1140
News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Visualize Execution of Python code step by step
https://www.pynerds.com/visualize/
A simply utility script which allows you to analyze your Python file
https://github.com/mraza007/python-file-analyzer
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.
https://questdb.io/blog/debugging-distributed-database-mysteries-with-rust-pcap-and-polars/
patchwork
Automate development gruntwork like code reviews, patching and documentation with LLM workflows.
https://github.com/patched-codes/patchwork
torchchat
Run PyTorch LLMs locally on servers, desktop and mobile.
https://github.com/pytorch/torchchat
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...
https://nerderati.com/tracing-the-evolution-of-a-python-function-with-git-log/
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.
https://github.com/frdel/agent-zero
DataChain
Process and curate unstructured data using local ML models and LLM calls.
https://github.com/iterative/datachain
Do you feel like Python's type hinting got "stable"?
https://www.reddit.com/r/Python/comments/1ef1ym0/do_you_feel_like_pythons_type_hinting_got_stable/
DinkyDash
A family dashboard for kids.
https://github.com/caspii/dinkydash
llama-agentic-system
Agentic components of the Llama Stack APIs.
https://github.com/meta-llama/llama-agentic-system
FastHTML – Modern web applications in pure Python
https://fastht.ml/
Tea-tasting, a Python package for the statistical analysis of A/B tests
https://e10v.me/tea-tasting-analysis-of-experiments/
spipm / Depix
Recovers passwords from pixelized screenshots
https://github.com/spipm/Depix
apple / ml-4m
4M: Massively Multimodal Masked Modeling
https://github.com/apple/ml-4m
Dioptra
Dioptra is a software test platform for assessing the trustworthy characteristics of artificial intelligence (AI).
https://github.com/usnistgov/dioptra
VS Code Extensions for Python
https://www.reddit.com/r/learnpython/comments/1ejazki/vs_code_extensions_for_python/
Datoviz – Vulkan-based GPU scientific visualization (C/C++/Python)
https://github.com/datoviz/datoviz
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...
https://huyenchip.com//2024/07/25/genai-platform.html
Opslane
Reducing alert fatigue for on-call engineers.
https://github.com/opslane/opslane
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.
https://www.youtube.com/watch?v=8_yp3UqdKjk
LeanDojo
Theorem Proving in Lean using Language Models.
https://leandojo.org/
lipku / metahuman-stream
Real time interactive streaming digital human
https://github.com/lipku/metahuman-stream
Python Hub Weekly Digest for 2024-08-04
https://pythonhub.dev/digest/2024-08-04/
Implementing Instant Search with Flask and HTMX
Step-by-step guide to making an interactive search bar with Flask and HTMX.
https://differ.blog/p/implementing-instant-search-with-flask-and-htmx-2d3a5e
Beyond Hypermodern: Python is easy now
This is an article about setting up a modern Python project. It discusses using tools like Rye, Ruff, and Pyright for formatting, linting, and type checking.
https://rdrn.me/postmodern-python/
modelsmith
Python library that allows you to get structured responses in the form of Pydantic models and Python types from Anthropic, Google Vertex AI and OpenAI models
https://github.com/christo-olivier/modelsmith
A Clone of Deluxe Paint II Written in Python
https://github.com/mriale/PyDPainter
Module itertools overview
This article briefly describes the iterators available in the Python module itertools and how to use them.
https://mathspp.com/blog/module-itertools-overview
hololinked
Pythonic data acquisition which is HTTP compatible and beginner friendly
https://github.com/VigneshVSV/hololinked