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19X faster response time Lincoln Loop optimized a large publishing platform's database performance. Overall, the database performance increased 19 times. https://lincolnloop.com/insights/optimizing-response-time-19x-faster/

PyGraft Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips. https://github.com/nicolas-hbt/pygraft

I made a transformer by hand (no training!) https://vgel.me/posts/handmade-transformer/

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-

Python 3.12.0 release candidate 3 now available https://pythoninsider.blogspot.com/2023/09/python-3120-release-candidate-3-now.html

neulab / prompt2model prompt2model - Generate Deployable Models from Natural Language Instructions https://github.com/neulab/prompt2model

llm-guard The Security Toolkit for LLM Interactions. https://github.com/laiyer-ai/llm-guard

HomeHarvest Python package for real estate scraping, supporting Zillow, Realtor.com & Redfin. https://github.com/ZacharyHampton/HomeHarvest

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

ludwig-ai / ludwig Low-code framework for building custom LLMs, neural networks, and other AI models https://github.com/ludwig-ai/ludwig

PYOBD Open source obd2 car diagnostics program. https://github.com/barracuda-fsh/pyobd

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

Shshsh is a bridge connects Python and shell https://github.com/zqqqqz2000/shshsh

Why does Python Code Run Faster in a Function? https://www.reddit.com/r/Python/comments/16mskc9/why_does_python_code_run_faster_in_a_function/

Python Hub Weekly Digest for 2023-09-24 https://pythonhub.dev/digest/2023-09-24/

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

Medusa Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads. https://github.com/FasterDecoding/Medusa

Pyflyby A set of productivity tools for Python. https://github.com/deshaw/pyflyby

blip-caption Generate captions for images with Salesforce BLIP. https://github.com/simonw/blip-caption

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