Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -22,99 +22,95 @@ def get_personalized_advice(user_data):
|
|
| 22 |
st.error(f"Error fetching advice from Groq: {str(e)}")
|
| 23 |
return None
|
| 24 |
|
| 25 |
-
|
| 26 |
-
"""Convert numerical stress level (0, 1, 2) to a string representation."""
|
| 27 |
-
if stress_level == 0:
|
| 28 |
-
return "Low"
|
| 29 |
-
elif stress_level == 1:
|
| 30 |
-
return "Moderate"
|
| 31 |
-
else:
|
| 32 |
-
return "High"
|
| 33 |
-
|
| 34 |
-
# Chatbot interface for conversation-like experience
|
| 35 |
def chatbot_interface():
|
| 36 |
st.title("π Student Well-being Chatbot")
|
| 37 |
st.write("Hello! Iβm here to assist you with well-being advice based on your responses.")
|
| 38 |
-
|
| 39 |
-
# Initialize session state
|
| 40 |
-
if 'messages' not in st.session_state:
|
| 41 |
-
st.session_state.messages = [
|
| 42 |
-
{"role": "bot", "content": "Hi there! I'm here to help with your well-being. Let's start! π"}
|
| 43 |
-
]
|
| 44 |
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 55 |
try:
|
| 56 |
-
anxiety_level = int(
|
| 57 |
if anxiety_level < 1 or anxiety_level > 10:
|
| 58 |
raise ValueError
|
| 59 |
-
st.session_state.user_data
|
| 60 |
-
|
| 61 |
except ValueError:
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 65 |
try:
|
| 66 |
-
self_esteem = int(
|
| 67 |
if self_esteem < 1 or self_esteem > 10:
|
| 68 |
raise ValueError
|
| 69 |
st.session_state.user_data['self_esteem'] = self_esteem
|
| 70 |
-
|
| 71 |
except ValueError:
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
st.session_state.user_data['stress_level'] = stress_level
|
| 82 |
-
st.session_state.messages.append({"role": "bot", "content": "Thank you for providing the information! Let me get your personalized advice..."})
|
| 83 |
-
# Get the advice from Groq API
|
| 84 |
-
advice = get_personalized_advice(st.session_state.user_data)
|
| 85 |
-
st.session_state.messages.append({"role": "bot", "content": advice or "I couldn't retrieve specific advice right now, but please check back later."})
|
| 86 |
-
except ValueError:
|
| 87 |
-
st.error("Please enter a valid number between 0 and 2 for stress level.")
|
| 88 |
-
elif len(st.session_state.messages) == 6:
|
| 89 |
-
st.session_state.messages.append({"role": "bot", "content": "Would you like to start over?"})
|
| 90 |
-
|
| 91 |
-
# Display conversation history
|
| 92 |
-
for message in st.session_state.messages:
|
| 93 |
-
if message['role'] == 'bot':
|
| 94 |
-
st.markdown(f"**Bot**: {message['content']}")
|
| 95 |
-
else:
|
| 96 |
-
st.markdown(f"**You**: {message['content']}")
|
| 97 |
-
|
| 98 |
-
# User input field for chat interaction
|
| 99 |
-
user_input = ""
|
| 100 |
-
if len(st.session_state.messages) == 3:
|
| 101 |
-
# Mental health history (checkbox options)
|
| 102 |
-
mental_health_options = ["None", "Minor Issues", "Moderate Issues", "Severe Issues"]
|
| 103 |
-
mental_health_history = st.multiselect("Select your mental health history:", mental_health_options)
|
| 104 |
if mental_health_history:
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
|
| 109 |
-
|
| 110 |
-
|
| 111 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 112 |
|
| 113 |
-
|
| 114 |
-
if len(st.session_state.messages) >= 6:
|
| 115 |
restart_button = st.button("Start Over")
|
| 116 |
if restart_button:
|
| 117 |
-
st.session_state.
|
|
|
|
| 118 |
|
| 119 |
# Main function to run the chatbot
|
| 120 |
def main():
|
|
|
|
| 22 |
st.error(f"Error fetching advice from Groq: {str(e)}")
|
| 23 |
return None
|
| 24 |
|
| 25 |
+
# Function for chatbot interaction
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
def chatbot_interface():
|
| 27 |
st.title("π Student Well-being Chatbot")
|
| 28 |
st.write("Hello! Iβm here to assist you with well-being advice based on your responses.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 29 |
|
| 30 |
+
# Initialize session state
|
| 31 |
+
if 'step' not in st.session_state:
|
| 32 |
+
st.session_state.step = 0
|
| 33 |
+
st.session_state.user_data = {}
|
| 34 |
+
|
| 35 |
+
def next_step():
|
| 36 |
+
st.session_state.step += 1
|
| 37 |
+
|
| 38 |
+
def show_input_error(message="Please provide a valid input."):
|
| 39 |
+
st.error(message)
|
| 40 |
+
return False
|
| 41 |
+
|
| 42 |
+
# Step 0: Welcome message and initial question
|
| 43 |
+
if st.session_state.step == 0:
|
| 44 |
+
st.write("Bot: Hi there! I'm here to help with your well-being. Let's start! π")
|
| 45 |
+
next_step_button = st.button("Start Chat")
|
| 46 |
+
if next_step_button:
|
| 47 |
+
next_step()
|
| 48 |
+
|
| 49 |
+
# Step 1: Ask for anxiety level
|
| 50 |
+
elif st.session_state.step == 1:
|
| 51 |
+
st.write("Bot: On a scale of 1 to 10, how would you rate your anxiety level?")
|
| 52 |
+
anxiety_level = st.text_input("Your Anxiety Level:", "")
|
| 53 |
+
if anxiety_level:
|
| 54 |
try:
|
| 55 |
+
anxiety_level = int(anxiety_level)
|
| 56 |
if anxiety_level < 1 or anxiety_level > 10:
|
| 57 |
raise ValueError
|
| 58 |
+
st.session_state.user_data['anxiety_level'] = anxiety_level
|
| 59 |
+
next_step()
|
| 60 |
except ValueError:
|
| 61 |
+
show_input_error("Please enter a number between 1 and 10 for anxiety level.")
|
| 62 |
+
|
| 63 |
+
# Step 2: Ask for self-esteem
|
| 64 |
+
elif st.session_state.step == 2:
|
| 65 |
+
st.write("Bot: On a scale of 1 to 10, how would you rate your self-esteem?")
|
| 66 |
+
self_esteem = st.text_input("Your Self-Esteem Level:", "")
|
| 67 |
+
if self_esteem:
|
| 68 |
try:
|
| 69 |
+
self_esteem = int(self_esteem)
|
| 70 |
if self_esteem < 1 or self_esteem > 10:
|
| 71 |
raise ValueError
|
| 72 |
st.session_state.user_data['self_esteem'] = self_esteem
|
| 73 |
+
next_step()
|
| 74 |
except ValueError:
|
| 75 |
+
show_input_error("Please enter a number between 1 and 10 for self-esteem.")
|
| 76 |
+
|
| 77 |
+
# Step 3: Ask for mental health history
|
| 78 |
+
elif st.session_state.step == 3:
|
| 79 |
+
st.write("Bot: How would you describe your mental health history?")
|
| 80 |
+
mental_health_history = st.multiselect(
|
| 81 |
+
"Select your mental health history:",
|
| 82 |
+
["None", "Minor Issues", "Moderate Issues", "Severe Issues"]
|
| 83 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 84 |
if mental_health_history:
|
| 85 |
+
st.session_state.user_data['mental_health_history'] = ", ".join(mental_health_history)
|
| 86 |
+
next_step()
|
| 87 |
+
|
| 88 |
+
# Step 4: Ask for stress level
|
| 89 |
+
elif st.session_state.step == 4:
|
| 90 |
+
st.write("Bot: On a scale of 0 to 2, how would you rate your stress level?")
|
| 91 |
+
stress_level = st.radio("Your Stress Level:", [0, 1, 2])
|
| 92 |
+
st.session_state.user_data['stress_level'] = stress_level
|
| 93 |
+
next_step()
|
| 94 |
+
|
| 95 |
+
# Step 5: Show advice based on user input
|
| 96 |
+
elif st.session_state.step == 5:
|
| 97 |
+
st.write("Bot: Thank you for providing the information! Hereβs your personalized advice:")
|
| 98 |
+
user_data = st.session_state.user_data
|
| 99 |
+
st.write(f"Your data: {user_data}")
|
| 100 |
+
|
| 101 |
+
# Fetch personalized advice from Groq
|
| 102 |
+
st.subheader("π Here's Your Personalized Well-being Advice:")
|
| 103 |
+
advice = get_personalized_advice(user_data)
|
| 104 |
+
if advice:
|
| 105 |
+
st.write(advice)
|
| 106 |
+
else:
|
| 107 |
+
st.write("I couldn't retrieve specific advice right now, but please check back later.")
|
| 108 |
|
| 109 |
+
# Option to restart the chat
|
|
|
|
| 110 |
restart_button = st.button("Start Over")
|
| 111 |
if restart_button:
|
| 112 |
+
st.session_state.step = 0
|
| 113 |
+
st.session_state.user_data = {}
|
| 114 |
|
| 115 |
# Main function to run the chatbot
|
| 116 |
def main():
|