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How to Design a REST API That Doesn’t SUCK Learn 6 essential tips for designing a great REST API that even big companies often overlook. From following standards and maintaining consistency to writing clear documentation and simplifying integration, this video covers everything you need to create user-friendly and efficient APIs. Don't miss out on the key strategies for improving your API design! https://www.youtube.com/watch?v=SjUQLryotAk

flpc: Probably the fastest regex library for Python. Made with Rust 🦀 and PyO3 https://www.reddit.com/r/Python/comments/1dv811q/flpc_probably_the_fastest_regex_library_for/

Fast(er)API: Optimizing Processing Time A few simple tips to make your REST API go faster. https://fabridamicelli.github.io/posts/2023-07-13-optimize-fastapi.html

Annotated area charts with plotnine The plotnine visualisation library brings the Grammar of Graphics to Python. This post walks through the process of creating a customised, annotated area chart of coal production data. https://nrennie.rbind.io/blog/plotnine-annotated-area-chart

Wat – Deep inspection of Python objects https://github.com/igrek51/wat

PDF-Extract-Kit A Comprehensive Toolkit for High-Quality PDF Content Extraction. https://github.com/opendatalab/PDF-Extract-Kit

Abstract interpretation in the Toy Optimizer In this blog post, I’m going to write a small abtract interpreter for the Toy IR and then show how we can use it to do some simple optimizations. https://bernsteinbear.com/blog/toy-abstract-interpretation/

Mypy 1.11 Released Mypy is a static type checker for Python. This release includes new features, performance improvements and bug fixes. https://mypy-lang.blogspot.com/2024/07/mypy-111-released.html

Treescope: Interactive HTML visualization library for Python neural networks https://github.com/google-deepmind/treescope

Python Hub Weekly Digest for 2024-07-28 https://pythonhub.dev/digest/2024-07-28/

MobileLLM MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024. https://github.com/facebookresearch/MobileLLM

Transcribing Audio with Python on Your Local Machine If you don't want to pay for a service to transcribe your audio, you can generate it easily on your own machine with a little setup. Here's how. https://www.jeremymorgan.com/tutorials/generative-ai/how-to-transcribe-audio

kaskade kaskade is a text user interface for kafka, which allows you to interact and consume topics from your terminal in style! https://github.com/sauljabin/kaskade

Python Practical Package Packing 2024 https://matt.sh/python-project-structure-2024

Resource management and generators in Python The article explores resource management and cleanup behavior in Python generators, highlighting unexpected issues when generators are not fully consumed. It demonstrates various scenarios, including the use of context managers and the finally clause, to ensure proper cleanup and resource management in generator functions. https://samgeo.codes/python-generator-cleanup/

MervinPraison / PraisonAI PraisonAI application combines AutoGen and CrewAI or similar frameworks into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent collaboration. Chat with your ENTIRE Codebase. https://github.com/MervinPraison/PraisonAI

snakers4 / silero-vad Silero VAD: pre-trained enterprise-grade Voice Activity Detector https://github.com/snakers4/silero-vad

Build a search index in Python How can search engines be so fast? While there are many parts of a search system, one of the key concepts to know is the inverted index. https://jamesg.blog/2024/07/16/build-a-search-index/

Finding Simple Rewrite Rules for the JIT with Z3 https://www.pypy.org/posts/2024/07/finding-simple-rewrite-rules-jit-z3.html

exo Run your own AI cluster at home with everyday devices. https://github.com/exo-explore/exo