context extended

maybe need polishing

apps/admin/src/app/api/recommendations/generate/route.ts

@@ -1,5 +1,7 @@
 import { NextResponse } from "next/server";
 import { getDatabase } from "@/lib/database";
+import { buildAIContext } from "@/lib/ai/ai-context";
+import { buildEnhancedPrompt, buildBasicPrompt } from "@/lib/ai/prompt-builder";
 
 export async function POST(req: Request) {
     try {
@@ -21,26 +23,17 @@ export async function POST(req: Request) {
             );
         }
 
-        // Construct prompt
-        const prompt = `
-      You are a professional fitness trainer and nutritionist.
-      Generate a detailed daily recommendation for a user with the following profile:
-      - Height: ${profile.height} cm
-      - Weight: ${profile.weight} kg
-      - Age: ${profile.age}
-      - Gender: ${profile.gender}
-      - Goal: ${profile.fitnessGoals.join(", ")}
-      - Activity Level: ${profile.activityLevel}
-      - Medical Conditions: ${profile.medicalConditions || "None"}
-      - Injuries: ${profile.injuries || "None"}
-
-      Please provide the response in the following JSON format ONLY, no other text. Do not use markdown formatting or code blocks:
-      {
-        "recommendationText": "General advice and motivation for today.",
-        "activityPlan": "Detailed workout or activity plan for today.",
-        "dietPlan": "Detailed meal plan for today."
-      }
-    `;
+        // Build AI context with goals and recommendations
+        let prompt: string;
+        try {
+            const context = await buildAIContext(userId);
+            prompt = buildEnhancedPrompt(context);
+            console.log('Using enhanced AI context with goals and history');
+        } catch (error) {
+            // Fallback to basic prompt if context building fails
+            console.warn('Failed to build AI context, using basic prompt:', error);
+            prompt = buildBasicPrompt(profile);
+        }
 
         let parsedResponse;