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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Map Machine: Python renderer for OpenStreetMap with custom icons
https://github.com/enzet/map-machine
Django: An admin extension to prevent state leaking between requests
Here’s a small protection I added to a project a few years ago. I was considering it again since I saw a similar potential bug in a Django middleware.
https://adamj.eu/tech/2024/04/29/django-admin-prevent-leaking-requests/
A Beginner’s Guide to Vector Embeddings
In this article, we’ll examine vector embeddings in depth, including the types of vector embeddings, how neural networks create them, how vector embeddings work, and how you can create embeddings for your data.
https://www.timescale.com/blog/a-beginners-guide-to-vector-embeddings/
TagStudio
A file and photo management application and system.
https://github.com/TagStudioDev/TagStudio
Sleepsort: Sorting while sleeping
The post introduces the "sleepsort" algorithm, a quirky sorting method that utilizes thread sleep times to sort integers in ascending order. It provides a playful yet insightful exploration of the algorithm's functionality and limitations.
https://animeshchouhan.com/posts/sleepsort
TypeIs does what I thought TypeGuard would do in Python
The article discusses the differences between the TypeGuard and TypeIs type annotations in Python. It explains that TypeIs has more intuitive behavior compared to TypeGuard, especially when dealing with union types, and recommends using TypeIs over TypeGuard in most cases.
https://rednafi.com/python/typeguard_vs_typeis/
Patching requests for fun and (concurrent) profit
Because life is too short to spam calls to SSLCTXloadverifylocations().
https://blog.borrego.dev/entries/patching-requests-for-fun-and-concurrent-profit.html
Local LLM-as-judge evaluation with lm-buddy, Prometheus and llamafile
This post examines how different software components came together to allow LLM-as-judge evaluation without the need for expensive GPUs. All the components were built with and chosen for their user control, open source nature, and interoperability.
https://blog.mozilla.ai/local-llm-as-judge-evaluation-with-lm-buddy-prometheus-and-llamafile
Python Hub Weekly Digest for 2024-05-05
https://pythonhub.dev/digest/2024-05-05/
Learn to use Websockets with Django by building your own ChatGPT
Everything you need to know about websockets to use them in your applications, with Django, channels, and HTMX.
https://www.saaspegasus.com/guides/django-websockets-chatgpt-channels-htmx/
I accidentally built a meme search engine
Or: how to learn about clip/siglip and vector encoding images.
https://harper.blog/2024/04/12/i-accidentally-built-a-meme-search-engine
Pydantic 2.7 released: the fastest version yet
It finally integrates jiter, a high speed JSON parser
https://github.com/pydantic/pydantic/releases/tag/v2.7.0
PySheets – Spreadsheet UI for Python
https://pysheets.app/
BeyondLLM
Build, evaluate and observe LLM apps.
https://github.com/aiplanethub/beyondllm
meta-llama / codellama
Inference code for CodeLlama models
https://github.com/meta-llama/codellama
tach
A Python tool to enforce a modular, decoupled package architecture.
https://github.com/Never-Over/tach
LMDeploy
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
https://github.com/InternLM/lmdeploy
torchtitan
A native PyTorch Library for large model training.
https://github.com/pytorch/torchtitan
How to Build a Crystal Image Search App with Vector Search
A demonstration of how to build an application to store and query data on crystals and precious stones using Astra DB. Built with RAGStack, this web app leverages the CLIP model to provide multi-modal search to retrieve data on all kinds of crystals.
https://www.datastax.com/blog/building-a-generative-ai-crystal-image-search-app-with-vector-search
Doriandarko / maestro
A framework for Claude Opus to intelligently orchestrate subagents.
https://github.com/Doriandarko/maestro
WebLlama
Llama-3 agents that can browse the web by following instructions and talking to you.
https://github.com/McGill-NLP/webllama
cohere-toolkit
Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.
https://github.com/cohere-ai/cohere-toolkit
Asyncio Coroutine Object Methods in Python
We can define coroutine methods on custom Python objects. This allows methods on custom Python objects to use async/await syntax, such as awaiting other coroutines and tasks and allows the custom coroutine methods themselves to be awaited within our asyncio programs. In this tutorial, you will discover how to define object methods as coroutines.
https://superfastpython.com/asyncio-coroutine-methods/
Django from first principles
Many people don't realize you can start a Django project with a single file. This series walks through the process of building a simple but non-trivial project by starting with a single file. The project only expands to additional files when it makes sense to move code out of the main file. By the end of the series, we'll have a project with a structure similar to what's generated by sta...
https://www.mostlypython.com/django-from-first-principles-2/
CoreNet
A library for training deep neural networks by Apple.
https://github.com/apple/corenet
Data Bonsai: a Python package to clean your data with LLMs
https://github.com/databonsai/databonsai
Python Big O: Time complexities of different data structures in Python
https://www.pythonmorsels.com/time-complexities/
Hashquery, a Python library for defining reusable analysis
https://hashquery.dev/
jxnl / instructor
structured outputs for llms
https://github.com/jxnl/instructor
anthropic-cookbook
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
https://github.com/anthropics/anthropic-cookbook