feat: add azure openai provider (#960)

This commit is contained in:
Alice Hau
2025-01-31 09:30:36 -05:00
committed by GitHub
parent 092d8711a9
commit 5f6c85d7bd
10 changed files with 274 additions and 93 deletions
@@ -40,5 +40,11 @@
"description": "Lorem ipsum",
"models": [],
"required_keys": ["OPENROUTER_API_KEY"]
},
"azure_openai": {
"name": "Azure OpenAI",
"description": "Connect to Azure OpenAI Service",
"models": ["gpt-4o", "gpt-4o-mini", "o1", "o1-mini"],
"required_keys": ["AZURE_OPENAI_API_KEY", "AZURE_OPENAI_ENDPOINT", "AZURE_OPENAI_DEPLOYMENT_NAME"]
}
}
}
+141
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@@ -0,0 +1,141 @@
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_API_VERSION: &str = "2024-10-21";
pub const AZURE_OPENAI_KNOWN_MODELS: &[&str] = &[
"gpt-4o",
"gpt-4o-mini",
"o1",
"o1-mini",
"o1-preview",
"gpt-4",
];
#[derive(Debug, serde::Serialize)]
pub struct AzureProvider {
#[serde(skip)]
client: Client,
endpoint: String,
api_key: String,
deployment_name: 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 client = Client::builder()
.timeout(Duration::from_secs(600))
.build()?;
Ok(Self {
client,
endpoint,
api_key,
deployment_name,
model,
})
}
async fn post(&self, payload: Value) -> Result<Value, ProviderError> {
let url = format!(
"{}/openai/deployments/{}/chat/completions?api-version={}",
self.endpoint.trim_end_matches('/'),
self.deployment_name,
AZURE_API_VERSION
);
let response: reqwest::Response = self
.client
.post(&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"),
),
],
)
}
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::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)))
}
}
+3
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@@ -1,5 +1,6 @@
use super::{
anthropic::AnthropicProvider,
azure::AzureProvider,
base::{Provider, ProviderMetadata},
databricks::DatabricksProvider,
google::GoogleProvider,
@@ -14,6 +15,7 @@ use anyhow::Result;
pub fn providers() -> Vec<ProviderMetadata> {
vec![
AnthropicProvider::metadata(),
AzureProvider::metadata(),
DatabricksProvider::metadata(),
GoogleProvider::metadata(),
GroqProvider::metadata(),
@@ -27,6 +29,7 @@ pub fn create(name: &str, model: ModelConfig) -> Result<Box<dyn Provider + Send
match name {
"openai" => Ok(Box::new(OpenAiProvider::from_env(model)?)),
"anthropic" => Ok(Box::new(AnthropicProvider::from_env(model)?)),
"azure_openai" => Ok(Box::new(AzureProvider::from_env(model)?)),
"databricks" => Ok(Box::new(DatabricksProvider::from_env(model)?)),
"groq" => Ok(Box::new(GroqProvider::from_env(model)?)),
"ollama" => Ok(Box::new(OllamaProvider::from_env(model)?)),
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@@ -1,4 +1,5 @@
pub mod anthropic;
pub mod azure;
pub mod base;
pub mod databricks;
pub mod errors;