Spaces:
Sleeping
Sleeping
File size: 16,518 Bytes
89ee91c 536ea02 4a38a02 d087a68 6d68909 d087a68 89ee91c 45b8783 89ee91c 45b8783 6d68909 d087a68 6d68909 d087a68 deccd69 d087a68 45b8783 eaf09f9 4a38a02 2897fd5 4a38a02 2897fd5 4a38a02 2897fd5 4a38a02 89ee91c c453b2b 6d68909 48a842c 6d68909 48a842c 6d68909 48a842c 6d68909 89ee91c 6d68909 89ee91c 45b8783 4a38a02 45b8783 4a38a02 45b8783 89ee91c 4a38a02 89ee91c 45b8783 2897fd5 89ee91c 45b8783 4a38a02 45b8783 4a38a02 89ee91c 6d68909 89ee91c 6d68909 89ee91c 4a38a02 18d01a8 45b8783 4a38a02 18d01a8 45b8783 4a38a02 18d01a8 45b8783 18d01a8 4a38a02 18d01a8 4a38a02 18d01a8 45b8783 18d01a8 4a38a02 89ee91c 6d68909 45b8783 299af4d 6d68909 d087a68 999e1f6 d087a68 999e1f6 d087a68 6d68909 999e1f6 d087a68 999e1f6 d087a68 6d68909 45b8783 d087a68 45b8783 d087a68 eaf09f9 d087a68 eaf09f9 d087a68 536ea02 299af4d 45b8783 536ea02 45b8783 536ea02 6d68909 536ea02 45b8783 48a842c 45b8783 536ea02 48a842c 536ea02 48a842c 536ea02 45b8783 536ea02 48a842c 45b8783 6d68909 ce70a3a 2897fd5 ce70a3a 45b8783 ce70a3a 45b8783 ce70a3a 45b8783 ce70a3a 2897fd5 ce70a3a 45b8783 ce70a3a 45b8783 ce70a3a 2897fd5 ce70a3a 45b8783 ce70a3a 2897fd5 ce70a3a 2897fd5 ce70a3a 2897fd5 ce70a3a 2897fd5 ce70a3a 2897fd5 45b8783 2897fd5 ce70a3a 2897fd5 ce70a3a 2897fd5 ce70a3a 2897fd5 ce70a3a 45b8783 299af4d 2897fd5 299af4d ce70a3a 2897fd5 ce70a3a 2897fd5 ce70a3a deccd69 ce70a3a 45b8783 ce70a3a 45b8783 ce70a3a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 |
import gradio as gr
import google.generativeai as genai
import os
from datetime import datetime
import plotly.express as px
import pandas as pd
from langdetect import detect
import random
from google.oauth2.credentials import Credentials
from googleapiclient.discovery import build
from googleapiclient.errors import HttpError
import base64
from email.mime.text import MIMEText
import re
import json
# Configure Gemini API
genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
# Gmail API configuration
GMAIL_ADDRESS = os.getenv("GMAIL_ADDRESS")
GMAIL_TOKEN_JSON = os.getenv("GMAIL_TOKEN_JSON")
# Initialize Gmail API client
def get_gmail_service():
try:
creds = Credentials.from_authorized_user_info(json.loads(GMAIL_TOKEN_JSON))
return build("gmail", "v1", credentials=creds), None
except Exception as e:
return None, f"Failed to initialize Gmail API: {str(e)}"
# Coping Strategies Library
coping_strategies = {
"happy": [
"Keep the positivity flowing! Try writing down three things you're grateful for today.",
"Share your joy! Call a friend or loved one to spread the good vibes."
],
"sad": [
"It's okay to feel this way. Try a gentle activity like listening to calming music or taking a short walk.",
"Write down your thoughts in a journal to process what's on your mind."
],
"anxious": [
"Take slow, deep breaths: inhale for 4 seconds, hold for 4, exhale for 4.",
"Try a grounding exercise: name 5 things you see, 4 you can touch, 3 you hear, 2 you smell, 1 you taste."
],
"stressed": [
"Pause for a moment and stretch your body to release tension.",
"Break tasks into smaller steps and tackle one at a time."
],
"other": [
"Reflect on what's on your mind with a quick mindfulness moment: focus on your breath for 60 seconds.",
"Engage in a favorite hobby to lift your spirits."
]
}
# Regional Resources
regional_resources = {
"USA": [
"National Suicide Prevention Lifeline: 1-800-273-8255",
"Crisis Text Line: Text HOME to 741741",
"[MentalHealth.gov](https://www.mentalhealth.gov/)"
],
"India": [
"Vandrevala Foundation: 1860-2662-345",
"AASRA Suicide Prevention: +91-9820466726",
"[iCall Helpline](https://icallhelpline.org/)"
],
"UK": [
"Samaritans: 116 123",
"Shout Crisis Text Line: Text SHOUT to 85258",
"[Mind UK](https://www.mind.org.uk/)"
],
"Global": [
"Befrienders Worldwide: [Find a helpline](https://befrienders.org/)",
"[WHO Mental Health Resources](https://www.who.int/health-topics/mental-health)"
]
}
# Mock Therapist Database
therapists = {
"Dr. Jane Smith": {
"specialty": "Anxiety and Depression",
"email": "[email protected]",
"times": ["09:00", "09:30", "10:00", "10:30", "11:00", "14:00", "14:30", "15:00", "16:00"]
},
"Dr. Amit Patel": {
"specialty": "Stress Management",
"email": "[email protected]",
"times": ["10:00", "10:30", "11:00", "11:30", "12:00", "15:00", "15:30", "16:00", "17:00"]
},
"Dr. Sarah Brown": {
"specialty": "Trauma and PTSD",
"email": "[email protected]",
"times": ["08:00", "08:30", "09:00", "13:00", "13:30", "14:00", "15:30", "16:00", "18:00"]
}
}
# Initialize Gemini model
model = genai.GenerativeModel("gemini-1.5-flash",
generation_config={"temperature": 0.7, "max_output_tokens": 200})
# Chatbot function
def chatbot_function(message, mood, conversation_mode, region, state):
if "chat_history" not in state:
state["chat_history"] = []
history = state["chat_history"]
if not message.strip():
return "Please enter a message.", state
try:
lang = detect(message)
except:
lang = "en"
if mood and mood != "Select mood":
history.append([f"I'm feeling {mood.lower()}.", None])
history.append([message, None])
tone_instruction = {
"Calm": "Respond in a soothing, gentle tone to promote relaxation.",
"Motivational": "Use an uplifting, encouraging tone to inspire confidence.",
"Neutral": "Maintain a balanced, empathetic tone."
}.get(conversation_mode, "Maintain a balanced, empathetic tone.")
prompt = f"""
You are a compassionate mental health support chatbot. Engage in a supportive conversation with the user based on their input: {message}.
- Provide empathetic, sensitive responses in the user's language (detected as {lang}).
- {tone_instruction}
- If signs of distress are detected, suggest coping strategies relevant to their mood or input.
- Recommend professional resources tailored to the user's region ({region}).
- Keep responses concise, warm, and encouraging.
"""
try:
response = model.generate_content(prompt)
response_text = response.text
except Exception as e:
response_text = "I'm here for you, but something went wrong. Please try again."
if mood and mood != "Select mood":
mood_key = mood.lower()
if mood_key in coping_strategies:
strategy = random.choice(coping_strategies[mood_key])
response_text += f"\n\n**Coping Strategy**: {strategy}"
region_key = region if region in regional_resources else "Global"
resources = "\n\n**Resources**:\n" + "\n".join(regional_resources[region_key])
response_text += resources
history[-1][1] = response_text
state["chat_history"] = history
chat_display = ""
for user_msg, bot_msg in history:
if user_msg:
chat_display += f"**You**: {user_msg}\n\n"
if bot_msg:
chat_display += f"**Bot**: {bot_msg}\n\n"
return chat_display, state
# Clear chat history
def clear_chat(state):
state["chat_history"] = []
return "", state
# Mood journal function
def log_mood(mood, state):
if mood and mood != "Select mood":
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
state["mood_journal"].append({"timestamp": timestamp, "mood": mood.lower()})
return "Mood logged!", state
return "Please select a mood.", state
# Mood trend visualization
def show_mood_trends(state):
if not state["mood_journal"]:
return "No moods logged yet.", state
df = pd.DataFrame(state["mood_journal"])
fig = px.line(df, x="timestamp", y="mood", title="Mood Trends", markers=True)
return fig, state
# Feedback function
def submit_feedback(feedback_text, rating, state):
if feedback_text or rating:
state["feedback"].append({"text": feedback_text, "rating": rating, "timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")})
return "Feedback submitted!", state
return "Please provide feedback or a rating.", state
# Emergency resources
def show_emergency_resources():
return """
**Crisis Support:**
- National Suicide Prevention Lifeline: 1-800-273-8255
- Crisis Text Line: Text HOME to 741741
- [MentalHealth.gov](https://www.mentalhealth.gov/)
"""
# Get available times for selected therapist
def get_available_times(therapist):
if therapist and therapist in therapists:
return therapists[therapist]["times"], f"Available times for {therapist} loaded."
return ["Select time"], "Please select a therapist."
# Create MIME message for Gmail API
def create_message(to, subject, message_text):
message = MIMEText(message_text)
message["to"] = to
message["from"] = GMAIL_ADDRESS
message["subject"] = subject
raw = base64.urlsafe_b64encode(message.as_bytes()).decode()
return {"raw": raw}
# Send emails using Gmail API
def send_emails(therapist, time_slot, date, user_email, therapist_email, state):
if "failed_emails" not in state:
state["failed_emails"] = []
therapist_body = f"""
Dear {therapist},
You have a new appointment:
- Date: {date}
- Time: {time_slot}
- Client Email: {user_email}
Please confirm with the client.
Best,
Mental Health Chatbot
"""
therapist_message = create_message(therapist_email, "New Appointment", therapist_body)
user_body = f"""
Dear User,
Your appointment is booked:
- Therapist: {therapist}
- Date: {date}
- Time: {time_slot}
Expect a confirmation from {therapist}.
Best,
Mental Health Chatbot
"""
user_message = create_message(user_email, "Appointment Confirmation", user_body)
service, error = get_gmail_service()
if not service:
state["failed_emails"].append({
"therapist_email": {"to": therapist_email, "subject": "New Appointment", "body": therapist_body},
"user_email": {"to": user_email, "subject": "Appointment Confirmation", "body": user_body},
"error": error,
"timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
})
return False, error
try:
service.users().messages().send(userId="me", body=therapist_message).execute()
service.users().messages().send(userId="me", body=user_message).execute()
return True, ""
except HttpError as e:
error_msg = f"Gmail API error: {str(e)}"
state["failed_emails"].append({
"therapist_email": {"to": therapist_email, "subject": "New Appointment", "body": therapist_body},
"user_email": {"to": user_email, "subject": "Appointment Confirmation", "body": user_body},
"error": error_msg,
"timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
})
return False, error_msg
except Exception as e:
error_msg = f"Unexpected error: {str(e)}"
state["failed_emails"].append({
"therapist_email": {"to": therapist_email, "subject": "New Appointment", "body": therapist_body},
"user_email": {"to": user_email, "subject": "Appointment Confirmation", "body": user_body},
"error": error_msg,
"timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
})
return False, error_msg
# Schedule appointment
def schedule_appointment(therapist, time_slot, date, user_email, state):
if not therapist or therapist not in therapists:
return "Please select a therapist.", state
if not time_slot or time_slot == "Select time":
return "Please select a time slot.", state
if not date:
return "Please select a date.", state
if not user_email or not re.match(r"[^@]+@[^@]+\.[^@]+", user_email):
return "Please enter a valid email.", state
try:
appointment_date = datetime.strptime(date, "%Y-%m-%d")
if appointment_date < datetime.now():
return "Please select a future date.", state
except ValueError:
return "Invalid date format (use YYYY-MM-DD).", state
try:
appointment_time = datetime.strptime(time_slot, "%H:%M").strftime("%H:%M")
if appointment_time not in therapists[therapist]["times"]:
return f"Time {appointment_time} is not available for {therapist}.", state
except ValueError:
return "Invalid time format (use HH:MM).", state
appointment = {
"therapist": therapist,
"time": appointment_time,
"date": date,
"user_email": user_email,
"timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
}
state["appointments"].append(appointment)
therapist_email = therapists[therapist]["email"]
success, error_msg = send_emails(therapist, appointment_time, date, user_email, therapist_email, state)
if success:
return f"Appointment booked with {therapist} on {date} at {appointment_time}. Emails sent!", state
else:
return (f"Appointment booked with {therapist} on {date} at {appointment_time}. "
f"Email sending failed: {error_msg}. Please contact {therapist_email}."), state
# Gradio Interface
with gr.Blocks(title="Mental Health Support Chatbot") as demo:
state = gr.State({"chat_history": [], "mood_journal": [], "feedback": [], "appointments": [], "failed_emails": []})
gr.Markdown("## Mental Health Support Chatbot")
gr.Markdown("A safe space to share your feelings and access support.")
with gr.Row():
with gr.Column(scale=1):
mood = gr.Dropdown(
choices=["Select mood", "Happy", "Sad", "Anxious", "Stressed", "Other"],
label="Mood",
value="Select mood"
)
conversation_mode = gr.Radio(
choices=["Neutral", "Calm", "Motivational"],
label="Conversation Style",
value="Neutral"
)
region = gr.Dropdown(
choices=["USA", "India", "UK", "Global"],
label="Region",
value="Global"
)
with gr.Column(scale=2):
chatbot = gr.Textbox(
label="Conversation",
value="",
interactive=False,
lines=10,
show_copy_button=True
)
user_input = gr.Textbox(
placeholder="Type your message here...",
label="Your Message",
lines=2
)
with gr.Row():
submit_btn = gr.Button("Send Message")
clear_btn = gr.Button("Clear Chat")
emergency_btn = gr.Button("Show Crisis Support")
emergency_output = gr.Markdown("")
with gr.Accordion("Mood Journal"):
log_mood_btn = gr.Button("Log Mood")
mood_log_output = gr.Textbox(label="Mood Log Status", interactive=False)
mood_trend_btn = gr.Button("View Mood Trends")
mood_trend_output = gr.Plot()
with gr.Accordion("Provide Feedback"):
feedback_text = gr.Textbox(label="Your Feedback", placeholder="How can we improve?")
feedback_rating = gr.Slider(minimum=1, maximum=5, step=1, label="Rating")
feedback_btn = gr.Button("Submit Feedback")
feedback_output = gr.Textbox(label="Feedback Status", interactive=False)
with gr.Accordion("Schedule Appointment"):
therapist = gr.Dropdown(
choices=list(therapists.keys()),
label="Select Therapist"
)
date = gr.Textbox(
label="Appointment Date",
placeholder="Enter date (YYYY-MM-DD)"
)
time_slot = gr.Dropdown(
choices=["Select time"],
label="Appointment Time",
interactive=True,
allow_custom_value=True
)
user_email = gr.Textbox(
label="Your Email",
placeholder="e.g., [email protected]"
)
schedule_btn = gr.Button("Book Appointment")
schedule_output = gr.Textbox(label="Booking Status", interactive=False)
submit_btn.click(
fn=chatbot_function,
inputs=[user_input, mood, conversation_mode, region, state],
outputs=[chatbot, state]
)
user_input.submit(
fn=chatbot_function,
inputs=[user_input, mood, conversation_mode, region, state],
outputs=[chatbot, state]
)
clear_btn.click(
fn=clear_chat,
inputs=[state],
outputs=[chatbot, state]
)
emergency_btn.click(
fn=show_emergency_resources,
inputs=None,
outputs=emergency_output
)
log_mood_btn.click(
fn=log_mood,
inputs=[mood, state],
outputs=[mood_log_output, state]
)
mood_trend_btn.click(
fn=show_mood_trends,
inputs=[state],
outputs=[mood_trend_output, state]
)
feedback_btn.click(
fn=submit_feedback,
inputs=[feedback_text, feedback_rating, state],
outputs=[feedback_output, state]
)
therapist.change(
fn=get_available_times,
inputs=therapist,
outputs=[time_slot, schedule_output]
)
schedule_btn.click(
fn=schedule_appointment,
inputs=[therapist, time_slot, date, user_email, state],
outputs=[schedule_output, state]
)
gr.Markdown("""
**Resources:**
- [Suicide Prevention Lifeline](https://suicidepreventionlifeline.org/)
- [MentalHealth.gov](https://www.mentalhealth.gov/)
- [Crisis Text Line](https://www.crisistextline.org/)
""")
if __name__ == "__main__":
demo.launch() |