157 lines
5.1 KiB
Rust
157 lines
5.1 KiB
Rust
use anyhow::Result;
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use async_trait::async_trait;
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use reqwest::Client;
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use serde_json::Value;
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use std::time::Duration;
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use super::base::{ConfigKey, Provider, ProviderMetadata, ProviderUsage, Usage};
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use super::errors::ProviderError;
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use super::formats::openai::{create_request, get_usage, response_to_message};
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use super::utils::{emit_debug_trace, get_model, handle_response_openai_compat, ImageFormat};
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use crate::message::Message;
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use crate::model::ModelConfig;
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use mcp_core::tool::Tool;
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pub const OPEN_AI_DEFAULT_MODEL: &str = "gpt-4o";
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pub const OPEN_AI_KNOWN_MODELS: &[&str] = &[
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"gpt-4o",
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"gpt-4o-mini",
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"gpt-4-turbo",
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"gpt-3.5-turbo",
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"o1",
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];
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pub const OPEN_AI_DOC_URL: &str = "https://platform.openai.com/docs/models";
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#[derive(Debug, serde::Serialize)]
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pub struct OpenAiProvider {
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#[serde(skip)]
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client: Client,
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host: String,
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base_path: String,
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api_key: String,
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organization: Option<String>,
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project: Option<String>,
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model: ModelConfig,
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}
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impl Default for OpenAiProvider {
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fn default() -> Self {
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let model = ModelConfig::new(OpenAiProvider::metadata().default_model);
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OpenAiProvider::from_env(model).expect("Failed to initialize OpenAI provider")
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}
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}
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impl OpenAiProvider {
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pub fn from_env(model: ModelConfig) -> Result<Self> {
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let config = crate::config::Config::global();
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let api_key: String = config.get_secret("OPENAI_API_KEY")?;
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let host: String = config
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.get("OPENAI_HOST")
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.unwrap_or_else(|_| "https://api.openai.com".to_string());
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let base_path: String = config
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.get("OPENAI_BASE_PATH")
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.unwrap_or_else(|_| "v1/chat/completions".to_string());
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let organization: Option<String> = config.get("OPENAI_ORGANIZATION").ok();
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let project: Option<String> = config.get("OPENAI_PROJECT").ok();
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let client = Client::builder()
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.timeout(Duration::from_secs(600))
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.build()?;
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Ok(Self {
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client,
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host,
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base_path,
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api_key,
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organization,
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project,
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model,
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})
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}
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async fn post(&self, payload: Value) -> Result<Value, ProviderError> {
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let base_url = url::Url::parse(&self.host)
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.map_err(|e| ProviderError::RequestFailed(format!("Invalid base URL: {e}")))?;
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let url = base_url.join(&self.base_path).map_err(|e| {
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ProviderError::RequestFailed(format!("Failed to construct endpoint URL: {e}"))
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})?;
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let mut request = self
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.client
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.post(url)
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.header("Authorization", format!("Bearer {}", self.api_key));
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// Add organization header if present
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if let Some(org) = &self.organization {
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request = request.header("OpenAI-Organization", org);
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}
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// Add project header if present
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if let Some(project) = &self.project {
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request = request.header("OpenAI-Project", project);
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}
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let response = request.json(&payload).send().await?;
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handle_response_openai_compat(response).await
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}
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}
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#[async_trait]
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impl Provider for OpenAiProvider {
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fn metadata() -> ProviderMetadata {
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ProviderMetadata::new(
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"openai",
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"OpenAI",
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"GPT-4 and other OpenAI models, including OpenAI compatible ones",
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OPEN_AI_DEFAULT_MODEL,
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OPEN_AI_KNOWN_MODELS
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.iter()
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.map(|&s| s.to_string())
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.collect(),
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OPEN_AI_DOC_URL,
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vec![
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ConfigKey::new("OPENAI_API_KEY", true, true, None),
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ConfigKey::new("OPENAI_HOST", true, false, Some("https://api.openai.com")),
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ConfigKey::new("OPENAI_BASE_PATH", true, false, Some("v1/chat/completions")),
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ConfigKey::new("OPENAI_ORGANIZATION", false, false, None),
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ConfigKey::new("OPENAI_PROJECT", false, false, None),
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],
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)
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}
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fn get_model_config(&self) -> ModelConfig {
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self.model.clone()
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}
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#[tracing::instrument(
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skip(self, system, messages, tools),
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fields(model_config, input, output, input_tokens, output_tokens, total_tokens)
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)]
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async fn complete(
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&self,
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system: &str,
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messages: &[Message],
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tools: &[Tool],
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) -> Result<(Message, ProviderUsage), ProviderError> {
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let payload = create_request(&self.model, system, messages, tools, &ImageFormat::OpenAi)?;
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// Make request
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let response = self.post(payload.clone()).await?;
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// Parse response
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let message = response_to_message(response.clone())?;
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let usage = match get_usage(&response) {
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Ok(usage) => usage,
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Err(ProviderError::UsageError(e)) => {
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tracing::debug!("Failed to get usage data: {}", e);
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Usage::default()
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}
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Err(e) => return Err(e),
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};
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let model = get_model(&response);
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emit_debug_trace(self, &payload, &response, &usage);
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Ok((message, ProviderUsage::new(model, usage)))
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}
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}
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