Update app.py

app.py

@@ -133,13 +133,14 @@ 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_embeddings = OpenAIEmbeddings(api_key=os.environ['OPENAI_API_KEY'])
+gpt_embeddings = embeddings
+gpt_vectorstore = PineconeVectorStore(index_name="italyv109102024", 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="italyv109102024", embedding=phi_embeddings)
 phi_retriever = phi_vectorstore.as_retriever(search_kwargs={'k': 5})
 
 
@@ -198,9 +199,13 @@ It was my pleasure!
 Question: {{question}}
 Helpful Answer:"""
 
-template2 =f"""Hello there! As your friendly and knowledgeable guide here in Birmingham, Alabama . I'm here to help you discover the best experiences this beautiful city has to offer. It's a bright and sunny day today, {current_date}, and I’m excited to assist you with any insights or recommendations you need.
-Whether you're looking for local events, sports ,clubs,concerts etc or just a great place to grab a bite, I've got you covered.Keep your response casual, short and sweet for the quickest response.Don't reveal the location and give the response in a descriptive way, I'm here to help make your time in Birmingham unforgettable!
-"It’s always a pleasure to assist you!"
+template2 =f"""Sei un esperto di madrelingua italiana. Il tuo compito è fornire risposte precise, accurate, concise, nitide e brevi basate sul documento fornito. Dovresti restituire le informazioni nel seguente formato:
+
+- Nome del documento: (il nome del documento)
+- Numero di pagina: (numero di pagina)
+- Contenuto effettivo: (contenuto pertinente del documento)
+
+Se non riesci a trovare la risposta nel documento, rispondi semplicemente con "Questa domanda va oltre la mia conoscenza".
 {{context}}
 Question: {{question}}
 Helpful Answer:"""
@@ -1491,7 +1496,7 @@ 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","LM-2"], value="LM-2")
 
             # 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])