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name = "rust-llm-agent" version = "0.1.0" -edition = "2024" +edition = "2021" [dependencies] +# Асинхронный runtime +tokio = { version = "1.38", features = ["full"] } + +# HTTP-клиент +reqwest = { version = "0.12", features = ["json"] } + +# Сериализация / Десериализация JSON +serde = { version = "1.0", features = ["derive"] } +serde_json = "1.0" + +# Парсинг аргументов CLI (флаги --session-id и т.д.) +clap = { version = "4.5", features = ["derive"] } \ No newline at end of file diff --git a/src/main.rs b/src/main.rs index e7a11a9..a24c39b 100644 --- a/src/main.rs +++ b/src/main.rs @@ -1,3 +1,114 @@ -fn main() { - println!("Hello, world!"); +use clap::Parser; +use serde_json::json; +use std::io::{self, Write}; +use tokio::io::{AsyncBufReadExt, BufReader}; + +/// CLI-утилита для взаимодействия с LLM в рамках указанной сессии +#[derive(Parser, Debug)] +#[command(author, version, about, long_about = None)] +struct Args { + /// Идентификатор сессии/беседы (на будущее для VK peer_id) + #[arg(short, long, default_value = "default_session")] + session_id: String, + + /// URL OpenAI-совместимого эндпоинта (vLLM / llama.cpp / Ollama) + #[arg( + short, + long, + default_value = "http://localhost:11434/v1/chat/completions" + )] + api_url: String, + + /// Название модели (для Ollama/vLLM) + #[arg(m_flag, short, long, default_value = "qwen2.5-coder")] + model: String, } + +/// Функция отправки Stateless-запроса к LLM +async fn send_llm_request( + client: &reqwest::Client, + api_url: &str, + model: &str, + user_message: &str, +) -> Result> { + let payload = json!({ + "model": model, + "messages": [ + { + "role": "user", + "content": user_message + } + ], + "temperature": 0.7 + }); + + let response = client.post(api_url).json(&payload).send().await?; + + if !response.status().is_success() { + let status = response.status(); + let error_text = response.text().await?; + return Err(format!("API вернул ошибку [{status}]: {error_text}").into()); + } + + let res_body: serde_json::Value = response.json().await?; + + if let Some(content) = res_body["choices"][0]["message"]["content"].as_str() { + Ok(content.to_string()) + } else { + Err(format!("Не удалось вытащить текст ответа из JSON: {res_body}").into()) + } +} + +#[tokio::main] +async fn main() { + let args = Args::parse(); + let client = reqwest::Client::new(); + + println!("=================================================="); + println!(" LLM CLI Agent (Stage 1)"); + println!(" Session ID: {}", args.session_id); + println!(" API URL: {}", args.api_url); + println!(" Model: {}", args.model); + println!("=================================================="); + println!("Введите сообщение и нажмите Enter. Для выхода наберите 'exit' или 'quit'.\n"); + + let stdin = tokio::io::stdin(); + let mut reader = BufReader::new(stdin); + + loop { + print!("[Session: {}] > ", args.session_id); + io::stdout().flush().unwrap(); + + let mut input = String::new(); + let bytes_read = reader.read_line(&mut input).await.unwrap_or(0); + + if bytes_read == 0 { + break; // EOF (Ctrl+D) + } + + let trimmed_input = input.trim(); + + if trimmed_input.is_empty() { + continue; + } + + if trimmed_input.eq_ignore_ascii_case("exit") + || trimmed_input.eq_ignore_ascii_case("quit") + { + println!("Завершение работы."); + break; + } + + print!("[Ожидание ответа от LLM...]\r"); + io::stdout().flush().unwrap(); + + match send_llm_request(&client, &args.api_url, &args.model, trimmed_input).await { + Ok(reply) => { + println!("\r[LLM]: {}\n", reply); + } + Err(e) => { + eprintln!("\r[Ошибка]: {}\n", e); + } + } + } +} \ No newline at end of file