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app.py
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import gradio as gr
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from google import genai
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# Initialize Gemini AI client
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GENAI_API_KEY = "GOOGLE_API_KEY" # Replace with your API key
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client = genai.Client(api_key=GENAI_API_KEY)
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MODEL_ID = "gemini-2.0-flash-exp"
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# Define a system instruction for structured responses
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GENAI_INSTRUCTION = """
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You are a Google Maps assistant. Respond to location-related queries with structured data.
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Format your response as:
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{
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"action": "search/navigate/mark",
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"location": "Place Name or Coordinates",
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"origin": "Origin Location (for navigation only)",
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"destination": "Destination Location (for navigation only)"
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}
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"""
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# Function to generate Google Maps URLs
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def generate_google_maps_url(action, location=None, origin=None, destination=None):
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"""
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Generate Google Maps URLs based on user action.
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"""
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base_url = "https://www.google.com/maps"
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if action == "search":
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# Search for a location
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return f"{base_url}/search/?api=1&query={location.replace(' ', '+')}"
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elif action == "navigate":
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# Get directions between two locations
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return f"{base_url}/dir/?api=1&origin={origin.replace(' ', '+')}&destination={destination.replace(' ', '+')}"
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elif action == "mark":
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# Mark a specific location by coordinates
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latitude, longitude = location.split(",")
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return f"{base_url}/?q={latitude},{longitude}"
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else:
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return f"{base_url}"
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# Function to process queries with Gemini AI
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def process_query_with_ai(question):
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try:
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# Send the user query to Gemini
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response = client.models.generate_content(
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model=MODEL_ID,
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contents=question,
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config={"system_instruction": GENAI_INSTRUCTION}
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)
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structured_response = eval(response.text) # Convert text response to dictionary
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# Parse the AI response
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action = structured_response.get("action")
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location = structured_response.get("location")
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origin = structured_response.get("origin")
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destination = structured_response.get("destination")
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# Generate a Google Maps URL
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map_url = generate_google_maps_url(action, location, origin, destination)
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# Format output for Gradio visualization
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if action == "search":
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output = f"Search results for: **{location}**"
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elif action == "navigate":
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output = f"Directions from **{origin}** to **{destination}**"
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elif action == "mark":
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output = f"Location marked: **{location}**"
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else:
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output = "Unknown action."
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return output, map_url
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except Exception as e:
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return f"Error: {str(e)}", ""
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# Gradio interface
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def handle_query(question):
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output, map_url = process_query_with_ai(question)
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return output, map_url
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with gr.Blocks() as app:
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gr.Markdown("# 🌍 AI-Powered Google Maps Navigator")
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with gr.Row():
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with gr.Column():
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question_input = gr.Textbox(label="Ask a map-related question!", lines=2)
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submit_button = gr.Button("Submit")
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with gr.Column():
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output_text = gr.Textbox(label="Response")
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map_link = gr.Markdown(label="Map Link")
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submit_button.click(
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fn=handle_query,
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inputs=[question_input],
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outputs=[output_text, map_link]
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)
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app.launch()
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