Rust AI Function Calling - Full Tutorial (with async-openai)
Full tutorial on coding AI function calling in Rust programming. We will be using the OpenAI API, but similar approaches can be applied with Mistral, Mixtral, LLAMA, Gemini, and many other LLMs.
GitHub repo: https://github.com/jeremychone-channe...
Rust10x extension: https://rust10x.com/vscode
This video includes 6 chapters coded as examples. See below for the chapter/section markers.
00:00:00 Overview
00:01:36 C00 - Setup - Cargo.toml / dependencies
00:03:50 C00 Setup - Error.rs
00:07:11 C01 - Simple Chat
00:23:09 C02 - Tool Calls
00:34:23 C03 - Tool Responses
00:52:11 C04 - Conv refactoring
01:03:36 C05.1 - Continue refactor for schema.rs
01:14:24 C05.2 - Schema.rs and Spec
01:31:09 C05.3 - into spec params
01:46:50 C06.1 - joinset - concurrent OpenAI Request
01:51:44 C06.2 - Bonus - rpc_router state (i.e. resources)
https://rust10x.com for more production coding in Rust.
Dev Note on Rust Analzyer - [16962 - Type inlays are not clickable anymore (since 2024-03-24 release)](https://github.com/rust-lang/rust-ana...)
== Jeremy Chone:
Patreon - / jeremychone - Any help is a big help (for Rust educational content)
Twitter - / jeremychone
Discord general-rust - / discord
Discord rust10x - / discord
Rust10x - https://rust10x.com - Rust resources for production coding.
Big thanks to CrabNebula (https://crabnebula.dev/) for sponsoring this channel.
== Rust10x AI / OpenAI / Ollama
Rust OpenAI API Tutorial: • Learn Rust OpenAI API - Building AI B...
Rust Ollama Tutorial: • Rust Ollama By Examples - 4 Chapters ...
== Rust10x Web App production coding:
Episode 01: • Rust Axum Production Coding (E01 - Ru...
Episode 02: • Rust Sea-Query + SQLX + ModQL (E02 - ...
Episode 03: • Rust Workspace Production By Example ...
Episode 04: • Rust Argon 2 Password Hashing with Mu...
Episode 05.1: • Rust RPC Router - Axum/Tower/Bevy Sty...
Web Site: https://rust10x.com/web-app
GitHub: https://github.com/rust10x/rust-web-app
Discord rust10x - / discord
Patreon - / jeremychone - Any help is a big help (for Rust Production Coding educational content)
== Other
Other popular Rust Programming videos:
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Playlists:
Rust Web App Production Coding Series: • JC - Rust Production Coding - Web App...
Rust For Desktop App: • JC - Rust Programming for Desktop App
Everything Rust Programming - Tutorials, Courses, Tips, Examples: • JC - Rust - Everything Rust Programmi...
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Rust Courses: • Rust Course 2021 by the book | RustLang
Rust for Java Developers: • Rust for Java Developers
Rust10x - Coding Resources for Production Coding in Rust. ➜ https://rust10x.com
Other notes:
ScreenBrush for the green lines. (Gromit seems to be the equivalent on Linux)
Sketchapp for some graphics.
Davinci Resolve and Fusion video editing.
VSCode with Google Material icon themes (with some customization)