Gemini API Integration

use rig::{
    completion::Prompt,
    providers::gemini::{self, completion::gemini_api_types::GenerationConfig},
};
#[tracing::instrument(ret)]
#[tokio::main]
 
async fn main() -> Result<(), anyhow::Error> {
    tracing_subscriber::fmt()
        .with_max_level(tracing::Level::DEBUG)
        .with_target(false)
        .init();
 
    // Initialize the Google Gemini client
    let client = gemini::Client::from_env();
 
    // Create agent with a single context prompt
    let agent = client
        .agent(gemini::completion::GEMINI_1_5_PRO)
        .preamble("Be creative and concise. Answer directly and clearly.")
        .temperature(0.5)
        // The `GenerationConfig` utility struct helps construct a typesafe `additional_params`
        .additional_params(serde_json::to_value(GenerationConfig {
            top_k: Some(1),
            top_p: Some(0.95),
            candidate_count: Some(1),
            ..Default::default()
        })?) // Unwrap the Result to get the Value
        .build();
 
    tracing::info!("Prompting the agent...");
 
    // Prompt the agent and print the response
    let response = agent
        .prompt("How much wood would a woodchuck chuck if a woodchuck could chuck wood? Infer an answer.")
        .await;
 
    tracing::info!("Response: {:?}", response);
 
    match response {
        Ok(response) => println!("{}", response),
        Err(e) => {
            tracing::error!("Error: {:?}", e);
            return Err(e.into());
        }
    }
 
    Ok(())
}

use rig::providers::gemini;
use rig::Embed;
 
#[derive(Embed, Debug)]
struct Greetings {
    #[embed]
    message: String,
}
 
#[tokio::main]
async fn main() -> Result<(), anyhow::Error> {
    // Initialize the Google Gemini client
    // Create OpenAI client
    let client = gemini::Client::from_env();
 
    let embeddings = client
        .embeddings(gemini::embedding::EMBEDDING_001)
        .document(Greetings {
            message: "Hello, world!".to_string(),
        })?
        .document(Greetings {
            message: "Goodbye, world!".to_string(),
        })?
        .build()
        .await
        .expect("Failed to embed documents");
 
    println!("{:?}", embeddings);
 
    Ok(())
}