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- Python Weekly (Issue 684 January 23 2025)
Python Weekly (Issue 684 January 23 2025)
Rahul Chaudhary
January 23, 2025
Welcome to issue 684 of Python Weekly. Let's get straight to the links this week.
From Our Sponsor
Join our exclusive technical session to level up your Python application permissions! Learn how to transition from hardcoded access control to scalable, debuggable fine-grained authorization with Oso.
Articles, Tutorials and Talks
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.
Installing packages with pip can be slow. Learn some ways to speed it up.
A step-by-step guide to connecting your Django app’s OpenTelemetry setup to an Elastic observability backend.
The post recounts a debugging journey involving TensorRT and a Vision Transformer model producing unexpected results during a version upgrade. It details dissecting the model layer by layer and exploring Torch internals to identify the issue.
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.
This study explores how processing git commits more granularly allows for hiding irrelevant lines and reviewing less code. SPONSOR
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.
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.
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.
Learn how to analyze and predict Bitcoin prices using time series analysis in Python.
Interesting Projects, Tools, and Libraries
Explore common agent recipes with ready to copy code to improve your LLM applications.
isd (interactive systemd) — a better way to work with systemd units.
The LLM Evaluation Framework.
A Self-adaptation Framework that adapts LLMs for unseen tasks in real-time!
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.
Training Large Language Model to Reason in a Continuous Latent Space.
Rapid AI Prototyping and Dataset Collaboration Tool.
Tiny vision language model.
The Digital Being Framework for Autonomous Agents.
MicroPie is an ultra-micro Python web framework that gets out of your way.
Upcoming Events and Webinars
Aaron Soellinger will guide attendees through the key components of constructing voice agent pipelines from scratch. Learn how to kickstart your first voice agent using off-the-shelf tools and gain valuable insights into practical pipeline integration. Designed for Pythonistas eager to explore the intersection of AI and voice technology, this talk is a must-attend for innovators.
There will be a talk, Python + Vector Databases.
There will be following talks
Rapid impact assessment of the 2024 Spanish floods
Intro to Encryption: A Friendly Tour of Python Cryptography Library
There will be following talks
Using Python to Help Optimize AAA Games
Making the Most of Pre-Trained AI: Practical Approaches to Black-Box Testing
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