Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -1,15 +1,22 @@
|
|
1 |
import gradio as gr
|
2 |
import google.generativeai as genai
|
3 |
import os
|
4 |
-
from datetime import datetime
|
5 |
import plotly.express as px
|
6 |
import pandas as pd
|
7 |
from langdetect import detect
|
8 |
import random
|
|
|
|
|
|
|
9 |
|
10 |
# Configure Gemini API (expects GEMINI_API_KEY in Hugging Face secrets)
|
11 |
genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
|
12 |
|
|
|
|
|
|
|
|
|
13 |
# Coping Strategies Library
|
14 |
coping_strategies = {
|
15 |
"happy": [
|
@@ -57,14 +64,36 @@ regional_resources = {
|
|
57 |
]
|
58 |
}
|
59 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
60 |
# Initialize Gemini model
|
61 |
model = genai.GenerativeModel("gemini-1.5-flash",
|
62 |
generation_config={"temperature": 0.7, "max_output_tokens": 200})
|
63 |
|
64 |
# Chatbot function
|
65 |
-
def chatbot_function(message,
|
66 |
-
|
67 |
-
|
|
|
|
|
|
|
68 |
|
69 |
# Multilingual Support: Detect input language
|
70 |
try:
|
@@ -117,6 +146,7 @@ def chatbot_function(message, history, mood, conversation_mode, region, state):
|
|
117 |
|
118 |
# Update history
|
119 |
history[-1][1] = response_text
|
|
|
120 |
|
121 |
# Format history for display
|
122 |
chat_display = ""
|
@@ -126,7 +156,12 @@ def chatbot_function(message, history, mood, conversation_mode, region, state):
|
|
126 |
if bot_msg:
|
127 |
chat_display += f"**Bot**: {bot_msg}\n\n"
|
128 |
|
129 |
-
return chat_display,
|
|
|
|
|
|
|
|
|
|
|
130 |
|
131 |
# Mood journal function
|
132 |
def log_mood(mood, state):
|
@@ -160,26 +195,93 @@ def show_emergency_resources():
|
|
160 |
- [MentalHealth.gov](https://www.mentalhealth.gov/)
|
161 |
"""
|
162 |
|
163 |
-
#
|
164 |
-
|
165 |
-
|
166 |
-
|
167 |
-
|
168 |
-
|
169 |
-
|
170 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
171 |
# Initialize state
|
172 |
-
state = gr.State({"mood_journal": [], "feedback": []})
|
173 |
-
history = gr.State()
|
174 |
-
|
175 |
-
# Theme Toggle
|
176 |
-
theme_state = gr.State(value="light")
|
177 |
-
def toggle_theme(theme):
|
178 |
-
new_theme = "dark" if theme == "light" else "light"
|
179 |
-
return new_theme, f".{new_theme}-mode"
|
180 |
-
theme_btn = gr.Button("Toggle Dark/Light Mode")
|
181 |
-
theme_output = gr.HTML(value=".light-mode")
|
182 |
-
theme_btn.click(toggle_theme, inputs=theme_state, outputs=[theme_state, theme_output])
|
183 |
|
184 |
gr.Markdown("# Mental Health Support Chatbot")
|
185 |
gr.Markdown("I'm here to listen and support you. Feel free to share how you're feeling.")
|
@@ -239,21 +341,43 @@ with gr.Blocks(css=css, title="Mental Health Support Chatbot") as demo:
|
|
239 |
feedback_btn = gr.Button("Submit Feedback")
|
240 |
feedback_output = gr.Textbox(label="Feedback Status", interactive=False)
|
241 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
242 |
# Event Handlers
|
243 |
submit_btn.click(
|
244 |
fn=chatbot_function,
|
245 |
-
inputs=[user_input,
|
246 |
-
outputs=[chatbot,
|
247 |
)
|
248 |
user_input.submit(
|
249 |
fn=chatbot_function,
|
250 |
-
inputs=[user_input,
|
251 |
-
outputs=[chatbot,
|
252 |
)
|
253 |
clear_btn.click(
|
254 |
-
fn=
|
255 |
-
inputs=
|
256 |
-
outputs=[chatbot,
|
257 |
)
|
258 |
emergency_btn.click(
|
259 |
fn=show_emergency_resources,
|
@@ -275,6 +399,16 @@ with gr.Blocks(css=css, title="Mental Health Support Chatbot") as demo:
|
|
275 |
inputs=[feedback_text, feedback_rating, state],
|
276 |
outputs=[feedback_output, state]
|
277 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
278 |
|
279 |
# Resource Links
|
280 |
gr.Markdown("""
|
|
|
1 |
import gradio as gr
|
2 |
import google.generativeai as genai
|
3 |
import os
|
4 |
+
from datetime import datetime, timedelta
|
5 |
import plotly.express as px
|
6 |
import pandas as pd
|
7 |
from langdetect import detect
|
8 |
import random
|
9 |
+
import smtplib
|
10 |
+
from email.message import EmailMessage
|
11 |
+
import re
|
12 |
|
13 |
# Configure Gemini API (expects GEMINI_API_KEY in Hugging Face secrets)
|
14 |
genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
|
15 |
|
16 |
+
# Gmail SMTP configuration (expects GMAIL_ADDRESS and GMAIL_APP_PASSWORD in secrets)
|
17 |
+
GMAIL_ADDRESS = os.getenv("GMAIL_ADDRESS")
|
18 |
+
GMAIL_APP_PASSWORD = os.getenv("GMAIL_APP_PASSWORD")
|
19 |
+
|
20 |
# Coping Strategies Library
|
21 |
coping_strategies = {
|
22 |
"happy": [
|
|
|
64 |
]
|
65 |
}
|
66 |
|
67 |
+
# Mock Therapist Database
|
68 |
+
therapists = {
|
69 |
+
"Dr. Jane Smith": {
|
70 |
+
"specialty": "Anxiety and Depression",
|
71 |
+
"email": "[email protected]",
|
72 |
+
"times": ["09:00", "11:00", "14:00", "16:00"]
|
73 |
+
},
|
74 |
+
"Dr. Amit Patel": {
|
75 |
+
"specialty": "Stress Management",
|
76 |
+
"email": "[email protected]",
|
77 |
+
"times": ["10:00", "12:00", "15:00", "17:00"]
|
78 |
+
},
|
79 |
+
"Dr. Sarah Brown": {
|
80 |
+
"specialty": "Trauma and PTSD",
|
81 |
+
"email": "[email protected]",
|
82 |
+
"times": ["08:00", "13:00", "15:30", "18:00"]
|
83 |
+
}
|
84 |
+
}
|
85 |
+
|
86 |
# Initialize Gemini model
|
87 |
model = genai.GenerativeModel("gemini-1.5-flash",
|
88 |
generation_config={"temperature": 0.7, "max_output_tokens": 200})
|
89 |
|
90 |
# Chatbot function
|
91 |
+
def chatbot_function(message, mood, conversation_mode, region, state):
|
92 |
+
# Initialize chat history if not present
|
93 |
+
if "chat_history" not in state:
|
94 |
+
state["chat_history"] = []
|
95 |
+
|
96 |
+
history = state["chat_history"]
|
97 |
|
98 |
# Multilingual Support: Detect input language
|
99 |
try:
|
|
|
146 |
|
147 |
# Update history
|
148 |
history[-1][1] = response_text
|
149 |
+
state["chat_history"] = history
|
150 |
|
151 |
# Format history for display
|
152 |
chat_display = ""
|
|
|
156 |
if bot_msg:
|
157 |
chat_display += f"**Bot**: {bot_msg}\n\n"
|
158 |
|
159 |
+
return chat_display, state
|
160 |
+
|
161 |
+
# Clear chat history
|
162 |
+
def clear_chat(state):
|
163 |
+
state["chat_history"] = []
|
164 |
+
return "", state
|
165 |
|
166 |
# Mood journal function
|
167 |
def log_mood(mood, state):
|
|
|
195 |
- [MentalHealth.gov](https://www.mentalhealth.gov/)
|
196 |
"""
|
197 |
|
198 |
+
# Get available times for selected therapist
|
199 |
+
def get_available_times(therapist):
|
200 |
+
if therapist and therapist in therapists:
|
201 |
+
return therapists[therapist]["times"], f"Available times for {therapist} loaded."
|
202 |
+
return [], "Please select a therapist."
|
203 |
+
|
204 |
+
# Schedule appointment
|
205 |
+
def schedule_appointment(therapist, time_slot, date, user_email, state):
|
206 |
+
if not therapist or therapist not in therapists:
|
207 |
+
return "Please select a therapist.", state
|
208 |
+
if not time_slot:
|
209 |
+
return "Please select a time slot.", state
|
210 |
+
if not date:
|
211 |
+
return "Please select a date.", state
|
212 |
+
if not user_email or not re.match(r"[^@]+@[^@]+\.[^@]+", user_email):
|
213 |
+
return "Please enter a valid email address.", state
|
214 |
+
|
215 |
+
try:
|
216 |
+
appointment_date = datetime.strptime(date, "%Y-%m-%d")
|
217 |
+
if appointment_date < datetime.now():
|
218 |
+
return "Please select a future date.", state
|
219 |
+
except ValueError:
|
220 |
+
return "Invalid date format. Use YYYY-MM-DD.", state
|
221 |
+
|
222 |
+
# Store appointment
|
223 |
+
appointment = {
|
224 |
+
"therapist": therapist,
|
225 |
+
"time": time_slot,
|
226 |
+
"date": date,
|
227 |
+
"user_email": user_email,
|
228 |
+
"timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
229 |
+
}
|
230 |
+
state["appointments"].append(appointment)
|
231 |
+
|
232 |
+
# Send email to therapist
|
233 |
+
therapist_email = therapists[therapist]["email"]
|
234 |
+
msg_therapist = EmailMessage()
|
235 |
+
msg_therapist.set_content(f"""
|
236 |
+
Dear {therapist},
|
237 |
+
|
238 |
+
You have a new appointment scheduled:
|
239 |
+
- Date: {date}
|
240 |
+
- Time: {time_slot}
|
241 |
+
- Client Email: {user_email}
|
242 |
+
|
243 |
+
Please confirm with the client.
|
244 |
+
|
245 |
+
Best regards,
|
246 |
+
Mental Health Chatbot
|
247 |
+
""")
|
248 |
+
msg_therapist["Subject"] = "New Appointment Scheduled"
|
249 |
+
msg_therapist["From"] = GMAIL_ADDRESS
|
250 |
+
msg_therapist["To"] = therapist_email
|
251 |
+
|
252 |
+
# Send email to user
|
253 |
+
msg_user = EmailMessage()
|
254 |
+
msg_user.set_content(f"""
|
255 |
+
Dear User,
|
256 |
+
|
257 |
+
Your appointment has been booked:
|
258 |
+
- Therapist: {therapist}
|
259 |
+
- Date: {date}
|
260 |
+
- Time: {time_slot}
|
261 |
+
|
262 |
+
You will receive a confirmation from {therapist} soon.
|
263 |
+
|
264 |
+
Best regards,
|
265 |
+
Mental Health Chatbot
|
266 |
+
""")
|
267 |
+
msg_user["Subject"] = "Appointment Confirmation"
|
268 |
+
msg_user["From"] = GMAIL_ADDRESS
|
269 |
+
msg_user["To"] = user_email
|
270 |
+
|
271 |
+
# Send emails
|
272 |
+
try:
|
273 |
+
with smtplib.SMTP_SSL("smtp.gmail.com", 465) as server:
|
274 |
+
server.login(GMAIL_ADDRESS, GMAIL_APP_PASSWORD)
|
275 |
+
server.send_message(msg_therapist)
|
276 |
+
server.send_message(msg_user)
|
277 |
+
return f"Appointment booked with {therapist} on {date} at {time_slot}. Confirmation emails sent!", state
|
278 |
+
except Exception as e:
|
279 |
+
return f"Failed to send emails: {str(e)}. Appointment stored but emails not sent.", state
|
280 |
+
|
281 |
+
# Gradio Interface
|
282 |
+
with gr.Blocks(title="Mental Health Support Chatbot") as demo:
|
283 |
# Initialize state
|
284 |
+
state = gr.State({"chat_history": [], "mood_journal": [], "feedback": [], "appointments": []})
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
285 |
|
286 |
gr.Markdown("# Mental Health Support Chatbot")
|
287 |
gr.Markdown("I'm here to listen and support you. Feel free to share how you're feeling.")
|
|
|
341 |
feedback_btn = gr.Button("Submit Feedback")
|
342 |
feedback_output = gr.Textbox(label="Feedback Status", interactive=False)
|
343 |
|
344 |
+
# Appointment Scheduling
|
345 |
+
with gr.Accordion("Schedule Appointment"):
|
346 |
+
therapist = gr.Dropdown(
|
347 |
+
choices=list(therapists.keys()),
|
348 |
+
label="Select a Therapist"
|
349 |
+
)
|
350 |
+
time_slot = gr.Dropdown(
|
351 |
+
choices=[],
|
352 |
+
label="Select a Time Slot",
|
353 |
+
interactive=True
|
354 |
+
)
|
355 |
+
date = gr.Textbox(
|
356 |
+
label="Appointment Date (YYYY-MM-DD)",
|
357 |
+
placeholder="e.g., 2025-04-20"
|
358 |
+
)
|
359 |
+
user_email = gr.Textbox(
|
360 |
+
label="Your Email Address",
|
361 |
+
placeholder="e.g., [email protected]"
|
362 |
+
)
|
363 |
+
schedule_btn = gr.Button("Book Appointment")
|
364 |
+
schedule_output = gr.Textbox(label="Booking Status", interactive=False)
|
365 |
+
|
366 |
# Event Handlers
|
367 |
submit_btn.click(
|
368 |
fn=chatbot_function,
|
369 |
+
inputs=[user_input, mood, conversation_mode, region, state],
|
370 |
+
outputs=[chatbot, state]
|
371 |
)
|
372 |
user_input.submit(
|
373 |
fn=chatbot_function,
|
374 |
+
inputs=[user_input, mood, conversation_mode, region, state],
|
375 |
+
outputs=[chatbot, state]
|
376 |
)
|
377 |
clear_btn.click(
|
378 |
+
fn=clear_chat,
|
379 |
+
inputs=[state],
|
380 |
+
outputs=[chatbot, state]
|
381 |
)
|
382 |
emergency_btn.click(
|
383 |
fn=show_emergency_resources,
|
|
|
399 |
inputs=[feedback_text, feedback_rating, state],
|
400 |
outputs=[feedback_output, state]
|
401 |
)
|
402 |
+
therapist.change(
|
403 |
+
fn=get_available_times,
|
404 |
+
inputs=therapist,
|
405 |
+
outputs=[time_slot, schedule_output]
|
406 |
+
)
|
407 |
+
schedule_btn.click(
|
408 |
+
fn=schedule_appointment,
|
409 |
+
inputs=[therapist, time_slot, date, user_email, state],
|
410 |
+
outputs=[schedule_output, state]
|
411 |
+
)
|
412 |
|
413 |
# Resource Links
|
414 |
gr.Markdown("""
|