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Create app.py
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app.py
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import os
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import gradio as gr
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from google import genai
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from google.genai.types import GenerateContentConfig, GoogleSearch, Tool
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# Initialize GenAI Client
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API_KEY = os.getenv("GEMINI_API_KEY") # Ensure to set this in Hugging Face Secrets
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client = genai.Client(api_key=API_KEY)
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MODEL_ID = "gemini-2.0-flash-exp" # Replace with your desired model ID
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def google_search_query(question):
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try:
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# Define the Google Search Tool
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google_search_tool = Tool(google_search=GoogleSearch())
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# Generate the response
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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=GenerateContentConfig(tools=[google_search_tool]),
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)
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# Extract AI response and search results
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ai_response = response.text # AI response as plain text
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search_results = response.candidates[0].grounding_metadata.search_entry_point.rendered_content
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return ai_response, search_results
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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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app = gr.Interface(
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fn=google_search_query,
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inputs=gr.Textbox(lines=2, label="Ask a Question"),
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outputs=[
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gr.Textbox(label="AI Response"),
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gr.HTML(label="Search Results"),
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],
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title="Google Search with Gemini AI",
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description="Ask a question, and the AI will use Google search tools to provide an answer along with contextual search results.",
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)
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if __name__ == "__main__":
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app.launch(share=True)
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