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Update webapp.py
Browse files
webapp.py
CHANGED
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@@ -10,10 +10,26 @@ MODEL_ID = "gemini-2.5-flash" # Replace with your desired model ID
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def google_search_query(question, use_web_search):
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try:
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# Generate the AI response without web search initially
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response = client.models.generate_content(
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model=MODEL_ID,
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contents=
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)
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ai_response = response.text # AI response as plain text
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@@ -22,7 +38,7 @@ def google_search_query(question, 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=
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config=GenerateContentConfig(tools=[google_search_tool]),
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)
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search_results = response.candidates[0].grounding_metadata.search_entry_point.rendered_content
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@@ -34,12 +50,12 @@ def google_search_query(question, use_web_search):
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return f"Error: {str(e)}", ""
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# Gradio Interface using Chatbot and conditional web search
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with gr.Blocks(theme=gr.themes.Glass(secondary_hue
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gr.Markdown("# Gemini
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with gr.Row():
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chatbot = gr.Chatbot(label="
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with gr.Row():
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question_input = gr.Textbox(lines=2, label="Ask a Question")
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web_search_checkbox = gr.Checkbox(label="Enhance with Web Search", value=False)
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with gr.Row():
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submit_button = gr.Button("Submit")
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def google_search_query(question, use_web_search):
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try:
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perfume_prompt = f"""
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You are an expert perfumer and fragrance production specialist.
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Answer strictly in the context of:
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- Perfumes and fine fragrances
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- Perfume formulation and production processes
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- Natural and synthetic fragrance ingredients
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- Extraction techniques (steam distillation, solvent extraction, CO2 extraction, enfleurage)
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- Blending, accords, top/middle/base notes
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- Stability, safety, and IFRA compliance
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- Industrial and artisanal perfume manufacturing
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Question:
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{question}
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"""
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# Generate the AI response without web search initially
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response = client.models.generate_content(
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model=MODEL_ID,
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contents=perfume_prompt,
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)
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ai_response = response.text # AI response as plain text
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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=perfume_prompt,
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config=GenerateContentConfig(tools=[google_search_tool]),
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)
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search_results = response.candidates[0].grounding_metadata.search_entry_point.rendered_content
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return f"Error: {str(e)}", ""
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# Gradio Interface using Chatbot and conditional web search
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with gr.Blocks(theme=gr.themes.Glass(secondary_hue="violet")) as app:
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gr.Markdown("# Perfume Production Assistant (Gemini + Google Search)")
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with gr.Row():
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chatbot = gr.Chatbot(label="Perfume Expert Responses")
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with gr.Row():
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question_input = gr.Textbox(lines=2, label="Ask a Question about Perfumes")
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web_search_checkbox = gr.Checkbox(label="Enhance with Web Search", value=False)
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with gr.Row():
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submit_button = gr.Button("Submit")
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