Update app.py

app.py

@@ -18,7 +18,9 @@ os.environ['OPENAI_API_KEY'] = OPENAI_API_KEY
 @st.cache_resource
 def embedding_db():
     embeddings = OpenAIEmbeddings()
-    pc = pinecone.init(
+
+    # Updated Pinecone initialization
+    pc = Pinecone(
         api_key=PINECONE_API_KEY,
         environment=PINECONE_ENV
     )
@@ -31,6 +33,7 @@ def embedding_db():
             metric='euclidean'        
         )
 
+
     docs_split = doc_preprocessing()  # Make sure this function is defined
     doc_db = Pinecone.from_documents(
         docs_split,