add

frontend/src/components/shared/modals/MethodSelectionModal.tsx

@@ -42,7 +42,7 @@ export function MethodSelectionModal({
   isLoading = false,
   selectedSplitter,
 }: MethodSelectionModalProps) {
-  const [selectedMethod, setSelectedMethod] = useState<string>("production");
+  const [selectedMethod, setSelectedMethod] = useState<string>("openai_structured");
   const [methods, setMethods] = useState<MethodOption[]>([]);
   const [loadingMethods, setLoadingMethods] = useState(false);
 
@@ -61,27 +61,23 @@ export function MethodSelectionModal({
         ([id, method]: [string, any]) => ({
           id,
           ...method,
-          recommended: id === "production",
+          recommended: id === "openai_structured",
         })
       );
       setMethods(methodList);
     } catch (error) {
       console.error("Failed to fetch methods:", error);
-      // Fallback to default production method
+      // Fallback to default method
       setMethods([
         {
-          id: "production",
-          name: "Multi-Agent Knowledge Extractor",
+          id: "openai_structured",
+          name: "OpenAI Structured Outputs",
           description:
-            "Production CrewAI-based multi-agent system with content reference resolution",
+            "Simple OpenAI structured outputs extractor using Pydantic models",
           method_type: "production",
           schema_type: "reference_based",
-          supported_features: [
-            "content_references",
-            "line_numbers",
-            "failure_detection",
-          ],
-          processing_type: "async_crew",
+          supported_features: ["structured_outputs", "direct_extraction"],
+          processing_type: "direct_call",
           recommended: true,
         },
       ]);
@@ -91,7 +87,7 @@ export function MethodSelectionModal({
   };
 
   const handleConfirm = () => {
-    const finalMethodName = selectedMethod || "production";
+    const finalMethodName = selectedMethod || "openai_structured";
     console.log("MethodSelectionModal: selectedMethod state:", selectedMethod);
     console.log("MethodSelectionModal: finalMethodName:", finalMethodName);
     console.log(