Deploying Django with Kamal (mrsk)

If you just want to deploy containers on a remote machine, Kamal might be a nice addition to your toolbelt. It automates many common steps when deploying containers to one or more remote machines, without introducing the complexity of something like Kubernetes or having to use a managed service.

https://anthonynsimon.com/blog/kamal-deploy/

Processing a 250 TB dataset with Coiled, Dask, and Xarray

The authors successfully processed 250TB of geospatial cloud data in 20 minutes using Xarray, Dask, and Coiled, highlighting the challenges and optimizations involved, all while keeping the cost at approximately $25. This achievement demonstrates the feasibility of large-scale data processing, exposes scalability issues, and explores cost-efficient strategies for such tasks.

https://blog.coiled.io/blog/coiled-xarray.html

blip-caption

Generate captions for images with Salesforce BLIP.

https://github.com/simonw/blip-caption

Pyflyby

A set of productivity tools for Python.

https://github.com/deshaw/pyflyby

Medusa

Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads.

https://github.com/FasterDecoding/Medusa

Litestar

Litestar is a powerful, flexible yet opinionated ASGI framework, focused on building APIs, and offers high-performance data validation and parsing, dependency injection, first-class ORM integration, authorization primitives, and much more that's needed to get applications up and running.

https://github.com/litestar-org/litestar

How to add serverless functions to Django in 6 minutes (with HTMX and AWS Lambda)

This article discusses the integration of serverless functions with Django, highlighting how developers can leverage the benefits of serverless computing for specific tasks in a Django application. It explores the advantages of serverless architecture and provides practical insights for implementation.

https://www.photondesigner.com/articles/serverless-functions-django

PYOBD

Open source obd2 car diagnostics program.

https://github.com/barracuda-fsh/pyobd

ludwig-ai / ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

https://github.com/ludwig-ai/ludwig

Galactic

Galactic provides cleaning and curation tools for massive unstructured text datasets. It's designed to help you curate fine-tuning datasets, create document collections for retrieval-augmented generation (RAG), and even perform deduplication of web-scale datasets for LLM pre-training. This

https://github.com/taylorai/galactic

HomeHarvest

Python package for real estate scraping, supporting Zillow, Realtor.com & Redfin.

https://github.com/ZacharyHampton/HomeHarvest

llm-guard

The Security Toolkit for LLM Interactions.

https://github.com/laiyer-ai/llm-guard

neulab / prompt2model

prompt2model - Generate Deployable Models from Natural Language Instructions

https://github.com/neulab/prompt2model

EuroPython 2023 Videos

Here are all the videos for the conference, brought to you by the EuroPython 2023 Team and the EuroPython Society.

https://www.youtube.com/playlist?list=PL8uoeex94UhFcwvAfWHybD7SfNgIUBRo-

PyGraft

Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips.

https://github.com/nicolas-hbt/pygraft