7d5d8b400b
Co-authored-by: Zengyu <sizengyu@spgroup.com.sg>
159 lines
5.2 KiB
Rust
159 lines
5.2 KiB
Rust
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 AZURE_DEFAULT_MODEL: &str = "gpt-4o";
|
|
pub const AZURE_DOC_URL: &str =
|
|
"https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models";
|
|
pub const AZURE_DEFAULT_API_VERSION: &str = "2024-10-21";
|
|
pub const AZURE_OPENAI_KNOWN_MODELS: &[&str] = &["gpt-4o", "gpt-4o-mini", "gpt-4"];
|
|
|
|
#[derive(Debug, serde::Serialize)]
|
|
pub struct AzureProvider {
|
|
#[serde(skip)]
|
|
client: Client,
|
|
endpoint: String,
|
|
api_key: String,
|
|
deployment_name: String,
|
|
api_version: String,
|
|
model: ModelConfig,
|
|
}
|
|
|
|
impl Default for AzureProvider {
|
|
fn default() -> Self {
|
|
let model = ModelConfig::new(AzureProvider::metadata().default_model);
|
|
AzureProvider::from_env(model).expect("Failed to initialize Azure OpenAI provider")
|
|
}
|
|
}
|
|
|
|
impl AzureProvider {
|
|
pub fn from_env(model: ModelConfig) -> Result<Self> {
|
|
let config = crate::config::Config::global();
|
|
let api_key: String = config.get_secret("AZURE_OPENAI_API_KEY")?;
|
|
let endpoint: String = config.get("AZURE_OPENAI_ENDPOINT")?;
|
|
let deployment_name: String = config.get("AZURE_OPENAI_DEPLOYMENT_NAME")?;
|
|
let api_version: String = config
|
|
.get("AZURE_OPENAI_API_VERSION")
|
|
.unwrap_or_else(|_| AZURE_DEFAULT_API_VERSION.to_string());
|
|
|
|
let client = Client::builder()
|
|
.timeout(Duration::from_secs(600))
|
|
.build()?;
|
|
|
|
Ok(Self {
|
|
client,
|
|
endpoint,
|
|
api_key,
|
|
deployment_name,
|
|
api_version,
|
|
model,
|
|
})
|
|
}
|
|
|
|
async fn post(&self, payload: Value) -> Result<Value, ProviderError> {
|
|
let mut base_url = url::Url::parse(&self.endpoint)
|
|
.map_err(|e| ProviderError::RequestFailed(format!("Invalid base URL: {e}")))?;
|
|
|
|
// Get the existing path without trailing slashes
|
|
let existing_path = base_url.path().trim_end_matches('/');
|
|
let new_path = if existing_path.is_empty() {
|
|
format!(
|
|
"/openai/deployments/{}/chat/completions",
|
|
self.deployment_name
|
|
)
|
|
} else {
|
|
format!(
|
|
"{}/openai/deployments/{}/chat/completions",
|
|
existing_path, self.deployment_name
|
|
)
|
|
};
|
|
|
|
base_url.set_path(&new_path);
|
|
base_url.set_query(Some(&format!("api-version={}", self.api_version)));
|
|
|
|
let response: reqwest::Response = self
|
|
.client
|
|
.post(base_url)
|
|
.header("api-key", &self.api_key)
|
|
.json(&payload)
|
|
.send()
|
|
.await?;
|
|
|
|
handle_response_openai_compat(response).await
|
|
}
|
|
}
|
|
|
|
#[async_trait]
|
|
impl Provider for AzureProvider {
|
|
fn metadata() -> ProviderMetadata {
|
|
ProviderMetadata::new(
|
|
"azure_openai",
|
|
"Azure OpenAI",
|
|
"Models through Azure OpenAI Service",
|
|
"gpt-4o",
|
|
AZURE_OPENAI_KNOWN_MODELS
|
|
.iter()
|
|
.map(|s| s.to_string())
|
|
.collect(),
|
|
AZURE_DOC_URL,
|
|
vec![
|
|
ConfigKey::new("AZURE_OPENAI_API_KEY", true, true, None),
|
|
ConfigKey::new("AZURE_OPENAI_ENDPOINT", true, false, None),
|
|
ConfigKey::new(
|
|
"AZURE_OPENAI_DEPLOYMENT_NAME",
|
|
true,
|
|
false,
|
|
Some("Name of your Azure OpenAI deployment"),
|
|
),
|
|
ConfigKey::new(
|
|
"AZURE_OPENAI_API_VERSION",
|
|
false,
|
|
false,
|
|
Some("Azure OpenAI API version, default: 2024-10-21"),
|
|
),
|
|
],
|
|
)
|
|
}
|
|
|
|
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)?;
|
|
let response = self.post(payload.clone()).await?;
|
|
|
|
let message = response_to_message(response.clone())?;
|
|
let usage = match get_usage(&response) {
|
|
Ok(usage) => usage,
|
|
Err(ProviderError::UsageError(e)) => {
|
|
tracing::debug!("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)))
|
|
}
|
|
}
|