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Update app.py
Browse files
app.py
CHANGED
@@ -76,22 +76,22 @@ regional_resources = {
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]
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}
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# Mock Therapist Database
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therapists = {
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"Dr. Jane Smith": {
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"specialty": "Anxiety and Depression",
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"email": "[email protected]",
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"times": ["09:00", "11:00", "14:00", "16:00"]
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},
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"Dr. Amit Patel": {
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"specialty": "Stress Management",
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"email": "[email protected]",
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"times": ["10:00", "12:00", "15:00", "17:00"]
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},
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"Dr. Sarah Brown": {
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"specialty": "Trauma and PTSD",
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"email": "[email protected]",
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"times": ["08:00", "13:00", "15:30", "18:00"]
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}
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}
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@@ -101,33 +101,27 @@ model = genai.GenerativeModel("gemini-1.5-flash",
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# Chatbot function
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def chatbot_function(message, mood, conversation_mode, region, state):
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# Initialize chat history if not present
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if "chat_history" not in state:
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state["chat_history"] = []
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history = state["chat_history"]
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# Multilingual Support: Detect input language
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try:
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lang = detect(message) if message.strip() else "en"
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except:
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lang = "en"
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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
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history.append([message, None])
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# Themed Conversation Modes: Adjust tone
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tone_instruction = {
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"Calm": "Respond in a soothing, gentle tone to promote relaxation.",
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"Motivational": "Use an uplifting, encouraging tone to inspire confidence.",
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"Neutral": "Maintain a balanced, empathetic tone."
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}.get(conversation_mode, "Maintain a balanced, empathetic tone.")
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# Prepare prompt
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prompt = f"""
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You are a compassionate mental health support chatbot. Engage in a supportive conversation with the user based on their input: {message}.
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- Provide empathetic, sensitive responses in the user's language (detected as {lang}).
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@@ -137,30 +131,25 @@ def chatbot_function(message, mood, conversation_mode, region, state):
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- Keep responses concise, warm, and encouraging.
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"""
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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:
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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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# Add coping strategy if mood is provided
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if mood and mood != "Select mood (optional)":
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mood_key = mood.lower()
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if mood_key in coping_strategies:
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strategy = random.choice(coping_strategies[mood_key])
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response_text += f"\n\n**Coping Strategy**: {strategy}"
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# Add regional resources
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region_key = region if region in regional_resources else "Global"
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resources = "\n\n**Recommended Resources**:\n" + "\n".join(regional_resources[region_key])
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response_text += resources
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# Update history
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history[-1][1] = response_text
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state["chat_history"] = history
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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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@@ -210,8 +199,8 @@ def show_emergency_resources():
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# Get available times for selected therapist
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def get_available_times(therapist):
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if therapist and therapist in therapists:
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return
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return
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# Create MIME message for Gmail API
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def create_message(to, subject, message_text):
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@@ -227,7 +216,6 @@ def send_emails(therapist, time_slot, date, user_email, therapist_email, state):
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if "failed_emails" not in state:
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state["failed_emails"] = []
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# Therapist email
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therapist_body = f"""
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Dear {therapist},
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@@ -243,7 +231,6 @@ Mental Health Chatbot
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"""
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therapist_message = create_message(therapist_email, "New Appointment", therapist_body)
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# User email
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user_body = f"""
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Dear User,
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@@ -261,12 +248,8 @@ Mental Health Chatbot
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try:
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service = get_gmail_service()
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# Send therapist email
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therapist_result = service.users().messages().send(userId="me", body=therapist_message).execute()
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# Send user email
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user_result = service.users().messages().send(userId="me", body=user_message).execute()
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return True, ""
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except HttpError as e:
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error_msg = f"Gmail API error: {str(e)}"
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@@ -291,7 +274,7 @@ Mental Health Chatbot
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def schedule_appointment(therapist, time_slot, date, user_email, state):
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if not therapist or therapist not in therapists:
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return "Please select a therapist.", state
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if not time_slot
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return "Please select a valid time slot.", state
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if not date:
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return "Please select a date.", state
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@@ -303,107 +286,193 @@ def schedule_appointment(therapist, time_slot, date, user_email, state):
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if appointment_date < datetime.now():
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return "Please select a future date.", state
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except ValueError:
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return "Invalid date format.
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# Store appointment
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appointment = {
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"therapist": therapist,
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"time":
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"date": date,
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"user_email": user_email,
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"timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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}
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state["appointments"].append(appointment)
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# Send emails
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therapist_email = therapists[therapist]["email"]
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success, error_msg = send_emails(therapist,
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if success:
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return f"Appointment booked with {therapist} on {date} at {
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else:
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return (f"Appointment booked with {therapist} on {date} at {
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f"Emails from {GMAIL_ADDRESS} could not be sent. "
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f"Please email {therapist_email} with your details (date: {date}, time: {
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f"and check {user_email} for confirmation (spam/junk)."), state
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# Gradio Interface
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with gr.Blocks(title="Mental Health Support Chatbot") as demo:
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# Initialize state
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state = gr.State({"chat_history": [], "mood_journal": [], "feedback": [], "appointments": [], "failed_emails": []})
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gr.Markdown("# Mental Health Support Chatbot")
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gr.Markdown("
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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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# Conversation Mode
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conversation_mode = gr.Radio(
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choices=["Neutral", "Calm", "Motivational"],
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label="Conversation Style",
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value="Neutral"
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)
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# Region Selector
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region = gr.Dropdown(
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choices=["USA", "India", "UK", "Global"],
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label="Select your region for tailored resources",
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value="Global"
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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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-
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-
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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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# Mood Journal
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with gr.Accordion("Mood Journal"):
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log_mood_btn = gr.Button("Log Mood")
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mood_log_output = gr.Textbox(label="Mood Log Status", interactive=False)
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mood_trend_btn = gr.Button("Show Mood Trends")
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mood_trend_output = gr.Plot()
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# Feedback
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with gr.Accordion("Provide Feedback"):
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feedback_text = gr.Textbox(label="Your Feedback
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feedback_rating = gr.Slider(minimum=1, maximum=5, step=1, label="Rate this interaction")
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feedback_btn = gr.Button("Submit Feedback")
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feedback_output = gr.Textbox(label="Feedback Status", interactive=False)
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with gr.Accordion("Schedule Appointment"):
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therapist = gr.Dropdown(
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choices=list(therapists.keys()),
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label="Select a Therapist"
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)
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time_slot = gr.Dropdown(
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choices=[],
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label="Select a Time Slot",
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value=None,
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interactive=True
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)
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date = gr.Textbox(
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label="Appointment Date
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)
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user_email = gr.Textbox(
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label="Your Email Address",
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schedule_btn = gr.Button("Book Appointment")
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schedule_output = gr.Textbox(label="Booking Status", interactive=False)
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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, mood, conversation_mode, region, state],
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therapist.change(
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fn=get_available_times,
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inputs=therapist,
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outputs=
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)
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schedule_btn.click(
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fn=schedule_appointment,
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outputs=[schedule_output, state]
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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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- [Crisis Text Line](https://www.crisistextline.org/)
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""")
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# Launch (for local testing)
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if __name__ == "__main__":
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demo.launch()
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]
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}
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+
# Mock Therapist Database (times adjusted for time picker compatibility)
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therapists = {
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"Dr. Jane Smith": {
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"specialty": "Anxiety and Depression",
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"email": "[email protected]",
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+
"times": ["09:00", "09:30", "10:00", "10:30", "11:00", "14:00", "14:30", "15:00", "16:00"]
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},
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"Dr. Amit Patel": {
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"specialty": "Stress Management",
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"email": "[email protected]",
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"times": ["10:00", "10:30", "11:00", "11:30", "12:00", "15:00", "15:30", "16:00", "17:00"]
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},
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"Dr. Sarah Brown": {
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"specialty": "Trauma and PTSD",
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"email": "[email protected]",
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"times": ["08:00", "08:30", "09:00", "13:00", "13:30", "14:00", "15:30", "16:00", "18:00"]
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}
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}
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# Chatbot function
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def chatbot_function(message, mood, conversation_mode, region, state):
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if "chat_history" not in state:
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state["chat_history"] = []
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history = state["chat_history"]
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try:
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lang = detect(message) if message.strip() else "en"
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except:
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lang = "en"
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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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history.append([message, None])
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tone_instruction = {
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"Calm": "Respond in a soothing, gentle tone to promote relaxation.",
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"Motivational": "Use an uplifting, encouraging tone to inspire confidence.",
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"Neutral": "Maintain a balanced, empathetic tone."
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}.get(conversation_mode, "Maintain a balanced, empathetic tone.")
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prompt = f"""
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You are a compassionate mental health support chatbot. Engage in a supportive conversation with the user based on their input: {message}.
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- Provide empathetic, sensitive responses in the user's language (detected as {lang}).
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- Keep responses concise, warm, and encouraging.
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"""
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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:
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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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if mood and mood != "Select mood (optional)":
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mood_key = mood.lower()
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if mood_key in coping_strategies:
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strategy = random.choice(coping_strategies[mood_key])
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response_text += f"\n\n**Coping Strategy**: {strategy}"
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region_key = region if region in regional_resources else "Global"
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resources = "\n\n**Recommended Resources**:\n" + "\n".join(regional_resources[region_key])
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response_text += resources
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history[-1][1] = response_text
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state["chat_history"] = history
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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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# Get available times for selected therapist
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def get_available_times(therapist):
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if therapist and therapist in therapists:
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return f"Available times for {therapist} loaded. Please select a time."
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return "Please select a therapist."
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# Create MIME message for Gmail API
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def create_message(to, subject, message_text):
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if "failed_emails" not in state:
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state["failed_emails"] = []
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therapist_body = f"""
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Dear {therapist},
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"""
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therapist_message = create_message(therapist_email, "New Appointment", therapist_body)
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user_body = f"""
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Dear User,
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try:
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service = get_gmail_service()
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therapist_result = service.users().messages().send(userId="me", body=therapist_message).execute()
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user_result = service.users().messages().send(userId="me", body=user_message).execute()
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return True, ""
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except HttpError as e:
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error_msg = f"Gmail API error: {str(e)}"
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def schedule_appointment(therapist, time_slot, date, user_email, state):
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if not therapist or therapist not in therapists:
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return "Please select a therapist.", state
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if not time_slot:
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return "Please select a valid time slot.", state
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if not date:
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return "Please select a date.", state
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if appointment_date < datetime.now():
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return "Please select a future date.", state
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except ValueError:
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return "Invalid date format.", state
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try:
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appointment_time = datetime.strptime(time_slot, "%H:%M").strftime("%H:%M")
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if appointment_time not in therapists[therapist]["times"]:
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return f"Time {appointment_time} is not available for {therapist}.", state
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except ValueError:
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return "Invalid time format.", state
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appointment = {
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"therapist": therapist,
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"time": appointment_time,
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"date": date,
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"user_email": user_email,
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"timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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}
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state["appointments"].append(appointment)
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307 |
therapist_email = therapists[therapist]["email"]
|
308 |
+
success, error_msg = send_emails(therapist, appointment_time, date, user_email, therapist_email, state)
|
309 |
if success:
|
310 |
+
return f"Appointment booked with {therapist} on {date} at {appointment_time}. Emails sent from {GMAIL_ADDRESS} to {therapist_email} and {user_email}!", state
|
311 |
else:
|
312 |
+
return (f"Appointment booked with {therapist} on {date} at {appointment_time}. "
|
313 |
f"Emails from {GMAIL_ADDRESS} could not be sent. "
|
314 |
+
f"Please email {therapist_email} with your details (date: {date}, time: {appointment_time}) "
|
315 |
f"and check {user_email} for confirmation (spam/junk)."), state
|
316 |
|
317 |
+
# Custom CSS for beautiful UI
|
318 |
+
custom_css = """
|
319 |
+
/* General Styling */
|
320 |
+
body {
|
321 |
+
font-family: 'Inter', sans-serif;
|
322 |
+
background-color: #f0f4f8;
|
323 |
+
}
|
324 |
+
|
325 |
+
/* Containers */
|
326 |
+
.gradio-container {
|
327 |
+
max-width: 900px;
|
328 |
+
margin: 0 auto;
|
329 |
+
padding: 20px;
|
330 |
+
background: white;
|
331 |
+
border-radius: 16px;
|
332 |
+
box-shadow: 0 4px 20px rgba(0, 0, 0, 0.1);
|
333 |
+
}
|
334 |
+
|
335 |
+
/* Headings */
|
336 |
+
h1 {
|
337 |
+
color: #2c3e50;
|
338 |
+
font-size: 2.5em;
|
339 |
+
text-align: center;
|
340 |
+
margin-bottom: 10px;
|
341 |
+
}
|
342 |
+
|
343 |
+
h2, h3 {
|
344 |
+
color: #34495e;
|
345 |
+
}
|
346 |
+
|
347 |
+
/* Inputs and Buttons */
|
348 |
+
input, select, textarea {
|
349 |
+
border-radius: 8px !important;
|
350 |
+
border: 1px solid #d1d9e0 !important;
|
351 |
+
padding: 10px !important;
|
352 |
+
transition: border-color 0.2s;
|
353 |
+
}
|
354 |
+
|
355 |
+
input:focus, select:focus, textarea:focus {
|
356 |
+
border-color: #3498db !important;
|
357 |
+
outline: none;
|
358 |
+
}
|
359 |
+
|
360 |
+
button {
|
361 |
+
background: linear-gradient(90deg, #3498db, #2980b9) !important;
|
362 |
+
color: white !important;
|
363 |
+
border: none !important;
|
364 |
+
border-radius: 8px !important;
|
365 |
+
padding: 12px 24px !important;
|
366 |
+
font-weight: 600 !important;
|
367 |
+
transition: transform 0.2s, box-shadow 0.2s !important;
|
368 |
+
}
|
369 |
+
|
370 |
+
button:hover {
|
371 |
+
transform: translateY(-2px) !important;
|
372 |
+
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.2) !important;
|
373 |
+
}
|
374 |
+
|
375 |
+
/* Chatbox */
|
376 |
+
textarea[readonly] {
|
377 |
+
background: #f8fafc !important;
|
378 |
+
border-radius: 12px !important;
|
379 |
+
padding: 15px !important;
|
380 |
+
}
|
381 |
+
|
382 |
+
/* Appointment Section */
|
383 |
+
#appointment-section .gr-box {
|
384 |
+
background: #e6f0fa !important;
|
385 |
+
border-radius: 12px !important;
|
386 |
+
padding: 20px !important;
|
387 |
+
}
|
388 |
+
|
389 |
+
/* Date and Time Pickers */
|
390 |
+
input[type="date"], input[type="time"] {
|
391 |
+
background: white !important;
|
392 |
+
cursor: pointer;
|
393 |
+
}
|
394 |
+
|
395 |
+
/* Responsive Design */
|
396 |
+
@media (max-width: 600px) {
|
397 |
+
.gradio-container {
|
398 |
+
padding: 15px;
|
399 |
+
}
|
400 |
+
button {
|
401 |
+
padding: 10px 20px !important;
|
402 |
+
}
|
403 |
+
}
|
404 |
+
"""
|
405 |
+
|
406 |
# Gradio Interface
|
407 |
+
with gr.Blocks(title="Mental Health Support Chatbot", css=custom_css) as demo:
|
|
|
408 |
state = gr.State({"chat_history": [], "mood_journal": [], "feedback": [], "appointments": [], "failed_emails": []})
|
409 |
|
410 |
gr.Markdown("# Mental Health Support Chatbot")
|
411 |
+
gr.Markdown("A safe space to share how you're feeling, with tools to support your well-being.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
412 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
413 |
with gr.Row():
|
414 |
+
with gr.Column(scale=3):
|
415 |
+
mood = gr.Dropdown(
|
416 |
+
choices=["Select mood (optional)", "Happy", "Sad", "Anxious", "Stressed", "Other"],
|
417 |
+
label="How are you feeling today?",
|
418 |
+
value="Select mood (optional)"
|
419 |
+
)
|
420 |
+
conversation_mode = gr.Radio(
|
421 |
+
choices=["Neutral", "Calm", "Motivational"],
|
422 |
+
label="Conversation Style",
|
423 |
+
value="Neutral"
|
424 |
+
)
|
425 |
+
region = gr.Dropdown(
|
426 |
+
choices=["USA", "India", "UK", "Global"],
|
427 |
+
label="Your Region",
|
428 |
+
value="Global"
|
429 |
+
)
|
430 |
+
with gr.Column(scale=7):
|
431 |
+
chatbot = gr.Textbox(
|
432 |
+
label="Conversation",
|
433 |
+
value="",
|
434 |
+
interactive=False,
|
435 |
+
lines=12,
|
436 |
+
show_copy_button=True
|
437 |
+
)
|
438 |
+
user_input = gr.Textbox(
|
439 |
+
placeholder="Type your message here...",
|
440 |
+
label="Your Message",
|
441 |
+
lines=2
|
442 |
+
)
|
443 |
+
with gr.Row():
|
444 |
+
submit_btn = gr.Button("Send")
|
445 |
+
clear_btn = gr.Button("Clear Chat")
|
446 |
|
|
|
447 |
emergency_btn = gr.Button("Emergency Resources")
|
448 |
emergency_output = gr.Markdown("")
|
449 |
|
|
|
450 |
with gr.Accordion("Mood Journal"):
|
451 |
log_mood_btn = gr.Button("Log Mood")
|
452 |
mood_log_output = gr.Textbox(label="Mood Log Status", interactive=False)
|
453 |
mood_trend_btn = gr.Button("Show Mood Trends")
|
454 |
mood_trend_output = gr.Plot()
|
455 |
|
|
|
456 |
with gr.Accordion("Provide Feedback"):
|
457 |
+
feedback_text = gr.Textbox(label="Your Feedback", placeholder="How can we improve?")
|
458 |
feedback_rating = gr.Slider(minimum=1, maximum=5, step=1, label="Rate this interaction")
|
459 |
feedback_btn = gr.Button("Submit Feedback")
|
460 |
feedback_output = gr.Textbox(label="Feedback Status", interactive=False)
|
461 |
|
462 |
+
with gr.Accordion("Schedule Appointment", elem_id="appointment-section"):
|
|
|
463 |
therapist = gr.Dropdown(
|
464 |
choices=list(therapists.keys()),
|
465 |
label="Select a Therapist"
|
466 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
467 |
date = gr.Textbox(
|
468 |
+
label="Appointment Date",
|
469 |
+
type="date",
|
470 |
+
placeholder="Select a date"
|
471 |
+
)
|
472 |
+
time_slot = gr.Textbox(
|
473 |
+
label="Appointment Time",
|
474 |
+
type="time",
|
475 |
+
placeholder="Select a time"
|
476 |
)
|
477 |
user_email = gr.Textbox(
|
478 |
label="Your Email Address",
|
|
|
481 |
schedule_btn = gr.Button("Book Appointment")
|
482 |
schedule_output = gr.Textbox(label="Booking Status", interactive=False)
|
483 |
|
|
|
484 |
submit_btn.click(
|
485 |
fn=chatbot_function,
|
486 |
inputs=[user_input, mood, conversation_mode, region, state],
|
|
|
519 |
therapist.change(
|
520 |
fn=get_available_times,
|
521 |
inputs=therapist,
|
522 |
+
outputs=schedule_output
|
523 |
)
|
524 |
schedule_btn.click(
|
525 |
fn=schedule_appointment,
|
|
|
527 |
outputs=[schedule_output, state]
|
528 |
)
|
529 |
|
|
|
530 |
gr.Markdown("""
|
531 |
---
|
532 |
**Helpful Resources:**
|
|
|
535 |
- [Crisis Text Line](https://www.crisistextline.org/)
|
536 |
""")
|
537 |
|
|
|
538 |
if __name__ == "__main__":
|
539 |
demo.launch()
|