Update utils.py

utils.py

@@ -44,13 +44,13 @@ def get_embeddings():
     return embedding
 
 
-def push_to_pinecone(docs, embedding):
+def push_to_pinecone(docs, embedding,namespace):
 
     pc = PineconeClient(api_key=os.environ.get("PINECONE_API_KEY"))
     index_name=os.environ.get("PINECONE_INDEX_NAME")
     index = pc.Index(index_name)
 
-    index.delete(delete_all=True, namespace='rag_bot')    
+    # index.delete(delete_all=True, namespace='rag_bot')    
     
     vector = []
     for i, doc in enumerate(docs):
@@ -60,7 +60,7 @@ def push_to_pinecone(docs, embedding):
         vector.append(entry)
 
     
-    index = Pinecone.from_documents(docs, embedding, index_name = index_name, namespace='rag_bot')
+    index = Pinecone.from_documents(docs, embedding, index_name = index_name, namespace=namespace)
 
     st.sidebar.write("This 35 seconds delay was added Manually... \n(because I'm using some free resources)")
     time.sleep(35)
@@ -70,7 +70,7 @@ def push_to_pinecone(docs, embedding):
 
 
 #Function to pull index data from Pinecone
-def pull_from_pinecone(embeddings):
+def pull_from_pinecone(embeddings, namespace):
 
     pinecone_apikey = os.environ.get("PINECONE_API_KEY")
     pinecone_index_name =os.environ.get("PINECONE_INDEX_NAME")
@@ -80,7 +80,7 @@ def pull_from_pinecone(embeddings):
     )
 
     #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='rag_bot')
+    index = Pinecone.from_existing_index(pinecone_index_name, embeddings, namespace=namespace)
 
     return index