DataFrames at Scale Comparison: TPC-H

We run benchmarks derived from the TPC-H benchmark suite on a variety of scales, hardware architectures, and dataframe projects, notably Apache Spark, Dask, DuckDB, and Polars. No project wins. This post analyzes results within each project and between projects.

https://docs.coiled.io/blog/tpch.html

How AI Can Help Deaf People Hear

This project facilitates communication between Deaf individuals and hearing individuals who do not understand American Sign Language (ASL). It is designed to respect and preserve ASL as the primary language.

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

Rapidly creating smoke tests for Django views

A management command for quickly generating tests based off Django's URL routing mechanism.

https://daniel.feldroy.com/posts/2024-05-rapidly-creating-smoke-tests-for-django-views

Don't worry about LLMs

The post argues that while large language models (LLMs) are receiving a lot of hype, the engineering systems built around them are similar to previous machine learning systems. It advises practitioners to cut through the hype and treat LLMs as regular engineering and ML problems.

https://vickiboykis.com/2024/05/20/dont-worry-about-llms/

Elia

A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.

https://github.com/darrenburns/elia

LlamaFS

A self-organizing file system with llama 3.

https://github.com/iyaja/llama-fs

VinciGit00 / Scrapegraph-ai

Python scraper based on AI

https://github.com/VinciGit00/Scrapegraph-ai

wakepy

Cross-platform keep-awake with Python.

https://github.com/fohrloop/wakepy

The State of Django 2024

Discover the Django framework's popularity through statistics and learn the latest trends in Django development for 2024.

https://blog.jetbrains.com/pycharm/2024/06/the-state-of-django/

smbclient-ng

A fast and user friendly way to interact with SMB shares.

https://github.com/p0dalirius/smbclient-ng

Zango

Build microservices as tenants on a Django monolith. Avoid the infra & operational overheads. Scale effortlessly.

https://github.com/Healthlane-Technologies/Zango

HolmesGPT

The Open Source DevOps Assistant - solve problems twice as fast with an AI teammate.

https://github.com/robusta-dev/holmesgpt/

FineWeb: decanting the web for the finest text data at scale

The article introduces FineWeb, a Hugging Face project aimed at extracting high-quality text data from the web at scale. It highlights the methodology and tools used to ensure the gathered data is of the finest quality for training AI models, emphasizing the importance of clean and relevant text data for machine learning applications.

https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1

Build Interactive Data Apps of Scikit-learn Models Using Taipy

A low-code data pipeline interface to compare various models.

https://taipy.io/blog/build-interactive-data-apps-of-scikit-learn-models-using-taipy

modelscope / FunClip

Open-source, accurate and easy-to-use video speech recognition & clipping tool, LLM based AI clipping intergrated.

https://github.com/modelscope/FunClip

cachebox

The fastest caching Python library written in Rust.

https://github.com/awolverp/cachebox