Python Hub Weekly Digest for 2024-08-11
💖 Most Popular
Tracing the evolution of a Python function with git log
The article explains how to use the git log -L command to trace the evolution of a specific function in a Python file, providing a more focused view of code changes over time. It demonstrates the process using an example from the Authlib package, highlighting the importance of setting up .gitattributes for Python files and showcasing how this method can help in debugging and understandin...
Visual a* Pathfinding and Maze Generation in Python
A simply utility script which allows you to analyze your Python file
Building A Generative AI Platform
The article outlines the common components and architecture of a generative AI platform, discussing how to enhance context input, implement guardrails, add model routing and gateways, optimize with caching, and incorporate complex logic and write actions. It provides a comprehensive guide for building and scaling AI applications, emphasizing the importance of observability and orchestrat...
📖 Articles
Debugging distributed database mysteries with Rust, packet capture and Polars
Unravel a mysterious network bandwidth issue in QuestDB's primary-replica replication was identified and resolved. Learn about the tools and techniques used, including Rust for packet capture and Python with Polars for data analysis, to optimize network performance.
React + Django Ninja: Full-Stack Auth (in 15 Mins)
We'll create a full-stack application using React.js frontend and a Django REST API, using the awesome Django Ninja (Much nicer than Django REST framework), including user authentication.
LeanDojo
Theorem Proving in Lean using Language Models.
Knuckledragger, a Semi-Automated Python Proof Assistant
Visualize Execution of Python code step by step
lipku / metahuman-stream
Real time interactive streaming digital human
Python Hub Weekly Digest for 2024-08-04
Datoviz – Vulkan-based GPU scientific visualization (C/C++/Python)
⚙️ Projects
agent-zero
Agent Zero is an AI framework designed for creating general-purpose assistants capable of handling a wide range of tasks through a highly customizable and extensible system. It emphasizes dynamic learning, multi-agent cooperation, and the use of computer tools to accomplish tasks, all while being open-source and adaptable to user needs.
Dioptra
Dioptra is a software test platform for assessing the trustworthy characteristics of artificial intelligence (AI).
patchwork
Automate development gruntwork like code reviews, patching and documentation with LLM workflows.
torchchat
Run PyTorch LLMs locally on servers, desktop and mobile.
Opslane
Reducing alert fatigue for on-call engineers.
DataChain
Process and curate unstructured data using local ML models and LLM calls.
👾 Reddits
Do you feel like Python's type hinting got "stable"?
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.