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/

snakers4 / silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

https://github.com/snakers4/silero-vad

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

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/

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

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

MobileLLM

MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.

https://github.com/facebookresearch/MobileLLM

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

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/

PDF-Extract-Kit

A Comprehensive Toolkit for High-Quality PDF Content Extraction.

https://github.com/opendatalab/PDF-Extract-Kit

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

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

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

hololinked

Pythonic data acquisition which is HTTP compatible and beginner friendly

https://github.com/VigneshVSV/hololinked

apple / ml-4m

4M: Massively Multimodal Masked Modeling

https://github.com/apple/ml-4m