Python Hub Weekly Digest for 2025-02-02
This week in Python, KenobiDB, a document-based data store abstraction built on Python's sqlite3, gained popularity. An interesting article discussed deploying a Django project with Coolify, a self-hostable Heroku/Netlify/Vercel alternative. There were also insightful pieces on anomaly detection in time series data and Bitcoin price pattern analysis using Python. Notable projects included Pippin, a framework for autonomous agents, and MatterGen, a generative model for inorganic materials design. Wishing you a good week and happy coding!
đź’– Most Popular
KenobiDB
KenobiDB is a document-based data store abstraction built on Python’s sqlite3, offering a simple and efficient way to manage JSON-like data.
Coolify your Django project
Coolify is an open-source & self-hostable Heroku / Netlify / Vercel alternative. In this article, learn how to deploy a Django project with coolify in your own VPS or virtual machine.
Leviathan
A lightning-fast Zig-powered event loop for Python's asyncio.
bytedance / monolith
A Lightweight Recommendation System
microsoft / PromptWizard
Task-Aware Agent-driven Prompt Optimization Framework
đź“– Articles
Anomaly Detection in Time Series
Learn how to detect anomalies in time series data using different detection models. Explore our step-by-step guide with code examples for various applications.
Bitcoin Price Patterns: A Time Series Analysis in Python
Learn how to analyze and predict Bitcoin prices using time series analysis in Python.
Agent Recipes
Explore common agent recipes with ready to copy code to improve your LLM applications.
Ruff: Python linter and code formatter written in Rust
Embedding Python in Rust (for tests)
The article discusses embedding Python in Rust for testing purposes, using PyO3 to create a test runner that executes Python tests and exposes Rust functions to Python code. It covers building Python from source, setting up a Rust project with PyO3, running Python code within Rust, and demonstrates how to create complex interfaces between Rust and Python, including handling dynamic types.
What is OpenTelemetry and how to add it to your Django application
A step-by-step guide to connecting your Django app’s OpenTelemetry setup to an Elastic observability backend.
Push notifications without a mobile app: an experiment (with Django)
The article explores the use of web push notifications combined with Progressive Web Apps (PWAs) as an alternative to mobile apps for enhancing user engagement. It provides implementation guidance, UX design considerations, and a live demo, showcasing the feasibility of delivering seamless notifications without requiring dedicated mobile apps.
Django & Redis - Vary Headers to Control Caching Behavior
In this video, we'll learn about caching with Vary Headers, allowing pages to be cached where the content depends on some dynamic data, for example an authenticated user or a language.
Enigma Cipher Machine: An Object Oriented Python Implementation
Python Hub Weekly Digest for 2025-01-26
kyegomez / swarms
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.gg/jM3Z6M9uMq
I Created ErisForge, a Python Library for Abliteration of LLMs
⚙️ Projects
Pippin
The Digital Being Framework for Autonomous Agents.
DeepEval
The LLM Evaluation Framework.
Coconut
Training Large Language Model to Reason in a Continuous Latent Space.
Kiln
Rapid AI Prototyping and Dataset Collaboration Tool.
TangoFlux
Super Fast and Faithful Text to Audio Generation with Flow Matching.
stable-codec
A family of state-of-the-art Transformer-based audio codecs for low-bitrate high-quality audio coding.
isd
isd (interactive systemd) — a better way to work with systemd units.
self-adaptive-llms
A Self-adaptation Framework that adapts LLMs for unseen tasks in real-time!
MatterGen
MatterGen is a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property constraints.
MicroPie
MicroPie is an ultra-micro Python web framework that gets out of your way.
đź‘ľ Reddits
Any reason to NOT use Pyright?
Open Source Load Testing with Locust: 13 years, 60 million downloads later
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.