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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

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

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

How to Use Symbolic Python to Solve and Simulate Dynamical Systems https://neil-sawhney.com/articles/dynamics-simulations/

How CPython Implements Reference Counting: Dissecting CPython Internals https://codeconfessions.substack.com/p/cpython-reference-counting-internals

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

Pipeless An open source multimedia framework to build and deploy computer perception apps in minutes without worrying about multimedia pipelines. https://github.com/miguelaeh/pipeless

The 2,500 year old history of why Python’s all([]) returns True https://blog.carlmjohnson.net/post/2020/python-square-of-opposition/

How not to sort in Python SummarySometimes you want to sort, and sometimes you just want things to stay sorted. For the ... https://www.bitecode.dev/p/how-not-to-sort-in-python

Show HN: PlotAI – Create Plots in Python and Matplotlib with LLM https://github.com/mljar/plotai

Python coming to excel https://www.reddit.com/r/Python/comments/15y6fea/python_coming_to_excel/

Python Hub Weekly Digest for 2023-08-27 https://pythonhub.dev/digest/2023-08-27/

GIL removal and the Faster CPython project https://lwn.net/Articles/939981/

Fooocus Focus on prompting and generating. https://github.com/lllyasviel/Fooocus

Weird Python "Features" That Might Catch You By Surprise From time to time, when coding, we all run into weird behaviours of the programming language. Sometimes it's a "feature" we weren't aware of, sometimes it's just quirky behaviour of the language, and sometimes it's borderline bug. Python - as any other programming language - has these eyebrows-raising quirks, so here's a list of weird Python "features" that might catch you off-guard. https://martinheinz.dev/blog/103

viberary Viberary is a search engine that recommends books based not on genre or title, but vibe by performing semantic search across a set of learned embeddings on a dataset of books from Goodreads and their metadata. https://github.com/veekaybee/viberary

Prism Prism is the easiest way to develop, orchestrate, and execute data pipelines in Python. https://github.com/runprism/prism

Practical Business Jinja A talk covering how to automate document creation using Python-docx and Jinja. https://www.youtube.com/watch?v=nFymBFcGqYk

Nemesis An offensive data enrichment pipeline. https://github.com/SpecterOps/Nemesis

AudioLDM2 Text-to-Audio/Music Generation. https://github.com/haoheliu/AudioLDM2