auto-rust is an experimental project that aims to automatically generate Rust code with LLM (Large Language Models) during compilation, utilizing procedural macros.

Related tags

Command-line ai gpt-3 openai-api gpt-4 llm ai-functions autogpt
Overview

Auto Rust

auto-rust is an experimental project that aims to automatically generate Rust code with LLM (Large Language Models) during compilation, utilizing procedural macros.

⚠️ Warning

Please note that Auto-Rust is currently under development and is not yet suitable for production use. While you are welcome to try it out and provide feedback, we caution that it may have an incomplete implementation and may not function as intended.

Installation

[dependencies]
auto-rust = "0.1.0"

You need to create a .env file in the root of your project with the following content:

OPENAI_API_KEY=<your-openai-api-key>

Example

use auto_rust::auto_implement;

#[auto_implement]
#[doc = "This function calculates if the input is a valid email address without use regex."]
fn is_email(input: String) -> bool {
    todo!()
}

fn main() {
    let result = is_email("bregyminsky.cc".to_string());
    println!("result: {}", result);
}

Limitations

  • LLMs are non-deterministic. If you don't get what you want from the first attempt - iterate, experiment with it.
  • Actually, the context is limited by whatever code is in your function definition, no knowledge of project structure or other files.
  • The extension doesn't add imports when new dependencies are introduced in the created code.

Contributing

Contributions are welcome. Feel free to open an issue if you have any questions or want to suggest an improvement.

You might also like...
An ultra-fast CLI app that fixes JSON files in large codebase or folders

minosse An ultra fast CLI app that fixes json files in large codebase or folders USAGE: minosse [OPTIONS] input-dir FLAGS: -h, --help Prints

Antonino Bertulla 5 Oct 17, 2022
Codemod - Codemod is a tool/library to assist you with large-scale codebase refactors that can be partially automated but still require human oversight and occasional intervention

Codemod - Codemod is a tool/library to assist you with large-scale codebase refactors that can be partially automated but still require human oversight and occasional intervention. Codemod was developed at Facebook and released as open source.

Meta Archive 4k Dec 29, 2022
Framework for large distributed pipelines
Framework for large distributed pipelines

Rain Rain is an open-source distributed computational framework for processing of large-scale task-based pipelines. Rain aims to lower the entry barri

Substantic 705 Dec 27, 2022
A creator library for procedural 2D noises and patterns in Rust.
A creator library for procedural 2D noises and patterns in Rust.

A curated list of common 2D noises and patterns in computer graphics. Mostly taken from implementations on Shadertoy. All implementations are under th

Markus Moenig 3 Nov 14, 2022
A command-line tool to generate a list of required missing Android OS Project blobs.

aosp-missing-blobs aosp-missing-blobs is a nifty tool to identify required blobs (.so) that are missing from AOSP ROM builds, and to show which existi

Josh 176 Dec 16, 2022
Utility library for some Lenovo IdeaPad laptops. Supports IdeaPad Intel and AMD Models (15IIL05 and 15ARE05)

ideapad A Rust utility library for some Lenovo IdeaPad specific functionality. A Fair Warning This crate calls raw ACPI methods, which on the best cas

ALinuxPerson 2 Aug 31, 2022
command line tools for coprolite research (paleontology and archaeology): estimate the producer's body mass based on coprolite diameter by the use of regression models
command line tools for coprolite research (paleontology and archaeology): estimate the producer's body mass based on coprolite diameter by the use of regression models

OVERVIEW OF COPROSIZE coprosize employs power, exponential and cubic regression models allowing to estimate the producer's body mass based on coprolit

Piotr Bajdek 7 Nov 25, 2022
Core Fiberplane data models and methods for transforming them (templates, providers, markdown conversion)

fiberplane This repository is a monorepo for Rust code that is used throughout Fiberplane's product. Overview base64uuid - A utility for working with

Fiberplane 18 Feb 22, 2023
Striving to create a great Application with full functions of learning languages by ChatGPT, TTS, STT and other awesome AI models
Striving to create a great Application with full functions of learning languages by ChatGPT, TTS, STT and other awesome AI models

Striving to create a great Application with full functions of learning languages by ChatGPT, TTS, STT and other awesome AI models, supports talking, speaking assessment, memorizing words with contexts, Listening test, so on.

null 155 Apr 20, 2023
Comments
  • Implement a runtime version for `auto-implement`

    Implement a runtime version for `auto-implement`

    Create a runtime version for auto-implement, this must to use a one different method to calculate the response of the function. The main idea is create a macro that implement a "compiled query" to code to invoke OpenAI API at runtime stage, we can capture the input nature at compilation time and calculate the output based on the input at runtime time. I think a good starter point is read and explore the marvin's implementation: https://github.com/PrefectHQ/marvin/blob/35582ba2142d2fb6826e97416e7f0afc84d4c721/src/marvin/ai_functions/base.py

    opened by bregydoc 0
Owner
Minsky
Our goal is to promote the research, development, and use of open technologies in an accessible way for the majority of society.
Minsky
GitHub https://crates.io/crates/auto-rust
git-cliff can generate changelog files from the Git history by utilizing conventional commits as well as regex-powered custom parsers.⛰️

git-cliff can generate changelog files from the Git history by utilizing conventional commits as well as regex-powered custom parsers. The changelog template can be customized with a configuration file to match the desired format.

Orhun Parmaksız 5k Jan 9, 2023
Projects worked on during Juno Code and Chill sessions.

Juno Code and Chill projects These projects are created during Juno "Code and Chill" session in the Juno discord. Project Description cw721-piggy-bank

Junø 6 May 2, 2023
A diff-based data management language to implement unlimited undo, auto-save for games, and cloud-apps which needs to retain every change.

Docchi is a diff-based data management language to implement unlimited undo, auto-save for games, and cloud-apps which needs to save very often. User'

juzy 21 Sep 19, 2022
An uncluttered blackboard, ideal for simple sketches during online meetings

lavagna It's a blackboard, not a lasagna. Lavagna is a "no frills" blackboard, ideal for simple sketches during online meetings. You have just a black

Alessandro Pezzato 6 Dec 15, 2022
Cost saving K8s controller to scale down and up of resources during non-business hours

Kube-Saver Motivation Scale down cluster nodes by scaling down Deployments, StatefulSet, CronJob, Hpa during non-business hours and save $$, but if yo

Mahesh Rayas 5 Aug 15, 2022
it aims to augment git with primitives to build integrated, cryptographically verifiable collaboration workflows around source code

it aims to augment git with primitives to build integrated, cryptographically verifiable collaboration workflows around source code. It maintains the distributed property of git, not requiring a central server. it is transport agnostic, and permits data dissemination in client-server, federated, as well as peer-to-peer network topologies.

Kim Altintop 4 Jan 16, 2023
🚀 Yet another repository management with auto-attaching profiles.

?? ghr Yet another repository management with auto-attaching profiles. ?? Motivation ghq is the most famous solution to resolve stress of our reposito

Naoki Ikeguchi 29 Dec 2, 2022
The auto-managed -sys crate for Apple platforms using bindgen directly from build environment

apple-sys Apple platforms have a rather monotonous programming environment compared to other platforms. On several development machines, we will depen

Jeong, YunWon 34 Apr 17, 2023
Mac App/CLI that automatically adds project logos to your locally cloned GitHub repos

Download the app Automatically adds project logos to your locally cloned GitHub repos. Youtube Video This repository contains the source code for the

Sam Denty 365 Dec 25, 2022
Unwrap Macros to help Clean up code and improve production.

unwrap_helpers Unwrap Macros to help Clean up code and improve production. This does include a pub use of https://github.com/Mrp1Dev/loop_unwrap to ga

Ascending Creations 2 Nov 1, 2021