Crate is_it_slop 

is-it-slop

A fast and accurate AI text detector built with Rust.

Supports multiple platforms including macOS (Apple Silicon), Linux, and Windows.

This crate provides tools to classify whether text was written by AI or a human, using a machine learning model based on TF-IDF features and ONNX runtime inference.

Quick Start

use is_it_slop::Predictor;

let predictor = Predictor::new();

// Get raw probabilities
let result = predictor.predict("Some text to analyze")?;
println!(
    "AI probability: {:.2}%",
    result.prediction.ai_probability() * 100.0
);

// Or get a classification directly
let class = predictor.classify("Some text to analyze")?;
println!("Classification: {:?}", class);

Custom Threshold

use is_it_slop::Predictor;

// Use a custom threshold (default is [`CLASSIFICATION_THRESHOLD`])
let predictor = Predictor::new().with_threshold(0.7);
let class = predictor.classify("Some text")?;

Batch Processing

use is_it_slop::Predictor;

let predictor = Predictor::new();
let texts = vec!["First text", "Second text", "Third text"];
let predictions = predictor.predict_batch(&texts)?;

Re-exports

pub use model::MODEL_VERSION;

pub use pipeline::AggregationMethod;

pub use pipeline::Classification;

pub use pipeline::Prediction;

pub use pipeline::UnifiedPrediction;

Modules

cli

CLI module for the is-it-slop text classification tool.

model

Model artifact loading and global state management.

pipeline

Inference pipeline for AI text detection.

Structs

Predictor

Builder struct for configuring and running predictions.