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SINQ
A novel, fast and high-quality quantization method designed to make any Large Language Model smaller while preserving accuracy.
https://github.com/huawei-csl/SINQ
A novel, fast and high-quality quantization method designed to make any Large Language Model smaller while preserving accuracy.
https://github.com/huawei-csl/SINQ
GitHub
GitHub - huawei-csl/SINQ: Welcome to the official repository of SINQ! A novel, fast and high-quality quantization method designed…
Welcome to the official repository of SINQ! A novel, fast and high-quality quantization method designed to make any Large Language Model smaller while preserving accuracy. - huawei-csl/SINQ
Introducing Air: A Pioneering AI-First Python Web Framework
The Air framework is a pioneering AI-first Python web framework built on FastAPI and Starlette, designed to optimize developer and AI agent productivity with features like intuitive Air Tags for HTML generation, seamless Jinja template integration, and built-in HTMX support. Inspired by frameworks like Django, Flask, and Pyramid, Air emphasizes modularity, modern developer experience, an...
https://audrey.feldroy.com/articles/2025-10-06-air-pioneering-ai-first-python-web-framework
The Air framework is a pioneering AI-first Python web framework built on FastAPI and Starlette, designed to optimize developer and AI agent productivity with features like intuitive Air Tags for HTML generation, seamless Jinja template integration, and built-in HTMX support. Inspired by frameworks like Django, Flask, and Pyramid, Air emphasizes modularity, modern developer experience, an...
https://audrey.feldroy.com/articles/2025-10-06-air-pioneering-ai-first-python-web-framework
Python 3.14's best new features
Python 3.14 introduces practical, user-friendly features such as syntax highlighting in the REPL and debugger, improved error messages with helpful suggestions, and pathlib enhancements like copy and move methods. It also adds template string literals (t-strings) for advanced string processing, deferred evaluation of annotations, new UUID versions sortable by creation time, and better co...
https://www.pythonmorsels.com/python314/
Python 3.14 introduces practical, user-friendly features such as syntax highlighting in the REPL and debugger, improved error messages with helpful suggestions, and pathlib enhancements like copy and move methods. It also adds template string literals (t-strings) for advanced string processing, deferred evaluation of annotations, new UUID versions sortable by creation time, and better co...
https://www.pythonmorsels.com/python314/
Pythonmorsels
Python 3.14's best new features
Python 3.14 includes syntax highlighting, improved error messages, enhanced support for cocurrency and parallelism, t-strings and more!
gemimg
Lightweight wrapper for generating and editing images from Gemini 2.5 Flash Image/Nano Banana.
https://github.com/minimaxir/gemimg
Lightweight wrapper for generating and editing images from Gemini 2.5 Flash Image/Nano Banana.
https://github.com/minimaxir/gemimg
GitHub
GitHub - minimaxir/gemimg: Lightweight wrapper for generating and editing images from Gemini 2.5 Flash Image/Nano Banana
Lightweight wrapper for generating and editing images from Gemini 2.5 Flash Image/Nano Banana - minimaxir/gemimg
Functions: a complete reference
This article serves as a complete reference for all the non-trivial things you should know about Python functions.
https://mathspp.com/blog/pydonts/functions-a-complete-reference
This article serves as a complete reference for all the non-trivial things you should know about Python functions.
https://mathspp.com/blog/pydonts/functions-a-complete-reference
Mathspp
Functions: a complete reference | Pydon't 🐍
This article serves as a complete reference for all the non-trivial things you should know about Python functions.
FuncToWeb
Transform any Python function into a web interface automatically.
https://github.com/offerrall/FuncToWeb
Transform any Python function into a web interface automatically.
https://github.com/offerrall/FuncToWeb
GitHub
GitHub - offerrall/FuncToWeb: Transform any Python function into a web interface automatically. Zero boilerplate
Transform any Python function into a web interface automatically. Zero boilerplate - offerrall/FuncToWeb
T-Strings: Do They Actually Make SQL Better in Python 3.14?
The video explains that t-strings are a new string format in Python 3.14 designed to help with SQL query sanitization by separating query parts and parameters for better readability and safety. While t-strings can improve managing complex queries with many parameters, for simple queries they add unnecessary complexity compared to traditional parameterized queries, making them useful main...
https://www.youtube.com/watch?v=R5ov9SbLaYc
The video explains that t-strings are a new string format in Python 3.14 designed to help with SQL query sanitization by separating query parts and parameters for better readability and safety. While t-strings can improve managing complex queries with many parameters, for simple queries they add unnecessary complexity compared to traditional parameterized queries, making them useful main...
https://www.youtube.com/watch?v=R5ov9SbLaYc
YouTube
T-Strings: Do They Actually Make SQL Better in Python 3.14?
T-Strings are one of the most talked-about features coming in Python 3.14. But what exactly are t-strings, and should you use them in your projects?
In this video, we’ll break down: (1) What t-strings are and how they work in Python, (2) how t-strings compare…
In this video, we’ll break down: (1) What t-strings are and how they work in Python, (2) how t-strings compare…
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Why Reactive Programming Hasn't Taken Off in Python (And How Signals Can Change That)
Reactive programming offers significant benefits for Python applications - it reduces bugs, simplifies complexity, and improves maintainability. Yet most Python developers avoid it. The problem isn't reactive programming itself, it's how we've been doing it. Python's reaktiv makes reactive programming as simple as spreadsheet formulas.
https://bui.app/why-reactive-programming-hasnt-taken-off-in-python-and-how-signals-can-change-that/
Reactive programming offers significant benefits for Python applications - it reduces bugs, simplifies complexity, and improves maintainability. Yet most Python developers avoid it. The problem isn't reactive programming itself, it's how we've been doing it. Python's reaktiv makes reactive programming as simple as spreadsheet formulas.
https://bui.app/why-reactive-programming-hasnt-taken-off-in-python-and-how-signals-can-change-that/
bui.app
Why Reactive Programming Hasn't Taken Off in Python (And How Signals Can Change That)
TL;DR: Reactive programming offers significant benefits for Python applications - it reduces bugs, simplifies complexity, and improves maintainability. Yet most Python developers avoid it. The problem isn't reactive programming itself, it's how we've been…
Training a Deep Learning Model for Echogram Semantic Segmentation
In this tutorial we build a deep-learning pipeline for echogram segmentation using open-source tools. Echograms are two-dimensional plots of acoustic echo intensity versus time and depth recorded using sonar instruments, in our case echosounders.
https://oceanstream.io/training-a-deep-learning-model-for-echogram-semantic-segmentation/
In this tutorial we build a deep-learning pipeline for echogram segmentation using open-source tools. Echograms are two-dimensional plots of acoustic echo intensity versus time and depth recorded using sonar instruments, in our case echosounders.
https://oceanstream.io/training-a-deep-learning-model-for-echogram-semantic-segmentation/
OceanStream
Training a Deep Learning Model for Echogram Semantic Segmentation
In this tutorial we build a deep‑learning pipeline for echogram segmentation using open‑source tools. Echograms are two‑dimensional plots of acoustic echo intensity versus time and depth recorded using sonar instruments, in our case echosounders.
Python 3.14 Is Here. How Fast Is It?
Python 3.14 delivers notable performance improvements, including up to 27% speedup in some benchmarks compared to Python 3.13, and enhanced free-threaded execution for better multithreading. The new release also adds features like syntax highlighting in the REPL and improved concurrency support.
https://blog.miguelgrinberg.com/post/python-3-14-is-here-how-fast-is-it
Python 3.14 delivers notable performance improvements, including up to 27% speedup in some benchmarks compared to Python 3.13, and enhanced free-threaded execution for better multithreading. The new release also adds features like syntax highlighting in the REPL and improved concurrency support.
https://blog.miguelgrinberg.com/post/python-3-14-is-here-how-fast-is-it
Miguelgrinberg
Python 3.14 Is Here. How Fast Is It?
In November of 2024 I wrote a blog post titled "Is Python Really That Slow?", in which I tested several versions of Python and noted the steady progress the language has been making in terms of…
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How to Level Up Your Python Logs with Structlog
This Structlog guide covers configuration context JSON output error handling and OpenTelemetry integration to make your logs a useful signal for Observability.
https://www.dash0.com/guides/python-logging-with-structlog
This Structlog guide covers configuration context JSON output error handling and OpenTelemetry integration to make your logs a useful signal for Observability.
https://www.dash0.com/guides/python-logging-with-structlog
Dash0
How to Level Up Your Python Logs with Structlog · Dash0
This Structlog guide covers configuration context JSON output error handling and OpenTelemetry integration to make your logs a useful signal for Observability