Error Handling: From Charles Babbage to Python 3.11

This talk introduces the new error handling features of Python 3.11, while placing them within their historical perspective.

https://www.youtube.com/watch?v=rKBKHVvXuUI

OpenAgent

OpenAgent is a library of modular components and an orchestration framework. Inspired by a microservices approach, it gives developers all the components they need to build robust, stable & reliable AI applications and experimental autonomous agents.

https://github.com/dot-agent/openagent

Containerized PDF Summarizer with FastAPI and Hamilton

A quick guide to building a PDF Summarizer (using OpenAI) with Hamilton, FastAPI and Streamlit.

https://blog.dagworks.io/p/containerized-pdf-summarizer-with

Shell-AI

Shell-AI (shai) is a CLI utility that brings the power of natural language understanding to your command line. Simply input what you want to do in natural language, and shai will suggest single-line commands that achieve your intent.

https://github.com/ricklamers/shell-ai

Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

Throughout this course, you will complete hands-on projects will help you learn how to harness LLMs for your own projects. You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.

https://www.youtube.com/watch?v=xZDB1naRUlk

GPU-Accelerated, Deterministic ML Dev Environments with Docker and CUDA

A Better Way to Build Your AI Enhanced Project.

https://www.makeartwithpython.com/blog/developing-machine-learning-applications/

VisionScript

A high-level programming language for using computer vision.

https://github.com/capjamesg/visionscript

nl2query

A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.

https://github.com/Chirayu-Tripathi/nl2query

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/