sentiment_classifier.rs

use rig::providers::openai;
use schemars::JsonSchema;
use serde::{Deserialize, Serialize};

#[derive(Debug, Deserialize, JsonSchema, Serialize)]
/// An enum representing the sentiment of a document
enum Sentiment {
    Positive,
    Negative,
    Neutral,
}

#[derive(Debug, Deserialize, JsonSchema, Serialize)]
struct DocumentSentiment {
    /// The sentiment of the document
    sentiment: Sentiment,
}

#[tokio::main]
async fn main() {
    // Create OpenAI client
    let openai_client = openai::Client::from_env();

    // Create extractor
    let data_extractor = openai_client
        .extractor::<DocumentSentiment>("gpt-4")
        .build();

    let sentiment = data_extractor
        .extract("I am happy")
        .await
        .expect("Failed to extract sentiment");

    println!("GPT-4: {:?}", sentiment);
}