Update app.py

app.py

@@ -44,6 +44,7 @@ def scrape_website(url):
         return f"Failed to retrieve page. Status code: {response.status_code}"
 
 
+
 # Load environment variables from .env
 load_dotenv()
 
@@ -79,7 +80,24 @@ if uploaded_file is not None:
             "Real Estate",
             "Utilities"
         ]
+    def configure_generative_ai():
+    """Configures the generative AI model and starts a chat session."""
+    genai.configure(api_key=Config.GOOGLE_API_KEY)
+
+    generation_config = {
+        "temperature": 1,
+        "top_p": 0.95,
+        "top_k": 40,
+        "max_output_tokens": 8192,
+        "response_mime_type": "text/plain",
+    }
+
+    model = genai.GenerativeModel(
+        model_name="gemini-2.0-flash-exp",
+        generation_config=generation_config,
+    )
 
+    return model.start_chat()
     # Fetch stock data
     st.write("Fetching stock data...")
     stock_symbols = [value["symbol"] for value in stock_data.values()]