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Update moti_chat.py
Browse files- moti_chat.py +155 -15
moti_chat.py
CHANGED
@@ -1,21 +1,27 @@
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import streamlit as st
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import
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from datetime import datetime
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def show_moti_chat():
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st.title("Moti Chat - AI
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# Initialize chat history
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if "messages" not in st.session_state:
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st.session_state.messages = [
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# Display chat history
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for message in st.session_state.messages:
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with st.chat_message(message["role"]):
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st.markdown(message["content"])
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# Chat input
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if prompt := st.chat_input("
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# Add user message to chat history
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st.session_state.messages.append({"role": "user", "content": prompt})
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@@ -25,13 +31,147 @@ def show_moti_chat():
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# Generate AI response
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with st.chat_message("assistant"):
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import streamlit as st
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import google.generativeai as genai
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from datetime import datetime
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from prompts import USER_SUPPORT_SYSTEM_PROMPT, MI_SYSTEM_PROMPT
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def show_moti_chat():
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st.title("Moti Chat - AI Mental Health Assistant")
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# Initialize chat history
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if "messages" not in st.session_state:
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st.session_state.messages = [
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{"role": "system", "content": USER_SUPPORT_SYSTEM_PROMPT}
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]
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# Chat interface
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st.write("This is a safe space to discuss your thoughts and feelings. I'm here to listen and support you.")
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# Display chat history
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for message in st.session_state.messages[1:]: # Skip system message
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with st.chat_message(message["role"]):
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st.markdown(message["content"])
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# Chat input
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if prompt := st.chat_input("Share what's on your mind..."):
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# Add user message to chat history
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st.session_state.messages.append({"role": "user", "content": prompt})
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# Generate AI response
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with st.chat_message("assistant"):
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message_placeholder = st.empty()
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try:
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# Prepare chat context
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chat_context = "\n".join([
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msg["content"] for msg in st.session_state.messages[-5:] # Last 5 messages for context
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])
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# Generate response using Gemini
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response = generate_response(chat_context, prompt)
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# Display response
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message_placeholder.markdown(response)
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# Add AI response to chat history
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st.session_state.messages.append({"role": "assistant", "content": response})
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except Exception as e:
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error_message = f"I apologize, but I'm having trouble responding right now. Error: {str(e)}"
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message_placeholder.error(error_message)
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st.session_state.messages.append({"role": "assistant", "content": error_message})
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def generate_response(context, prompt):
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try:
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# Configure Gemini model
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model = genai.GenerativeModel('gemini-pro')
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# Prepare the prompt with context and MI principles
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full_prompt = f"""
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Context: You are a mental health support AI using Motivational Interviewing principles.
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Previous conversation context: {context}
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User's message: {prompt}
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Please provide an empathetic, supportive response that:
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1. Shows empathy and understanding
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2. Uses reflective listening
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3. Encourages self-reflection
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4. Supports autonomy
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5. Avoids direct advice unless specifically requested
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6. Maintains professional boundaries
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Response:
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"""
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# Generate response
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response = model.generate_content(full_prompt)
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# Process and return response
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return response.text
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except Exception as e:
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st.error(f"Error generating response: {str(e)}")
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return "I apologize, but I'm having trouble responding right now. Please try again."
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def save_chat_history():
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"""Save chat history to file"""
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if len(st.session_state.messages) > 1: # If there are messages besides the system prompt
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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filename = f"chat_history_{timestamp}.txt"
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try:
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with open(filename, "w", encoding="utf-8") as f:
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for message in st.session_state.messages[1:]: # Skip system message
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f.write(f"{message['role']}: {message['content']}\n\n")
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return filename
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except Exception as e:
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st.error(f"Error saving chat history: {str(e)}")
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return None
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def load_chat_history(file):
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"""Load chat history from file"""
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try:
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messages = [{"role": "system", "content": USER_SUPPORT_SYSTEM_PROMPT}]
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with open(file, "r", encoding="utf-8") as f:
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content = f.read().split("\n\n")
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for message in content:
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if message.strip():
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role, content = message.split(": ", 1)
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messages.append({"role": role, "content": content})
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return messages
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except Exception as e:
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st.error(f"Error loading chat history: {str(e)}")
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return None
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# Add chat controls
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def show_chat_controls():
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st.sidebar.subheader("Chat Controls")
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# Save chat history
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if st.sidebar.button("Save Chat History"):
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filename = save_chat_history()
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if filename:
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st.sidebar.success(f"Chat history saved to {filename}")
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# Load chat history
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uploaded_file = st.sidebar.file_uploader("Load Chat History", type="txt")
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if uploaded_file is not None:
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messages = load_chat_history(uploaded_file)
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if messages:
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st.session_state.messages = messages
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st.sidebar.success("Chat history loaded successfully")
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# Clear chat
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if st.sidebar.button("Clear Chat"):
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st.session_state.messages = [
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{"role": "system", "content": USER_SUPPORT_SYSTEM_PROMPT}
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]
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st.sidebar.success("Chat cleared")
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# Add emergency resources
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def show_emergency_resources():
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with st.sidebar.expander("Emergency Resources"):
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st.markdown("""
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If you're experiencing a mental health emergency:
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🚨 **Emergency Services**: 911
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🆘 **Crisis Hotlines**:
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- National Suicide Prevention Lifeline: 988
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- Crisis Text Line: Text HOME to 741741
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🏥 **Other Resources**:
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- SAMHSA's National Helpline: 1-800-662-4357
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- National Alliance on Mental Illness: 1-800-950-6264
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Remember: If you're having thoughts of self-harm or suicide,
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please seek immediate professional help.
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""")
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# Add feedback mechanism
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def show_feedback():
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with st.sidebar.expander("Provide Feedback"):
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feedback = st.text_area("How can we improve?")
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if st.button("Submit Feedback"):
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# Add feedback handling logic here
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st.success("Thank you for your feedback!")
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def show_moti_chat_main():
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show_moti_chat()
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show_chat_controls()
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show_emergency_resources()
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show_feedback()
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