use display_error_chain::DisplayErrorChain;
use gemini_rust::prelude::*;
use std::process::ExitCode;
use tracing::info;
#[tokio::main]
async fn main() -> ExitCode {
tracing_subscriber::fmt()
.with_env_filter(
tracing_subscriber::EnvFilter::builder()
.with_default_directive(tracing::level_filters::LevelFilter::INFO.into())
.from_env_lossy(),
)
.init();
match do_main().await {
Ok(()) => ExitCode::SUCCESS,
Err(e) => {
let error_chain = DisplayErrorChain::new(e.as_ref());
tracing::error!(error.debug = ?e, error.chained = %error_chain, "execution failed");
ExitCode::FAILURE
}
}
}
async fn do_main() -> Result<(), Box<dyn std::error::Error>> {
let api_key =
std::env::var("GEMINI_API_KEY").expect("GEMINI_API_KEY environment variable not set");
let client = Gemini::new(api_key)?;
info!("thinking levels example starting");
for level in [
InteractionThinkingLevel::Low,
InteractionThinkingLevel::High,
] {
info!(thinking.level = ?level, "sending request");
let interaction = client
.create_interaction()
.with_model("gemini-flash-latest")
.with_text("Explain Occam's razor and give a simple example")
.with_thinking_level(level.clone())
.with_thinking_summaries(ThinkingSummaries::Auto)
.execute()
.await?;
let thoughts: Vec<String> = interaction
.thoughts()
.iter()
.filter_map(|s| {
if let Step::Thought { summary, .. } = s {
let texts: Vec<String> = summary
.iter()
.map(|c| {
let ThoughtSummaryContent::Text { text } = c;
text.clone()
})
.collect();
Some(texts)
} else {
None
}
})
.flatten()
.collect();
for (i, thought) in thoughts.iter().enumerate() {
info!(thinking.level = ?level, thought.number = i + 1, thought = thought, "thought");
}
info!(thinking.level = ?level, answer = interaction.output_text(), "answer");
if let Some(usage) = &interaction.usage {
info!(
thinking.level = ?level,
thought_tokens = usage.total_thought_tokens,
total_tokens = usage.total_tokens,
"token usage"
);
}
}
info!("thinking levels example completed");
Ok(())
}