1140
News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Rip – Rust crate to resolve and install Python packages
https://prefix.dev/blog/introducing_rip
SolidGPT
Chat with your code repository to get Generate Product Requirement Document and Code Plan base on private project.
https://github.com/AI-Citizen/SolidGPT
Llemma
An open language model for mathematics.
https://github.com/EleutherAI/math-lm
Practical AI: HuggingFace Transformers and Diffusers for Beginners
This presentation provides a straightforward overview of the HuggingFace Transformers and Diffusers libraries. Aimed at those without a deep understanding of AI or ML, we’ll focus on practical, hands-on applications. We conclude by setting up a Flask app that generates AI images, demonstrating how these tools can be used to create useful applications.
https://www.youtube.com/watch?v=rK02eXm3mfI
Building Custom Middleware in FastAPI
In this article you’ll see how to build custom middleware, enabling you to extend the functionality of your APIs in unique ways by building function-based and class-based middleware to modify request and response objects to suit your need and to handle rate limiting. You’ll also see how to write test cases and the best practices to follow.
https://semaphoreci.com/blog/custom-middleware-fastapi
I'm banned for life from advertising on Meta. Because I teach Python.
https://lerner.co.il/2023/10/19/im-banned-for-life-from-advertising-on-meta-because-i-teach-python/
Django Day Copenhagen 2023 Videos
The videos of the talks from the fourth edition of Django Day Copenhagen are now available.
https://www.youtube.com/playlist?list=PLEpW1LzVyQWgtT_i_IlUmx2FSP2jHcroX
OpenAgents
An Open Platform for Language Agents in the Wild.
https://github.com/xlang-ai/OpenAgents
Are you using types in Python ?
https://www.reddit.com/r/Python/comments/17dpmll/are_you_using_types_in_python/
Why can't python develop another version of python that is "compiled" instead of interpreted which is similar to c/c++ but the syntax still look like python syntax.
https://www.reddit.com/r/learnpython/comments/1791tnm/why_cant_python_develop_another_version_of_python/
Interesting developers to follow?
https://www.reddit.com/r/Python/comments/174bfdt/interesting_developers_to_follow/
streaming-llm
Efficient Streaming Language Models with Attention Sinks.
https://github.com/mit-han-lab/streaming-llm
genai-stack
This GenAI application stack will get you started building your own GenAI application in no time. The demo applications can serve as inspiration or as a starting point.
https://github.com/docker/genai-stack
LeptonAI
A Pythonic framework to simplify AI service building.
https://github.com/leptonai/leptonai
torch2jax
Run PyTorch in JAX.
https://github.com/samuela/torch2jax
MemGPT
Teaching LLMs memory management for unbounded context.
https://github.com/cpacker/MemGPT
ZenNotes
Windows Notepad Replacement with Translation, TTS, and much more!
https://github.com/rohankishore/ZenNotes
Do Functions Make Design Patterns Obsolete?
In this video, we will demonstrate that functions do not render design patterns obsolete in Python. The developer community has been engaged in extensive discussions on this topic. To illustrate this perspective, we will examine several common design patterns and present an alternative approach using functions.
https://www.youtube.com/watch?v=vzTrLpxPF54
Show HN: Pypipe – A Python command-line tool for pipeline processing
https://github.com/bugen/pypipe
Python 3.13.0 alpha 1
https://pythoninsider.blogspot.com/2023/10/python-3130-alpha-1-is-now-available.html
Python 3.11 vs Python 3.12 – performance testing
This article describes the performance testing results of Python 3.12 compared to Python 3.11. A total of 91 various benchmark tests were conducted on computers with the AMD Ryzen 7000 series and the 13th-generation of Intel Core processors for desktops, laptops or mini PCs.
https://en.lewoniewski.info/2023/python-3-11-vs-python-3-12-performance-testing/
So, what is your favorite new feature in Python 3.12?
https://www.reddit.com/r/Python/comments/17a00xf/so_what_is_your_favorite_new_feature_in_python_312/
ExecuTorch
End-to-end solution for enabling on-device AI across mobile and edge devices for PyTorch models.
https://github.com/pytorch/executorch
Python Hub Weekly Digest for 2023-10-22
https://pythonhub.dev/digest/2023-10-22/
LLM-scientific-feedback
Can large language models provide useful feedback on research papers? A large-scale empirical analysis.
https://github.com/Weixin-Liang/LLM-scientific-feedback
RealtimeSTT
A robust, efficient, low-latency speech-to-text library with advanced voice activity detection, wake word activation and instant transcription. Designed for real-time applications like voice assistants.
https://github.com/KoljaB/RealtimeSTT
Gsplat: CUDA accelerated rasterization of gaussians with Python bindings
https://docs.gsplat.studio/
swiss_army_llama
A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
https://github.com/Dicklesworthstone/swiss_army_llama
aiwaves-cn / agents
An Open-source Framework for Autonomous Language Agents
https://github.com/aiwaves-cn/agents
Python in Visual Studio Code – October 2023 Release
This release includes the following announcements:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-october-2023-release/