diff --git a/app/services/embedding.py b/app/services/embedding.py
index 6a1216f..7033ce6 100644
--- a/app/services/embedding.py
+++ b/app/services/embedding.py
@@ -1,7 +1,7 @@
 import cohere
 from typing import List, Dict, Any, Optional
 import uuid
-from pinecone import Pinecone
+from pinecone import Pinecone, ServerlessSpec
 import weaviate
 from loguru import logger
 
@@ -31,7 +31,11 @@ class EmbeddingService:
                 pc.create_index(
                     name=settings.PINECONE_INDEX_NAME,
                     dimension=1024,  # Cohere embed-english-v3.0 dimension
-                    metric="cosine"
+                    metric="cosine",
+                    spec=ServerlessSpec(
+                        cloud='aws',
+                        region='us-east-1'
+                    )
                 )
             
             # Return the index