Update app.py

app.py

@@ -302,7 +302,52 @@ def bot(history, choice, tts_choice, retrieval_mode):
 
     history.append([response, None])  # Ensure the response is added in the correct format
 
+import os
+import gradio as gr
+from crewai import Agent
+from langchain.agents import Tool
+from langchain.utilities import GoogleSerperAPIWrapper
+
+# Setup API keys
+os.environ["SERP_API"] = "Serp_key
+
+# Initialize the Google Serper API Wrapper
+search = GoogleSerperAPIWrapper()
+
+# Define a tool specifically for restaurant searches in Birmingham
+def restaurant_search(query):
+    birmingham_query = f"{query} in Birmingham, AL"
+    return search.run(birmingham_query)
+
+# Create and assign the search tool to the agent
+serper_tool = Tool(
+  name="Restaurant Search",
+  func=restaurant_search,
+  description="Search for restaurants in Birmingham, AL",
+)
 
+# Create an agent with the search tool
+restaurant_agent = Agent(
+  role='Restaurant Search Agent',
+  goal='Find and recommend the best restaurants in Birmingham, AL',
+  backstory='An expert on local eateries with a focus on Birmingham, AL.',
+  tools=[serper_tool]
+)
+
+# Function to handle restaurant-related queries
+def restaurant_search_agent(query):
+    if "restaurant" in query.lower() or "eatery" in query.lower():
+        return restaurant_agent.run(query)
+    else:
+        return "This agent only handles restaurant queries."
+
+# General response function for the chatbot
+def respond_to_query(query):
+    if "restaurant" in query.lower() or "eatery" in query.lower():
+        return restaurant_search_agent(query)
+    else:
+        # Handle other queries (existing logic)
+        return "Handling other queries here"
 
 
 def add_message(history, message):
@@ -951,7 +996,7 @@ with gr.Blocks(theme='Pijush2023/scikit-learn-pijush') as demo:
             # Handle retrieval mode change
             retrieval_mode.change(fn=handle_retrieval_mode_change, inputs=retrieval_mode, outputs=[choice, choice])
 
-        with gr.Column():
+        # with gr.Column():
         #     weather_output = gr.HTML(value=fetch_local_weather())
         #     news_output = gr.HTML(value=fetch_local_news())
         #     events_output = gr.HTML(value=fetch_local_events())