PythonHub

How the Python Dataframe Interchange Protocol Makes Life Better In this article, we answer three questions about the Python Dataframe Interchange Protocol: What it is + what problems it solves; how it works; and how extensively it's been adopted. https://ponder.io/how-the-python-dataframe-interchange-protocol-makes-life-better/

Towards a new SymPy: Part 1 - Outline This first post will outline the structure of the foundations of a computer algebra system (CAS) like SymPy, describe some problems SymPy currently has and what can be done to address them. Then subsequent posts will focus in more detail on particular components and the work that has been done and what should be done in the future. https://oscarbenjamin.github.io/blog/czi/post1.html

FlagOpen / FlagEmbedding Open-source Embeddings https://github.com/FlagOpen/FlagEmbedding

How to Use Apple Vision Framework via PyObjC for Text Recognition THis article discusses how to use the Vision framework via PyObjC, which allows you to use Objective-C frameworks from Python. The Vision framework is a machine learning framework that can be used to perform tasks such as face detection, object detection, and text recognition. https://yasoob.me/posts/how-to-use-vision-framework-via-pyobjc/

Show HN: Kr8s a batteries-included Python client library for Kubernetes https://github.com/kr8s-org/kr8s

The easy way to concurrency and parallelism with Python stdlib https://www.bitecode.dev/p/the-easy-way-to-concurrency-and-parallelism

Vector Embeddings Tutorial – Create an AI Assistant with GPT-4 & Natural Language Processing Learn about vector embeddings and how to use them in your machine learning and artificial intelligence projects. Learn how to create an AI assistant with vector embeddings. https://www.youtube.com/watch?v=yfHHvmaMkcA

Prompt flow Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring. https://github.com/microsoft/promptflow

Is FastAPI overtaking popularity from Django? https://www.reddit.com/r/Python/comments/16f9ou2/is_fastapi_overtaking_popularity_from_django/

WhatsApp-Llama Finetune a LLM to speak like you based on your WhatsApp Conversations. https://github.com/Ads-cmu/WhatsApp-Llama/

pai A Python REPL with a built in AI agent and code generation. https://github.com/AlexWiles/pai

How We're Building AI Search Engines using LLM Embeddings Demo and explanation of how to use the Python sentence-transformers library to generate, store, and query LLM embeddings using the Django ORM and pgvector. This video demonstrates a prototype application that enables "AI-powered search" for job descriptions using an unstructured, English-language description of a job seeker. https://www.youtube.com/watch?v=ZCPUmC37HLU

Introducing flake8-logging This article introduces flake8-logging, a Flake8 plugin that helps you to improve the logging in your Python code. Flake8 is a linter that checks Python code for errors and style violations. flake8-logging extends Flake8 by adding rules for checking logging code. https://adamj.eu/tech/2023/09/07/introducing-flake8-logging/

When to use classes in Python? When you repeat the same functions In this article, we look at another heuristic for using classes in Python, with examples from real-world code, and some things to keep in mind. https://death.andgravity.com/same-functions

Visualizing the CPython Release Process https://sethmlarson.dev/security-developer-in-residence-weekly-report-9

How to model a following system similar to Twitter and Instagram with Python and Django https://uhtred.dev/insights/how-to-model-a-following-system-similar-to-twitter-and-instagram-with-python-and-django

Vanna Personalized AI SQL Agent. https://github.com/vanna-ai/vanna

LiteLLM Call all LLM APIs using the OpenAI format Anthropic, Huggingface, Cohere, TogetherAI, Azure, OpenAI, etc. https://github.com/BerriAI/litellm

textual-web Run TUIs and terminals in your browser. https://github.com/Textualize/textual-web

django-send-sms Send SMS from Django application using any SMS service provider just writing a single line of code. https://github.com/hizbul25/django-send-sms