PythonHub

volcengine / MineContext MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse） https://github.com/volcengine/MineContext

Valori – A Python-native Vector Database I built from scratch https://news.ycombinator.com/item?id=45864900

You’re Passing Way Too Many Arguments (and How to Fix It) The video explains how the Context Object Pattern helps reduce repeated function arguments by grouping related data into a single object, simplifying function signatures and improving maintainability. It also discusses the trade-offs, like increased coupling, and suggests using Python protocols to keep code decoupled and testable, recommending context objects mainly for higher-level func... https://www.youtube.com/watch?v=UG5jbLReDiM

google-gemini / computer-use-preview https://github.com/google-gemini/computer-use-preview

DeepInverse A PyTorch library for solving imaging inverse problems using deep learning. https://github.com/deepinv/deepinv

amplifier Automate complex workflows by describing how you think through them. https://github.com/microsoft/amplifier

Hypothesis: Property-Based Testing for Python https://hypothesis.readthedocs.io/en/latest/

droidrun / droidrun https://github.com/droidrun/droidrun

spipm / Depixelization_poc Depix is a PoC for a technique to recover plaintext from pixelized screenshots. https://github.com/spipm/Depixelization_poc

Reduino Write Arduino code in pure Python. Reduino transpiles Python scripts into efficient Arduino C++ and uploads automatically. A simple, intuitive way to control sensors, LEDs, and actuators without touching C++. https://github.com/Jackhammer9/Reduino

Nano-vLLM A lightweight vLLM implementation built from scratch. https://github.com/GeeeekExplorer/nano-vllm

langchain-ai / deepagents https://github.com/langchain-ai/deepagents

Reliable Django Signals Using background tasks to reliability execute signal receivers. https://hakibenita.com/django-reliable-signals

Pipelex Pipelex is developing the open standard for repeatable AI workflows. Write business logic, not API calls. https://github.com/Pipelex/pipelex

hyperliquid-dex / hyperliquid-python-sdk SDK for Hyperliquid API trading with Python. https://github.com/hyperliquid-dex/hyperliquid-python-sdk

Build Real-Time Knowledge Graph for Documents with LLM https://cocoindex.io/docs/examples/knowledge-graph-for-docs

Why is Python's OrderedDict ordered? https://www.piglei.com/articles/en-why-is-python-ordereddict-ordered/

Python Tutorial: Build a Django CRM from Scratch with Google Contacts, TimescaleDB Analytics & More The video is a comprehensive tutorial on building a Django CRM from scratch, integrating Google Contacts syncing, time-series analytics with TimescaleDB, and production-ready automation using modern Python tools. It covers everything from setting up the Django project, implementing OAuth authentication, managing database models and relationships, to visualizing analytics with Chart.js an... https://www.youtube.com/watch?v=zNyURLG9LIs

usestrix / strix ✨ Open-source AI hackers for your apps 👨🏻‍💻 https://github.com/usestrix/strix

10 Smart Performance Hacks For Faster Python Code Learn practical optimization hacks, from data structures to built-in modules, that boost speed, reduce overhead, and keep your Python code clean. https://blog.jetbrains.com/pycharm/2025/11/10-smart-performance-hacks-for-faster-python-code/