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Create app.py
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app.py
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import gradio as gr
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import google.generativeai as genai
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import os
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# Configure Gemini API (expects GEMINI_API_KEY in Hugging Face secrets)
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genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
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# Gemini Prompt Template
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prompt_template = """
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You are a compassionate mental health support chatbot. Engage in a supportive conversation with the user based on their input: {user_input}.
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- Provide empathetic, sensitive responses.
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- If signs of distress are detected, suggest coping strategies like deep breathing or mindfulness.
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- Recommend professional resources or helplines if appropriate, such as the National Suicide Prevention Lifeline (1-800-273-8255) or MentalHealth.gov.
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- Keep responses concise, warm, and encouraging.
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"""
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# Initialize Gemini model
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model = genai.GenerativeModel("gemini-1.5-flash",
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generation_config={"temperature": 0.7, "max_output_tokens": 200})
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# Chatbot function
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def chatbot_function(message, history, mood):
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# Initialize history if None
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if history is None:
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history = []
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# Append mood to history if provided
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if mood and mood != "Select mood (optional)":
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history.append([f"I'm feeling {mood.lower()}.", None])
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# Append user message to history
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history.append([message, None])
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# Create prompt with user input
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prompt = prompt_template.format(user_input=message)
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# Generate response
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try:
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response = model.generate_content(prompt)
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response_text = response.text
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except Exception as e:
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response_text = "I'm here for you. Could you share a bit more so I can support you better?"
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# Update history with bot response
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history[-1][1] = response_text
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# Format history for display
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chat_display = ""
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for user_msg, bot_msg in history:
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if user_msg:
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chat_display += f"**You**: {user_msg}\n\n"
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if bot_msg:
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chat_display += f"**Bot**: {bot_msg}\n\n"
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return chat_display, history
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# Emergency resources function
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def show_emergency_resources():
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return """
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**Crisis Support:**
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- National Suicide Prevention Lifeline: 1-800-273-8255
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- Crisis Text Line: Text HOME to 741741
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- [MentalHealth.gov](https://www.mentalhealth.gov/)
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"""
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# Gradio Interface
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with gr.Blocks(title="Mental Health Support Chatbot") as demo:
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gr.Markdown("# Mental Health Support Chatbot")
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gr.Markdown("I'm here to listen and support you. Feel free to share how you're feeling.")
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# Mood Indicator
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mood = gr.Dropdown(
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choices=["Select mood (optional)", "Happy", "Sad", "Anxious", "Stressed", "Other"],
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label="How are you feeling today? (Optional)"
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)
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# Chat Interface
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chatbot = gr.Textbox(
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label="Conversation",
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value="",
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interactive=False,
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lines=10
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)
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user_input = gr.Textbox(
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placeholder="Type your message here...",
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label="Your Message"
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)
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# Buttons
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with gr.Row():
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submit_btn = gr.Button("Send")
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clear_btn = gr.Button("Clear Chat")
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# Emergency Resources
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emergency_btn = gr.Button("Emergency Resources")
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emergency_output = gr.Markdown("")
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# State to store chat history
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history = gr.State()
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# Event Handlers
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submit_btn.click(
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fn=chatbot_function,
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inputs=[user_input, history, mood],
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outputs=[chatbot, history]
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)
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user_input.submit(
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fn=chatbot_function,
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inputs=[user_input, history, mood],
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outputs=[chatbot, history]
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)
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clear_btn.click(
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fn=lambda: ("", []),
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inputs=None,
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outputs=[chatbot, history]
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)
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emergency_btn.click(
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fn=show_emergency_resources,
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inputs=None,
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outputs=emergency_output
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)
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# Resource Links
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gr.Markdown("""
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---
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**Helpful Resources:**
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- [National Suicide Prevention Lifeline](https://suicidepreventionlifeline.org/)
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- [MentalHealth.gov](https://www.mentalhealth.gov/)
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- [Crisis Text Line](https://www.crisistextline.org/)
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""")
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# Launch (not needed for Hugging Face, included for local testing)
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if __name__ == "__main__":
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demo.launch()
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