PythonHub

ingestr ingestr is a CLI tool to copy data between any databases with a single command seamlessly. https://github.com/bruin-data/ingestr

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

frappe / frappe Low code web framework for real world applications, in Python and Javascript https://github.com/frappe/frappe

Modguard - a lightweight python tool for enforcing modular design https://www.reddit.com/r/Python/comments/1aqtjyx/modguard_a_lightweight_python_tool_for_enforcing/

Evo DNA foundation modeling from molecular to genome scale. https://github.com/evo-design/evo

justpath Inspect and refine PATH environment variable on both Windows and Linux. https://github.com/epogrebnyak/justpath

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 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/

Python Hub Weekly Digest for 2024-03-03 https://pythonhub.dev/digest/2024-03-03/

minbpe Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization. https://github.com/karpathy/minbpe

uv An extremely fast Python package installer and resolver, written in Rust. Here is a https://github.com/astral-sh/uv

So Google's Gemini Doesn't Like Python Programming and Sanskrit? https://new.pythonforengineers.com/blog/so-evidently/

Returns: Brings functional programming to Python land https://returns.readthedocs.io/en/latest/

Sqlbind a Python library to compose raw SQL https://github.com/baverman/sqlbind

Note Map: Effortlessly organize, visualize and chat about textual notes. Search, chat and brainstorm ideas with ease. https://github.com/SudoACoder/note_map

Owl https://github.com/OwlAIProject/Owl

OS-Copilot An self-improving embodied conversational agent seamlessly integrated into the operating system to automate our daily tasks. https://github.com/OS-Copilot/FRIDAY

explodinggradients / ragas Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines https://github.com/explodinggradients/ragas

Using IPython Jupyter Magic Commands to Improve the Notebook Experience A post on creating a custom IPython Jupyter Magic command. https://towardsdatascience.com/using-ipython-jupyter-magic-commands-to-improve-the-notebook-experience-f2c870cab356

Let's build the GPT Tokenizer The Tokenizer, essential for Large Language Models (LLMs), translates between strings and tokens, operating as a distinct stage with separate training sets and algorithms. This lecture builds the GPT series Tokenizer from scratch, uncovering peculiar behaviors in LLMs linked to tokenization. We explore these issues, attributing them to tokenization, and consider the ideal scenario of eli... https://www.youtube.com/watch?v=zduSFxRajkE