use futures::stream::StreamExt;
use molo::provider::OpenAiProvider;
use molo::tool::{SharedState, Tool, ToolError, ToolSchema};
use molo::{
BroadcastChannel, BroadcastReceiver, ChatRequest, Message, MessageChannel, Provider,
StreamEvent, ToolCall, ToolRegistry,
};
use schemars::JsonSchema;
use serde::Deserialize;
use std::io::Write;
#[derive(Debug, Deserialize, JsonSchema)]
struct NotifyArgs {
#[schemars(description = "The message to broadcast to all workers")]
message: String,
}
struct NotifyWorkersTool {
channel: BroadcastChannel,
}
#[async_trait::async_trait]
impl Tool for NotifyWorkersTool {
fn schema(&self) -> ToolSchema {
ToolSchema {
name: "notify_workers".into(),
description: "Broadcasts a message to all workers; returns success when broadcast."
.into(),
parameters: serde_json::to_value(schemars::schema_for!(NotifyArgs))
.expect("tool schema must serialize"),
}
}
async fn call(
&self,
arguments: serde_json::Value,
_state: &SharedState,
) -> Result<String, ToolError> {
let args: NotifyArgs = serde_json::from_value(arguments)?;
self.channel
.notify(&args.message)
.await
.map(|_| "Broadcast successful, all workers received the message.".to_string())
.map_err(|e| ToolError::Execution(e.to_string()))
}
}
struct Turn {
messages: Vec<Message>,
}
enum Mode {
Stream,
Chat,
}
const MAX_TOOL_ROUNDS: usize = 10;
async fn worker(name: &'static str, receiver: BroadcastReceiver) {
while let Ok(incoming) = receiver.recv().await {
println!(" [{name}] received: {}", incoming.text());
}
}
#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
dotenvy::dotenv().ok();
let base_url =
std::env::var("MOLO_BASE_URL").unwrap_or_else(|_| "https://api.openai.com/v1".to_string());
let api_key = std::env::var("MOLO_API_KEY").unwrap_or_default();
let model = std::env::var("MOLO_MODEL").unwrap_or_else(|_| "gpt-4o-mini".to_string());
let mode = match std::env::args().nth(1).as_deref() {
Some("chat") => Mode::Chat,
_ => Mode::Stream,
};
let provider = OpenAiProvider::new(base_url, api_key, model);
let broadcast = BroadcastChannel::new(16);
let worker_a = broadcast.subscribe();
let worker_b = broadcast.subscribe();
tokio::spawn(worker("worker A", worker_a));
tokio::spawn(worker("worker B", worker_b));
let mut registry = ToolRegistry::new();
registry
.register(Calculator)
.register(NotifyWorkersTool { channel: broadcast });
let tool_schemas = registry.schemas();
let mut messages = vec![Message::system(
"You are a release-coordination assistant. Use the calculator tool when \
you need to calculate; use the notify_workers tool when you need to \
notify all workers.",
)];
let mut input = String::new();
loop {
input.clear();
println!("user:");
let read = std::io::stdin().read_line(&mut input)?;
if read == 0 {
break; }
let input = input.trim();
if input.is_empty() {
continue;
}
if input == "exit" || input == "quit" {
break;
}
messages.push(Message::user(input));
let mut tool_rounds = 0;
loop {
tool_rounds += 1;
let turn = run_turn(&provider, &messages, &tool_schemas, &mode).await?;
let calls: Vec<ToolCall> = turn
.messages
.iter()
.flat_map(|m| match m {
Message::Assistant { tool_calls, .. } => tool_calls.to_vec(),
_ => Vec::new(),
})
.collect();
if calls.is_empty() {
messages.extend(turn.messages);
break;
}
if tool_rounds >= MAX_TOOL_ROUNDS {
println!("(reached max tool rounds {MAX_TOOL_ROUNDS}, stopping tool calls)");
messages.extend(turn.messages);
break;
}
messages.extend(turn.messages);
for call in calls {
println!(" → calling {}, arguments: {}", call.name, call.arguments);
let content = registry
.call(&call.name, &call.arguments, &SharedState::new())
.await
.unwrap_or_else(|e| e.to_string());
println!(" → {} returned: {content}", call.name);
messages.push(Message::ToolResult {
id: call.id,
content,
});
}
}
}
Ok(())
}
#[derive(Debug, Deserialize, JsonSchema)]
struct CalcArgs {
#[schemars(description = "The math expression to evaluate, e.g. \"1 + 2 * 3\"")]
expression: String,
}
struct Calculator;
#[async_trait::async_trait]
impl Tool for Calculator {
fn schema(&self) -> ToolSchema {
ToolSchema {
name: "calculator".into(),
description: "Evaluates a math expression; supports basic arithmetic and parentheses, e.g. \"(1 + 2) * 3\".".into(),
parameters: serde_json::to_value(schemars::schema_for!(CalcArgs))
.expect("tool schema must serialize"),
}
}
async fn call(
&self,
arguments: serde_json::Value,
_state: &SharedState,
) -> Result<String, ToolError> {
let args: CalcArgs = serde_json::from_value(arguments)?;
let value =
evalexpr::eval(&args.expression).map_err(|e| ToolError::Execution(e.to_string()))?;
Ok(value.to_string())
}
}
async fn run_turn(
provider: &OpenAiProvider,
messages: &[Message],
tools: &[ToolSchema],
mode: &Mode,
) -> Result<Turn, Box<dyn std::error::Error>> {
let request = ChatRequest {
messages: messages.to_vec(),
tools: tools.to_vec(),
..Default::default()
};
match mode {
Mode::Stream => {
let mut stream = provider.stream_chat(request).await?;
let mut text = String::new();
let mut reasoning = String::new();
let mut calls = Vec::new();
let mut prefix_printed = false;
while let Some(event) = stream.next().await {
match event? {
StreamEvent::Delta(delta) => {
if !prefix_printed {
print!("assistant: ");
std::io::stdout().flush()?;
prefix_printed = true;
}
print!("{delta}");
std::io::stdout().flush()?;
text.push_str(&delta);
}
StreamEvent::Reasoning(chunk) => reasoning.push_str(&chunk),
StreamEvent::ToolCall {
id,
name,
arguments,
} => {
calls.push(ToolCall {
id,
name,
arguments,
});
}
StreamEvent::Done { .. } => {}
_ => {}
}
}
println!();
Ok(Turn {
messages: assemble_turn(text, reasoning, calls),
})
}
Mode::Chat => {
let response = provider.chat(request).await?;
let (content, reasoning, tool_calls) = match response.message {
Message::Assistant {
content,
reasoning,
tool_calls,
} => (content, reasoning, tool_calls),
_ => unreachable!("the reply must be an Assistant message by contract"),
};
if !content.is_empty() {
println!("assistant: {content}");
}
Ok(Turn {
messages: vec![Message::Assistant {
content,
reasoning,
tool_calls,
}],
})
}
}
}
fn assemble_turn(text: String, reasoning: String, calls: Vec<ToolCall>) -> Vec<Message> {
let mut messages = Vec::new();
if !text.is_empty() || !calls.is_empty() || !reasoning.is_empty() {
messages.push(Message::Assistant {
content: text,
reasoning: (!reasoning.is_empty()).then_some(reasoning),
tool_calls: calls,
});
}
messages
}