PythonHub

semantic-router Semantic Router is a superfast decision layer for your LLMs and agents. Rather than waiting for slow LLM generations to make tool-use decisions, we use the magic of semantic vector space to make those decisions — routing our requests using semantic meaning. https://github.com/aurelio-labs/semantic-router

Declarative GUI for Python https://www.reddit.com/r/Python/comments/18mdpig/declarative_gui_for_python/

MotionCtrl A Unified and Flexible Motion Controller for Video Generation. https://github.com/TencentARC/MotionCtrl

Fontimize: Subset Fonts to Exactly and Only Your Website's Used Characters Fontimize is a Python library that enables the creation of font subsets containing only the specific glyphs needed for text or HTML, thereby reducing the initial download size of websites and optimizing bandwidth usage. https://daveon.design/introducing-fontimize-subset-fonts-to-exactly-and-only-your-websites-used-characters.html

Committing without git https://matheustavares.gitlab.io/posts/committing-without-git

Fastest Way to Read Excel in Python Reading 500K rows in less than 4 seconds. https://hakibenita.com/fast-excel-python

Fine Tuning Python WSGI and ASGI applications for Flask, Django, and FastAPI In this post, the focus is on examining best practices for configuring Python web servers such as Gunicorn, Uvicorn, and Hypercorn. The architecture of the components between Python code and users will be summarized, and verification methods like load testing will be discussed to ensure the configuration can withstand user traffic. https://tonybaloney.github.io/posts/fine-tuning-wsgi-and-asgi-applications.html

LLMs and Programming in the first days of 2024 http://antirez.com/news/140

falco Enhance your Django developer experience: CLI and Guides for the Modern Django Developer. https://github.com/tobi-de/falco

mixtral-offloading Run Mixtral-8x7B models in Colab or consumer desktops. https://github.com/dvmazur/mixtral-offloading

UForm Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and video, up to 5x faster than OpenAI CLIP and LLaVA. https://github.com/unum-cloud/uform

Portable Efficient Assembly Code-Generator in Higher-Level Python (PeachPy) https://github.com/Maratyszcza/PeachPy

How to make LLMs go fast This post is a long and wide-ranging survey of a bunch of different ways to make LLMs go brrrr, from better hardware utilization to clever decoding tricks. https://vgel.me/posts/faster-inference

AutoGluon-TimeSeries : Creating Powerful Ensemble Forecasts - Complete Tutorial Amazon's framework for time-series forecasting has it all. https://aihorizonforecast.substack.com/p/autogluon-timeseries-creating-powerful

An Introduction to Coding In Rust for Pythonistas This video explores coding with Rust for the first time, diving into its cool features and drawing comparisons with Python. https://www.youtube.com/watch?v=MoqtsYLGCC4

Paracelsus Paracelsus generates Entity Relationship Diagrams by reading your SQLAlchemy models. https://github.com/tedivm/paracelsus

run-llama / llama_index LlamaIndex (formerly GPT Index) is a data framework for your LLM applications https://github.com/run-llama/llama_index

Python Gotcha: Modifying a list while iterating Python makes it easy to modify a list while you are iterating through it's elements. This will bite you. Read on to find out how and what can be done about it. https://andrewwegner.com/python-gotcha-modify-list-while-iterating.html

Jake Effortlessly create and deploy your own one-link website on GitHub. https://github.com/thevahidal/jake

outlines-dev / outlines Guided Text Generation https://github.com/outlines-dev/outlines