Quickly count tokens in Large Language Models (LLMs) like Gemini and Gemma using Rust. This efficient method avoids slow network calls, leveraging the `tokenizers` crate for local processing. The code example demonstrates token counting with minimal dependencies, even handling `aarch64` architecture challenges. Get started with fast, local token counting now!
Add syntax highlighting to your Markdown files using Rust's pulldown-cmark and syntect libraries. This tutorial shows you how to parse Markdown, target code blocks, integrate syntect for highlighting, and optimize for performance with practical examples and best practices, resulting in styled HTML output.
Speed up your Rust development workflow in VS Code! This guide tackles the frustrating issue of unnecessary dependency recompilation with `rust-analyzer`, explaining why it happens and offering effective solutions, including configuring a separate target directory for `cargo check` to drastically reduce build times. Learn how to optimize your settings for a smoother coding experience.
Efficiently manage heterogenous collections in Rust using enums, traits, or the `Any` type. Learn the tradeoffs of each approach, from stack vs. heap allocation to accessing specific methods, and discover how to reduce boilerplate with procedural macros for optimal code structure.
Generate musical notes on a Raspberry Pi Pico using C/C++ or Rust. Learn to control PWM frequency and duty cycle for precise sound output. Example code demonstrates playing "Twinkle Twinkle Little Star," covering frequency calculation and clock divider techniques for optimal sound reproduction within the human hearing range.