plano/crates/brightstaff/src/router/llm_router.rs

195 lines
6.4 KiB
Rust

use std::{collections::HashMap, sync::Arc};
use common::{
configuration::{LlmProvider, LlmRoute, ModelUsagePreference},
consts::ARCH_PROVIDER_HINT_HEADER,
};
use hermesllm::providers::openai::types::{ChatCompletionsResponse, ContentType, Message};
use hyper::header;
use thiserror::Error;
use tracing::{debug, info, warn};
use crate::router::router_model_v1::{self};
use super::router_model::RouterModel;
pub struct RouterService {
router_url: String,
client: reqwest::Client,
router_model: Arc<dyn RouterModel>,
routing_model_name: String,
llm_usage_defined: bool,
llm_provider_map: HashMap<String, LlmProvider>,
}
#[derive(Debug, Error)]
pub enum RoutingError {
#[error("Failed to send request: {0}")]
RequestError(#[from] reqwest::Error),
#[error("Failed to parse JSON: {0}, JSON: {1}")]
JsonError(serde_json::Error, String),
#[error("Router model error: {0}")]
RouterModelError(#[from] super::router_model::RoutingModelError),
}
pub type Result<T> = std::result::Result<T, RoutingError>;
impl RouterService {
pub fn new(
providers: Vec<LlmProvider>,
router_url: String,
routing_model_name: String,
) -> Self {
let providers_with_usage = providers
.iter()
.filter(|provider| provider.usage.is_some())
.cloned()
.collect::<Vec<LlmProvider>>();
let llm_routes: Vec<LlmRoute> = providers_with_usage.iter().map(LlmRoute::from).collect();
let router_model = Arc::new(router_model_v1::RouterModelV1::new(
llm_routes,
routing_model_name.clone(),
router_model_v1::MAX_TOKEN_LEN,
));
let llm_provider_map: HashMap<String, LlmProvider> = providers
.into_iter()
.map(|provider| (provider.name.clone(), provider))
.collect();
RouterService {
router_url,
client: reqwest::Client::new(),
router_model,
routing_model_name,
llm_usage_defined: !providers_with_usage.is_empty(),
llm_provider_map,
}
}
pub async fn determine_route(
&self,
messages: &[Message],
trace_parent: Option<String>,
usage_preferences: Option<Vec<ModelUsagePreference>>,
) -> Result<Option<String>> {
if !self.llm_usage_defined {
return Ok(None);
}
let router_request = self
.router_model
.generate_request(messages, &usage_preferences);
info!(
"sending request to arch-router model: {}, endpoint: {}",
self.router_model.get_model_name(),
self.router_url
);
debug!(
"arch request body: {}",
&serde_json::to_string(&router_request).unwrap(),
);
let mut llm_route_request_headers = header::HeaderMap::new();
llm_route_request_headers.insert(
header::CONTENT_TYPE,
header::HeaderValue::from_static("application/json"),
);
llm_route_request_headers.insert(
header::HeaderName::from_static(ARCH_PROVIDER_HINT_HEADER),
header::HeaderValue::from_str(&self.routing_model_name).unwrap(),
);
if let Some(trace_parent) = trace_parent {
llm_route_request_headers.insert(
header::HeaderName::from_static("traceparent"),
header::HeaderValue::from_str(&trace_parent).unwrap(),
);
}
llm_route_request_headers.insert(
header::HeaderName::from_static("model"),
header::HeaderValue::from_static("arch-router"),
);
let start_time = std::time::Instant::now();
let res = self
.client
.post(&self.router_url)
.headers(llm_route_request_headers)
.body(serde_json::to_string(&router_request).unwrap())
.send()
.await?;
let body = res.text().await?;
let router_response_time = start_time.elapsed();
let chat_completion_response: ChatCompletionsResponse = match serde_json::from_str(&body) {
Ok(response) => response,
Err(err) => {
warn!(
"Failed to parse JSON: {}. Body: {}",
err,
&serde_json::to_string(&body).unwrap()
);
return Err(RoutingError::JsonError(
err,
format!("Failed to parse JSON: {}", body),
));
}
};
if chat_completion_response.choices.is_empty() {
warn!("No choices in router response: {}", body);
return Ok(None);
}
if let Some(ContentType::Text(content)) =
&chat_completion_response.choices[0].message.content
{
let mut selected_model: Option<String> = None;
if let Some(selected_llm_name) = self.router_model.parse_response(content)? {
if selected_llm_name != "other" {
if let Some(usage_preferences) = usage_preferences {
for usage in usage_preferences {
if usage.name == selected_llm_name {
selected_model = Some(usage.model);
break;
}
}
if selected_model.is_none() {
warn!(
"Selected LLM model not found in usage preferences: {}",
selected_llm_name
);
}
} else if let Some(provider) = self.llm_provider_map.get(&selected_llm_name) {
selected_model = provider.model.clone();
} else {
warn!(
"Selected LLM model not found in provider map: {}",
selected_llm_name
);
}
}
}
info!(
"router response: {}, selected_model: {:?}, response time: {}ms",
content.replace("\n", "\\n"),
selected_model,
router_response_time.as_millis()
);
Ok(selected_model)
} else {
Ok(None)
}
}
}