Update utils.py

utils.py

@@ -70,7 +70,7 @@ def push_to_pinecone(docs, embedding,namespace):
 
 
 #Function to pull index data from Pinecone
-def pull_from_pinecone(embeddings, namespace):
+def pull_from_pinecone(embeddings):
 
     pinecone_apikey = os.environ.get("PINECONE_API_KEY")
     pinecone_index_name =os.environ.get("PINECONE_INDEX_NAME")
@@ -80,20 +80,20 @@ def pull_from_pinecone(embeddings, namespace):
     )
 
     #PineconeStore is an alias name of Pinecone class, please look at the imports section at the top :)
-    index = Pinecone.from_existing_index(pinecone_index_name, embeddings, namespace=namespace)
+    index = Pinecone.from_existing_index(pinecone_index_name, embeddings, namespace=os.environ.get("NAMESPACE"))
 
     return index
 
 
 
 
-def get_similar_doc(query, embedding,k=2):
+def get_similar_doc(query, embedding, k=2):
 
     pc = PineconeClient(api_key=os.environ.get("PINECONE_API_KEY"))
     index_name=os.environ.get("PINECONE_INDEX_NAME")
     index = pc.Index(index_name)
 
-    index = pull_from_pinecone(embeddings=embedding, os.environ.get("NAMESPACE"))
+    index = pull_from_pinecone(embeddings=embedding)
     similar_doc = index.similarity_search_with_score(query, int(k))
     
     return [doc for doc, similarity_score in similar_doc]