update API

src/api/recommendation_routes.py

@@ -1,3 +1,19 @@
+# from fastapi import APIRouter
+# from typing import Dict, Any
+
+# router = APIRouter(prefix="/recommendations", tags=["Recommendations"])
+
+# @router.get("")
+# async def get_general_recommendations() -> Dict[str, Any]:
+#     """
+#     Placeholder endpoint for future ML recommendation logic.
+#     """
+#     return {
+#         "status": "success",
+#         "recommendations": []
+#     }
+
+
 from fastapi import APIRouter
 from typing import Dict, Any
 
@@ -7,8 +23,18 @@ router = APIRouter(prefix="/recommendations", tags=["Recommendations"])
 async def get_general_recommendations() -> Dict[str, Any]:
     """
     Placeholder endpoint for future ML recommendation logic.
-    """
+      """
     return {
         "status": "success",
-        "recommendations": []
-    }
+        "recommendations": [
+            {
+                "id": "vS07S_yIn_U",
+                "title": "Introduction to Neural Networks",
+                "description": "Learn the basics of Neural Networks in this educational video.",
+                "thumbnail": "https://i.ytimg.com/vi/vS07S_yIn_U/mqdefault.jpg",
+                "channelTitle": "AI Academy",
+                "url": "https://www.youtube.com/watch?v=vS07S_yIn_U",
+                "type": "youtube_video"
+            }
+        ]
+    }

src/recommendation/recommender.py

@@ -111,7 +111,7 @@ class RecommendationService:
                     }
                 )
                 # ✨ السطر ده اللي هيظهرلك الفيديو في الـ Logs
-                logger.info(f"✅ Found Video: {videos['title']}")
+                logger.info(f"✅ Found Video: {snippet['title']}")
 
             # ✨ السطر ده عشان تعرفي إجمالي اللي رجع كام فيديو
             logger.info(f"🚀 Total videos fetched: {len(videos)}")