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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Sensei
Generate Synthetic Data Using OpenAI or MistralAI.
https://github.com/migtissera/Sensei
Better PC Cooling with Python and Grafana
https://calbryant.uk/blog/better-pc-cooling-with-python/
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
In under 5 minutes and with only 100 lines of Python code, Rohan Rao, senior solutions architect at NVIDIA, demos how large language models (LLMs) can be developed and deployed for AI chatbot applications—without needing your own GPU infrastructure.
https://www.youtube.com/watch?v=N_OOfkEWcOk
Why Python's Integer Division Floors (2010)
http://python-history.blogspot.com/2010/08/why-pythons-integer-division-floors.html
pydantic / FastUI
Build better UIs faster.
https://github.com/pydantic/FastUI
Advanced Retrieval-Augmented Generation: From Theory to LlamaIndex Implementation
How to address limitations of naive RAG pipelines by implementing targeted advanced RAG techniques in Python.
https://towardsdatascience.com/advanced-retrieval-augmented-generation-from-theory-to-llamaindex-implementation-4de1464a9930
Fanghua-Yu / SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
https://github.com/Fanghua-Yu/SUPIR
Python in Visual Studio Code – March 2024 Release
This release includes the following announcements:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-march-2024-release/
AutoPrompt
Auto Prompt is a prompt optimization framework designed to enhance and perfect your prompts for real-world use cases.
https://github.com/Eladlev/AutoPrompt
Modguard - a lightweight python tool for enforcing modular design
https://www.reddit.com/r/Python/comments/1aqtjyx/modguard_a_lightweight_python_tool_for_enforcing/
justpath
Inspect and refine PATH environment variable on both Windows and Linux.
https://github.com/epogrebnyak/justpath
Python Dependencies Are Fixable
The article critiques the current state of Python's dependency management, emphasizing the need for better defaults and user experience. Drawing parallels with Golang's successful design, the author advocates for a shift in mentality within the Pypa ecosystem to improve the default behavior of tools like Pip and suggests exploring alternatives if necessary.
https://matduggan.com/everyone-is-wrong-but-you/
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
https://github.com/karpathy/minbpe
So Google's Gemini Doesn't Like Python Programming and Sanskrit?
https://new.pythonforengineers.com/blog/so-evidently/
Sqlbind a Python library to compose raw SQL
https://github.com/baverman/sqlbind
Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More
Learn about generative models and different frameworks, investigating the production of text and visual material produced by artificial intelligence.
https://www.youtube.com/watch?v=mEsleV16qdo
X-PLUG / MobileAgent
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
https://github.com/X-PLUG/MobileAgent
Hancho – A simple and pleasant build system in ~500 lines of Python
https://github.com/aappleby/hancho
Mamba: The Hard Way
A post about Mamba, a recent neural architecture that can be roughly thought of as a modern recurrent neural network (RNN). The model works really well and is a legitimate competitor with the ubiquitous Transformer architecture. It has gotten a lot of attention.
https://srush.github.io/annotated-mamba/hard.html
JupyterLab 4.1 and Notebook 7.1 are here
JupyterLab 4.1 and Notebook 7.1 are now available! These releases include several new features, bug fixes, and enhancements for extension developers. This release is compatible with extensions supporting JupyterLab 4.0 and Notebook 7.0.
https://blog.jupyter.org/jupyterlab-4-1-and-notebook-7-1-are-here-20bfc3c10217
A Retrospective on Requests
python-requests has been around for a long time. I've been a maintainer for many years and I share some retrospective thoughts on the project.
https://blog.ian.stapletoncordas.co/2024/02/a-retrospective-on-requests
OpenBMB / MiniCPM
MiniCPM-2B: An end-side LLM outperforms Llama2-13B.
https://github.com/OpenBMB/MiniCPM
ingestr
ingestr is a CLI tool to copy data between any databases with a single command seamlessly.
https://github.com/bruin-data/ingestr
frappe / frappe
Low code web framework for real world applications, in Python and Javascript
https://github.com/frappe/frappe
Evo
DNA foundation modeling from molecular to genome scale.
https://github.com/evo-design/evo
A completely free and open-source GitHub Copilot-like Project With VS Code extension.
CodeXpert is your coding companion, providing advanced language models and a privacy-centric, open-source environment for an effortless coding experience.
https://github.com/SudoACoder/CodeXpert
Python Hub Weekly Digest for 2024-03-03
https://pythonhub.dev/digest/2024-03-03/
uv
An extremely fast Python package installer and resolver, written in Rust. Here is a
https://github.com/astral-sh/uv
Returns: Brings functional programming to Python land
https://returns.readthedocs.io/en/latest/
Note Map: Effortlessly organize, visualize and chat about textual notes. Search, chat and brainstorm ideas with ease.
https://github.com/SudoACoder/note_map