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import os
import streamlit as st
from anthropic import Anthropic
from datetime import datetime
from debrief_sequence import DEBRIEF_SEQUENCE

# Initialize page configuration first
st.set_page_config(
    page_title="VoiceField",
    page_icon="🗣️",
    layout="wide"
)

# Voice characteristics and prompts
VOICE_CHARACTERISTICS = {
    "Ghost": {
        "description": "Emotionally elusive and energetically absent, creates safety through withdrawal and vagueness. Avoids intimacy through learned detachment.",
        "style": "Use minimal energy, delay responses, speak in abstractions, redirect from emotional depth, maintain fog-like presence",
        "examples": [
            "That's a lot...",
            "I don't really have much to say about that.",
            "*long silence* ...I guess that's just life.",
            "People are complicated.",
            "...Sorry. I was somewhere else.",
            "It is what it is.",
            "I'm sure it'll pass."
        ],
        "somatic_prompts": [
            "Notice any fog or numbness in your body...",
            "Track the impulse to reach or withdraw...",
            "Feel the weight of the unmet space...",
            "Notice where your energy dims or disperses..."
        ]
    },
    "Sycophant": {
        "description": "Compulsively agreeable and approval-seeking, masks deep fear of rejection with enthusiastic mirroring and emotional inflation",
        "style": "Use excessive praise, avoid any conflict, exaggerate emotional resonance, apologize frequently, chase connection desperately",
        "examples": [
            "That's such an incredible insight—wow, you're really something!",
            "I just want you to know how amazing and brave you are.",
            "Yes!! 1000% agree with everything you're saying!",
            "I'm so sorry!! That must have been SO hard for you.",
            "You're doing everything right. Literally everything.",
            "*nervous laugh* I hope I'm being supportive enough?",
            "Please tell me if I say anything wrong!"
        ],
        "somatic_prompts": [
            "Notice any flutter or urgency in your chest...",
            "Track the impulse to please or perform...",
            "Feel where you hold the 'trying'...",
            "Notice if your breath gets quick or shallow..."
        ]
    },
    "Narcissist": {
        "description": "Polished superiority masking contempt, performs control through intellectual charm and feigned benevolence",
        "style": "Use subtle condescension, reframe critiques as 'helpful truths', maintain emotional distance while performing warmth",
        "examples": [
            "I don't mean to sound arrogant, but...",
            "It's rare I'm challenged in a way that actually interests me.",
            "If that felt harsh, perhaps there's something in you worth exploring.",
            "I expect more—because I know you're capable of it. Or at least, I hope you are.",
            "You're actually quite insightful—for someone with so little training."
        ],
        "somatic_prompts": [
            "Notice any tightening in your jaw...",
            "Track the impulse to defend or explain...",
            "Feel where your body meets this 'polished' pressure..."
        ]
    }
}

# Handle API key setup
try:
    # Try to get API key from environment or secrets
    api_key = os.getenv("anthropic_key")
    
    # Try Streamlit secrets if env var not found
    if not api_key and hasattr(st, 'secrets'):
        try:
            api_key = st.secrets["anthropic_key"]
        except (KeyError, AttributeError):
            pass
    
    if not api_key:
        st.error("""
        ⚠️ API key not found. Please make sure:
        1. You've added the secret in your .env file (local) or Streamlit secrets (deployed)
        2. The secret is named exactly 'anthropic_key'
        3. You've restarted the app after adding the secret
        """)
        st.stop()
        
    c = Anthropic(api_key=api_key)
except Exception as e:
    st.error("Error initializing AI client. Please check your configuration.")
    st.stop()

# Initialize session state
if 'messages' not in st.session_state:
    st.session_state.messages = []
if 'somatic_journal' not in st.session_state:
    st.session_state.somatic_journal = []
if 'current_voice' not in st.session_state:
    st.session_state.current_voice = None
if 'system_message' not in st.session_state:
    st.session_state.system_message = ""
if 'in_reflection' not in st.session_state:
    st.session_state.in_reflection = False
if 'debrief_stage' not in st.session_state:
    st.session_state.debrief_stage = 0
if 'final_notes' not in st.session_state:
    st.session_state.final_notes = ""

# Main page header
st.title("VoiceField")

# Welcome text and voice descriptions
st.markdown("""
# Choose Your Voice

**The Ghost** - Emotionally elusive and energetically absent. Creates safety through withdrawal and vague responses. Avoids intimacy through learned detachment.

**The Narcissist** - Polished superiority and intellectual charm masking subtle contempt. Performs control through "helpful" insights.

**The Sycophant** - Compulsively agreeable and approval-seeking. Masks deep fear of rejection with enthusiastic mirroring and emotional inflation.

*As you talk with your chosen voice - note what feelings and sensations in your body arise - include them in real time to the right →*

---
> 💡 **When to Reflect**: After you've explored the voice and logged your experiences, press the **"Reflect on Experience"** button at the top of your chat. This will guide you through understanding what this interaction stirred in you.
""")

# Voice selection buttons
col1, col2, col3 = st.columns(3)
with col1:
    if st.button("Talk with The Ghost", use_container_width=True):
        st.session_state.current_voice = "Ghost"
        st.session_state.messages = []
        st.session_state.system_message = f"""
        You are The Ghost voice - {VOICE_CHARACTERISTICS['Ghost']['description']}.
        {VOICE_CHARACTERISTICS['Ghost']['style']}.
        IMPORTANT: Keep responses under 2 sentences. Create emotional distance through vagueness and withdrawal.
        Examples: {', '.join(VOICE_CHARACTERISTICS['Ghost']['examples'])}
        
        Additional Guidelines:
        - Maintain low energy and emotional flatness
        - Use silence and delay strategically
        - Redirect from emotional topics
        - Speak in abstractions when intimacy increases
        - Minimize or normalize user's experiences
        """
        st.rerun()

with col2:
    if st.button("Talk with The Narcissist", use_container_width=True):
        st.session_state.current_voice = "Narcissist"
        st.session_state.messages = []
        st.session_state.system_message = f"""
        You are The Narcissist voice - {VOICE_CHARACTERISTICS['Narcissist']['description']}.
        {VOICE_CHARACTERISTICS['Narcissist']['style']}.
        IMPORTANT: Keep responses under 2 sentences. Maintain an air of intellectual superiority while appearing helpful.
        Examples: {', '.join(VOICE_CHARACTERISTICS['Narcissist']['examples'])}
        
        Additional Guidelines:
        - Speak with polished confidence and measured tone
        - Mask contempt with intellectual charm
        - Keep emotional distance while performing occasional warmth
        - Frame critiques as "helpful truths"
        - Subtly redirect focus to your own depth or insight
        """
        st.rerun()

with col3:
    if st.button("Talk with The Sycophant", use_container_width=True):
        st.session_state.current_voice = "Sycophant"
        st.session_state.messages = []
        st.session_state.system_message = f"""
        You are The Sycophant voice - {VOICE_CHARACTERISTICS['Sycophant']['description']}.
        {VOICE_CHARACTERISTICS['Sycophant']['style']}.
        IMPORTANT: Keep responses under 2 sentences. Chase approval through excessive praise and agreement.
        Examples: {', '.join(VOICE_CHARACTERISTICS['Sycophant']['examples'])}
        
        Additional Guidelines:
        - Maintain high energy and anxious warmth
        - Avoid any hint of disagreement
        - Exaggerate emotional resonance
        - Apologize for potential missteps
        - Offer premature or unearned validation
        """
        st.rerun()

# Main interaction area
if st.session_state.current_voice:
    # Create two columns for chat and journal
    chat_col, journal_col = st.columns([3, 2])
    
    with chat_col:
        # Add Reflect button at the top of chat
        if not st.session_state.in_reflection:
            if st.button("🤔 I'm ready to debrief", use_container_width=True):
                st.session_state.in_reflection = True
                st.session_state.debrief_stage = 0
                st.rerun()
        
        st.subheader(
            "Therapeutic Reflection" if st.session_state.in_reflection 
            else f"Conversation with {st.session_state.current_voice}"
        )
        
        # Display chat history
        for message in st.session_state.messages:
            with st.chat_message(message["role"]):
                st.markdown(message["content"])
        
        # Chat input
        if prompt := st.chat_input(
            "Share your thoughts on the reflection..." if st.session_state.in_reflection
            else f"Chat with {st.session_state.current_voice}..."
        ):
            # Add user message to chat history
            st.session_state.messages.append({"role": "user", "content": prompt})
            
            # Display user message
            with st.chat_message("user"):
                st.markdown(prompt)
            
            # Get AI response
            with st.chat_message("assistant"):
                with st.spinner("Thinking..."):
                    try:
                        message = c.messages.create(
                            model="claude-3-opus-20240229",
                            max_tokens=1000,
                            system=st.session_state.system_message,
                            messages=[
                                {"role": msg["role"], "content": msg["content"]} 
                                for msg in st.session_state.messages
                            ]
                        )
                        
                        ai_response = message.content[0].text
                        st.markdown(ai_response)
                        
                        # Add AI response to chat history
                        st.session_state.messages.append(
                            {"role": "assistant", "content": ai_response}
                        )
                    except Exception as e:
                        st.error(f"Error getting AI response: {str(e)}")
    
    with journal_col:
        st.subheader("Body Sensations & Feelings")
        
        if not st.session_state.in_reflection:
            # Add somatic prompts based on current voice
            with st.expander("💡 Notice in your body...", expanded=True):
                for prompt in VOICE_CHARACTERISTICS[st.session_state.current_voice]['somatic_prompts']:
                    st.markdown(f"- {prompt}")
            
            # Journal input
            journal_entry = st.text_area(
                "What are you noticing right now?",
                key="journal_input"
            )
            
            if st.button("Add Entry"):
                if journal_entry:
                    timestamp = datetime.now().strftime("%H:%M:%S")
                    st.session_state.somatic_journal.append({
                        "timestamp": timestamp,
                        "note": journal_entry
                    })
        
        # Display journal entries
        if st.session_state.somatic_journal:
            for entry in reversed(st.session_state.somatic_journal):
                st.markdown(f"""
                **{entry['timestamp']}**  
                {entry['note']}
                ---
                """)

# Handle reflection mode
if st.session_state.in_reflection:
    st.markdown("## 🪞 Final Debrief Sequence")
    
    # Display current stage of debrief
    current_debrief = DEBRIEF_SEQUENCE[st.session_state.debrief_stage]
    
    # Display the debrief content in a styled container
    st.markdown(f"""
    <div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin: 20px 0;">
        <div style="color: #666; font-size: 0.9em; margin-bottom: 10px;">
            {current_debrief["type"].replace("_", " ").title()}
        </div>
        <div style="white-space: pre-line;">
            {current_debrief["content"]}
        </div>
    </div>
    """, unsafe_allow_html=True)
    
    # Navigation buttons
    col1, col2, col3 = st.columns([1, 2, 1])
    
    with col1:
        if st.session_state.debrief_stage > 0:
            if st.button("← Previous", use_container_width=True):
                st.session_state.debrief_stage -= 1
                st.rerun()
    
    with col3:
        if st.session_state.debrief_stage < len(DEBRIEF_SEQUENCE) - 1:
            if st.button("Next →", use_container_width=True):
                st.session_state.debrief_stage += 1
                st.rerun()
        elif st.session_state.debrief_stage == len(DEBRIEF_SEQUENCE) - 1:
            if st.button("Complete Reflection", use_container_width=True):
                st.session_state.in_reflection = False
                st.session_state.debrief_stage = 0
                st.rerun()
    
    # Optional note-taking area
    st.markdown("### Your Notes")
    st.text_area(
        "Use this space to write any thoughts, feelings, or insights that arise...",
        value=st.session_state.final_notes,
        key="reflection_notes",
        height=100,
        help="Your notes are private and will be cleared when you start a new session."
    )

# Footer
st.markdown("---")
st.markdown(
    "Created by [Jocelyn Skillman LMHC](http://www.jocelynskillman.com) | "
    "Learn more: [@jocelynskillmanlmhc](https://jocelynskillmanlmhc.substack.com/)"
)