aws

App/Embedding/utils/Initialize.py

@@ -1,7 +1,7 @@
 from langchain.embeddings import HuggingFaceEmbeddings
 from langchain.docstore.document import Document
 from langchain.vectorstores import Pinecone
-from pinecone import PodSpec
+from pinecone import ServerlessSpec
 import pinecone
 import os
 
@@ -24,7 +24,9 @@ def initDocument():
     except:
         pc.create_index(name=index_name,
         dimension=768,
-        metric="cosine")
+        metric="cosine",
+        spec=ServerlessSpec(cloud="aws", region="us-east-1")
+        )
     
 
         docsearch = Pinecone.from_existing_index(index_name, embeddings)