allows developers to efficiently build custom lint rules and perform auto-fixes for their codebases.

https://engineering.fb.com/2023/08/07/developer-tools/fixit-2-linter-meta/

seamless_communication

SeamlessM4T is designed to provide high quality translation, allowing people from different linguistic communities to communicate effortlessly through speech and text.

https://github.com/facebookresearch/seamless_communication

Structuring your Infrastructure as Code

The author proposes a layered approach to IaC, with each layer representing a different aspect of your infrastructure. This approach makes it easy to isolate changes to different parts of your infrastructure, and to reuse code across different environments.

https://leebriggs.co.uk/blog/2023/08/17/structuring-iac

karpathy / llama2.c

Inference Llama 2 in one file of pure C

https://github.com/karpathy/llama2.c

A Comprehensive Guide to Python Logging with Structlog

Structlog is an open-source logging tool for Python known for its simple API, performance, and quality of life features. This tutorial explores the essential aspects of Structlog.

https://betterstack.com/community/guides/logging/structlog/

AttackGen

AttackGen is a cybersecurity incident response testing tool that leverages the power of large language models and the comprehensive MITRE ATT&CK framework. The tool generates tailored incident response scenarios based on user-selected threat actor groups and your organization's details.

https://github.com/mrwadams/attackgen

pykoi

pykoi is an open-source python library for LLMs providing a unified interface for data & feedback collection, RLHF, and model comparisons.

https://github.com/CambioML/pykoi

Jupyter Kernel Architecture

How Jupyter executes, inspects, completes and debug code.

https://www.romaglushko.com/blog/jupyter-kernel-architecture/

Dara

Dara is a dynamic application framework designed for creating interactive web apps with ease, all in pure Python.

https://github.com/causalens/dara

OpenCopilot

Build and embed open-source AI Copilots into your product with ease.

https://github.com/opencopilotdev/opencopilot