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Original file line number | Diff line number | Diff line change |
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use anyhow::Result; | ||
use async_trait::async_trait; | ||
use reqwest::Client; | ||
use serde_json::Value; | ||
use std::time::Duration; | ||
|
||
use super::base::{ConfigKey, Provider, ProviderMetadata, ProviderUsage, Usage}; | ||
use super::errors::ProviderError; | ||
use super::formats::openai::{create_request, get_usage, response_to_message}; | ||
use super::utils::{emit_debug_trace, get_model, handle_response_openai_compat, ImageFormat}; | ||
use crate::message::Message; | ||
use crate::model::ModelConfig; | ||
use mcp_core::tool::Tool; | ||
|
||
pub const KLUSTER_DEFAULT_MODEL: &str = "deepseek-ai/DeepSeek-R1"; | ||
pub const KLUSTER_KNOWN_MODELS: &[&str] = &[ | ||
"deepseek-ai/DeepSeek-R1", | ||
"klusterai/Meta-Llama-3.1-405B-Instruct-Turbo", | ||
]; | ||
|
||
pub const KLUSTER_DOC_URL: &str = "https://docs.kluster.ai/"; | ||
|
||
#[derive(Debug, serde::Serialize)] | ||
pub struct KlusterProvider { | ||
#[serde(skip)] | ||
client: Client, | ||
host: String, | ||
api_key: String, | ||
model: ModelConfig, | ||
} | ||
|
||
impl Default for KlusterProvider { | ||
fn default() -> Self { | ||
let model = ModelConfig::new(KlusterProvider::metadata().default_model); | ||
KlusterProvider::from_env(model).expect("Failed to initialize Kluster provider") | ||
} | ||
} | ||
|
||
impl KlusterProvider { | ||
pub fn from_env(model: ModelConfig) -> Result<Self> { | ||
let config = crate::config::Config::global(); | ||
let api_key: String = config.get_secret("KLUSTER_API_KEY")?; | ||
let host: String = config | ||
.get("KLUSTER_HOST") | ||
.unwrap_or_else(|_| "https://api.kluster.ai/v1".to_string()); | ||
let client = Client::builder() | ||
.timeout(Duration::from_secs(600)) | ||
.build()?; | ||
|
||
Ok(Self { | ||
client, | ||
host, | ||
api_key, | ||
model, | ||
}) | ||
} | ||
|
||
async fn post(&self, payload: Value) -> Result<Value, ProviderError> { | ||
let base_url = url::Url::parse(&self.host) | ||
.map_err(|e| ProviderError::RequestFailed(format!("Invalid base URL: {e}")))?; | ||
let url = base_url.join("v1/chat/completions").map_err(|e| { | ||
ProviderError::RequestFailed(format!("Failed to construct endpoint URL: {e}")) | ||
})?; | ||
|
||
let response = self | ||
.client | ||
.post(url) | ||
.header("Authorization", format!("Bearer {}", self.api_key)) | ||
.json(&payload) | ||
.send() | ||
.await?; | ||
|
||
handle_response_openai_compat(response).await | ||
} | ||
} | ||
|
||
#[async_trait] | ||
impl Provider for KlusterProvider { | ||
fn metadata() -> ProviderMetadata { | ||
ProviderMetadata::new( | ||
"kluster", | ||
"Kluster", | ||
"Kluster models", | ||
KLUSTER_DEFAULT_MODEL, | ||
KLUSTER_KNOWN_MODELS | ||
.iter() | ||
.map(|&s| s.to_string()) | ||
.collect(), | ||
KLUSTER_DOC_URL, | ||
vec![ | ||
ConfigKey::new("KLUSTER_API_KEY", true, true, None), | ||
ConfigKey::new( | ||
"KLUSTER_HOST", | ||
false, | ||
false, | ||
Some("https://api.kluster.ai/v1"), | ||
), | ||
], | ||
) | ||
} | ||
|
||
fn get_model_config(&self) -> ModelConfig { | ||
self.model.clone() | ||
} | ||
|
||
#[tracing::instrument( | ||
skip(self, system, messages, tools), | ||
fields(model_config, input, output, input_tokens, output_tokens, total_tokens) | ||
)] | ||
async fn complete( | ||
&self, | ||
system: &str, | ||
messages: &[Message], | ||
tools: &[Tool], | ||
) -> Result<(Message, ProviderUsage), ProviderError> { | ||
let payload = create_request(&self.model, system, messages, tools, &ImageFormat::OpenAi)?; | ||
|
||
// Make request | ||
let response = self.post(payload.clone()).await?; | ||
|
||
// Parse response | ||
let message = response_to_message(response.clone())?; | ||
let usage = match get_usage(&response) { | ||
Ok(usage) => usage, | ||
Err(ProviderError::UsageError(e)) => { | ||
tracing::warn!("Failed to get usage data: {}", e); | ||
Usage::default() | ||
} | ||
Err(e) => return Err(e), | ||
}; | ||
let model = get_model(&response); | ||
emit_debug_trace(self, &payload, &response, &usage); | ||
Ok((message, ProviderUsage::new(model, usage))) | ||
} | ||
} |
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