Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

Why write ten lines of code when one will do? From magic variable swaps to high-speed data counting, these Python snippets will transform your code.

Finding the right book can make a big difference, especially when you’re just starting out or trying to get better. We’ve ...

The pandas team has released pandas 3.0.0, a major update that changes core behaviors around string handling, memory ...

Fate works in mysterious ways, bringing together two people who are meant to be with each other. East Asian folklore refers to this phenomenon as the ‘red thread of fate’ or, as popular culture ...

The language is expressive enough to represent a wide variety of string manipulation tasks that end-users struggle with. We describe an algorithm based on several novel concepts for synthesizing a ...

“Robert” and “Bob” refer to the same first name but are textually far apart. Traditional string similarity functions do not allow a flexible way to account for such synonyms, abbreviations and aliases ...

We already have A2A server example in .NET. We can re-use it for A2A testing on Python, but it would be nice to have an example of A2A server in Python to be able to test and run A2A-related examples ...

Hello! I'm a dreamer focusing on high-load distributed systems and low-level engineering. I mainly code in Rust and Python ...

Learning Python often begins with a simple yet powerful exercise: printing “Hello, World!” to the screen. This one-liner doesn’t just display text—it’s your first step toward mastering Python ...