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Update webapp.py
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webapp.py
CHANGED
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@@ -3,64 +3,42 @@ 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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# 1) Initialize GenAI Client
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# -----------------------------
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API_KEY = os.getenv("GOOGLE_API_KEY") # Set in Hugging Face Secrets
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client = genai.Client(api_key=API_KEY)
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MODEL_ID = "models/gemini-2.5-flash"
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# -----------------------------
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# 2) (Optional) System Instruction
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# -----------------------------
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SYSTEM_INSTRUCTION = """
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You are a helpful assistant.
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If web search is enabled, use it to improve factual accuracy.
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Keep answers clear and structured.
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"""
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# -----------------------------
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# 3) Gemini Call (with optional web search)
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# -----------------------------
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def google_search_query(question: str, use_web_search: bool):
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try:
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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(
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system_instruction=SYSTEM_INSTRUCTION
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),
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)
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ai_response = response.text if hasattr(response, "text") else "No response."
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search_results = "Web search not used."
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if use_web_search:
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google_search_tool = Tool(google_search=GoogleSearch())
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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(
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system_instruction=SYSTEM_INSTRUCTION,
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tools=[google_search_tool],
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),
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)
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# Prefer web-assisted answer text if present
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if hasattr(response, "text") and response.text:
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ai_response = response.text
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# Safely extract rendered search content (may not always exist)
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try:
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search_results = (
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response.candidates[0]
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.grounding_metadata
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.search_entry_point
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.rendered_content
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)
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if not search_results:
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search_results = "Web search enabled, but no rendered search content returned."
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except Exception:
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search_results = "Web search enabled, but search results could not be extracted."
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@@ -69,9 +47,6 @@ def google_search_query(question: str, use_web_search: bool):
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except Exception as e:
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return f"Error: {str(e)}", ""
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# -----------------------------
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# 4) Gradio UI (Chatbot + Checkbox)
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# -----------------------------
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with gr.Blocks(theme=gr.themes.Glass(secondary_hue="violet")) as app:
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gr.Markdown("# Gemini + Google Search Custom UI")
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@@ -95,7 +70,6 @@ with gr.Blocks(theme=gr.themes.Glass(secondary_hue="violet")) as app:
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ai_response, search_results = google_search_query(question, use_web_search)
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# Chatbot expects tuples: (user, assistant)
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if use_web_search:
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final_answer = f"{ai_response}\n\n---\n\n**Web Search Results:**\n{search_results}"
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else:
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@@ -110,10 +84,6 @@ with gr.Blocks(theme=gr.themes.Glass(secondary_hue="violet")) as app:
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outputs=[chatbot]
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)
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clear_button.click(
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fn=lambda: [],
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inputs=None,
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outputs=[chatbot]
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)
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app.launch()
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from google import genai
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from google.genai.types import GenerateContentConfig, GoogleSearch, Tool
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API_KEY = os.getenv("GOOGLE_API_KEY")
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client = genai.Client(api_key=API_KEY)
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MODEL_ID = "models/gemini-2.5-flash"
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SYSTEM_INSTRUCTION = """
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You are a helpful assistant.
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If web search is enabled, use it to improve factual accuracy.
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Keep answers clear and structured.
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"""
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def google_search_query(question: str, use_web_search: bool):
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try:
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config_kwargs = {"system_instruction": SYSTEM_INSTRUCTION}
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if use_web_search:
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google_search_tool = Tool(google_search=GoogleSearch())
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config_kwargs["tools"] = [google_search_tool]
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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(**config_kwargs),
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)
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ai_response = response.text if hasattr(response, "text") else "No response."
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search_results = "Web search not used."
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if use_web_search:
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try:
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search_results = (
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response.candidates[0]
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.grounding_metadata
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.search_entry_point
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.rendered_content
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) or "Web search enabled, but no rendered search content returned."
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except Exception:
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search_results = "Web search enabled, but search results could not be extracted."
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except Exception as e:
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return f"Error: {str(e)}", ""
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with gr.Blocks(theme=gr.themes.Glass(secondary_hue="violet")) as app:
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gr.Markdown("# Gemini + Google Search Custom UI")
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ai_response, search_results = google_search_query(question, use_web_search)
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if use_web_search:
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final_answer = f"{ai_response}\n\n---\n\n**Web Search Results:**\n{search_results}"
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else:
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outputs=[chatbot]
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)
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clear_button.click(fn=lambda: [], inputs=None, outputs=[chatbot])
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app.launch()
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