use display_error_chain::DisplayErrorChain;
use gemini_rust::prelude::*;
use serde_json::json;
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!("advanced interaction example starting");
let calc_tool = InteractionTool::function(
"calculate",
"Perform a mathematical calculation",
json!({
"type": "object",
"properties": {
"operation": { "type": "string", "description": "The operation: add, subtract, multiply, divide" },
"a": { "type": "number" },
"b": { "type": "number" }
},
"required": ["operation", "a", "b"]
}),
);
let interaction = client
.create_interaction()
.with_model("gemini-flash-latest")
.with_text("What is 42 times 12?")
.with_system_instruction(
"You are a helpful math assistant. Use the calculate tool for arithmetic.",
)
.with_tool(calc_tool)
.with_temperature(0.7)
.with_max_output_tokens(1000)
.with_thinking_level(InteractionThinkingLevel::Low)
.with_thinking_summaries(ThinkingSummaries::Auto)
.with_stop_sequences(vec!["END".to_string()])
.execute()
.await?;
for step in &interaction.steps {
match step {
Step::Thought { summary, .. } => {
for content in summary {
let ThoughtSummaryContent::Text { text } = content;
info!(thought = text, "thought");
}
}
Step::FunctionCall {
name, arguments, ..
} => {
info!(function = name, args = %arguments, "function call");
}
Step::ModelOutput { content, .. } => {
for c in content {
if let InteractionContent::Text { text, .. } = c {
info!(output = text, "model output");
}
}
}
_ => {}
}
}
if let Some(usage) = &interaction.usage {
info!(
input_tokens = usage.total_input_tokens,
output_tokens = usage.total_output_tokens,
thought_tokens = usage.total_thought_tokens,
total_tokens = usage.total_tokens,
"token usage"
);
}
info!("advanced interaction example completed");
Ok(())
}