use mistralai_client::v1::{ chat::{ChatMessage, ChatParams}, client::Client, constants::Model, tool::{Function, Tool, ToolChoice}, }; use serde::Deserialize; use std::any::Any; #[derive(Debug, Deserialize)] struct GetCityTemperatureArguments { city: String, } struct GetCityTemperatureFunction; #[async_trait::async_trait] impl Function for GetCityTemperatureFunction { async fn execute(&self, arguments: String) -> Box { let GetCityTemperatureArguments { city } = serde_json::from_str(&arguments).unwrap(); let temperature = match city.as_str() { "Paris" => "20°C", _ => "Unknown city", }; Box::new(temperature.to_string()) } } fn main() { let tools = vec![Tool::new( "get_city_temperature".to_string(), "Get the current temperature in a city.".to_string(), serde_json::json!({ "type": "object", "properties": { "city": { "type": "string", "description": "The name of the city." } }, "required": ["city"] }), )]; // This example suppose you have set the `MISTRAL_API_KEY` environment variable. let mut client = Client::new(None, None, None, None).unwrap(); client.register_function( "get_city_temperature".to_string(), Box::new(GetCityTemperatureFunction), ); let model = Model::mistral_small_latest(); let messages = vec![ChatMessage::new_user_message( "What's the temperature in Paris?", )]; let options = ChatParams { temperature: Some(0.0), random_seed: Some(42), tool_choice: Some(ToolChoice::Auto), tools: Some(tools), ..Default::default() }; client.chat(model, messages, Some(options)).unwrap(); let temperature = client .get_last_function_call_result() .unwrap() .downcast::() .unwrap(); println!("The temperature in Paris is: {}.", temperature); // => "The temperature in Paris is: 20°C." }