Update app.py

app.py

@@ -126,12 +126,12 @@ gpt4o_mini_model = initialize_gpt4o_mini_model()
 
 # Existing embeddings and vector store for GPT-4o
 gpt_embeddings = OpenAIEmbeddings(api_key=os.environ['OPENAI_API_KEY'])
-gpt_vectorstore = PineconeVectorStore(index_name="italyv109102024", embedding=embeddings)
+gpt_vectorstore = PineconeVectorStore(index_name="italyopenai", embedding=gpt_embeddings)
 gpt_retriever = gpt_vectorstore.as_retriever(search_kwargs={'k': 5})
 
 # New vector store setup for Phi-3.5
 phi_embeddings = embeddings
-phi_vectorstore = PineconeVectorStore(index_name="italyv109102024", embedding=embeddings)
+phi_vectorstore = PineconeVectorStore(index_name="italyopenai", embedding=embeddings)
 phi_retriever = phi_vectorstore.as_retriever(search_kwargs={'k': 5})
 
 
@@ -142,7 +142,7 @@ phi_retriever = phi_vectorstore.as_retriever(search_kwargs={'k': 5})
 from pinecone import Pinecone
 pc = Pinecone(api_key=os.environ['PINECONE_API_KEY'])
 
-index_name = "italyv109102024"
+index_name = "italyopenai"
 vectorstore = PineconeVectorStore(index_name=index_name, embedding=embeddings)
 retriever = vectorstore.as_retriever(search_kwargs={'k': 5})
 
@@ -1571,7 +1571,7 @@ with gr.Blocks(theme='gradio/soft') as demo:
             chatbot = gr.Chatbot([], elem_id="RADAR:Channel 94.1", bubble_full_width=False)
             choice = gr.Radio(label="Select Style", choices=["Details", "Conversational"], value="Conversational",interactive=False,visible=False)
             retrieval_mode = gr.Radio(label="Retrieval Mode", choices=["VDB", "KGF"], value="VDB",interactive=False,visible=False)
-            model_choice = gr.Dropdown(label="Choose Model", choices=["LM-2"], value="LM-2")
+            model_choice = gr.Dropdown(label="Choose Model", choices=["LM-1"], value="LM-1")
 
             # Link the dropdown change to handle_model_choice_change
             model_choice.change(fn=handle_model_choice_change, inputs=model_choice, outputs=[retrieval_mode, choice, choice])