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

# Initialize page configuration first
# Trigger rebuild for Hugging Face Space
st.set_page_config(
    page_title="VoiceField",
    page_icon="🗣️",
    layout="wide"
)

# Handle API key setup
try:
    api_key = "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"
    c = Anthropic(api_key=api_key)
    
except Exception as e:
    st.error(f"Error initializing Anthropic client: {str(e)}")
    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 = ""

# 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..."
        ]
    }
}

# 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("🤔 Reflect on Experience", 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:
                    # Use different system message for reflection mode
                    if st.session_state.in_reflection:
                        # Progress through debrief stages
                        next_prompts = [
                            # Stage 1: Emotional Arc (already done in initial prompt)
                            """I hear you. Now, let's turn to what your body was sharing...

                            I noticed you shared some body-based reflections. What stood out most in your body? 
                            A tightness? A shift in breath? A sensation that surprised you?
                            
                            Remember, these aren't symptoms to fix—your body may be remembering, or simply protecting you.""",
                            
                            """Thank you for sharing that. Let's wonder together about the voice styles...

                            Which voice stirred something in you - The Ghost, the Sycophant, or the Narcissist?
                            What do you imagine that tone reminded your body of? A past experience? A relational pattern?
                            
                            There's no 'correct' reaction—your nervous system is wise.""",
                            
                            """As we begin to wrap up, I'd like to invite you into a moment of self-compassion...

                            If you could speak to yourself now—with the tone you most longed for—what would you say?

                            Some examples if helpful:
                            - "It's okay to not know how I feel yet—my clarity is worth waiting for."
                            - "Even when this is hard, I'm not abandoning myself."
                            - "I can be with myself gently, even in the mess."

                            What words does your heart want to offer?""",
                            
                            """For our final reflection, I'd like to offer you a question to sit with:

                            What did your body want to do in response to that voice?
                            Is there a younger part of you that recognized this tone?
                            What would it be like to speak to yourself the way you needed to be spoken to?

                            Feel free to take your time with this, or simply hold these questions gently."""
                        ]
                        
                        if st.session_state.debrief_stage < len(next_prompts):
                            next_prompt = next_prompts[st.session_state.debrief_stage]
                            st.session_state.debrief_stage += 1
                            
                            message = c.messages.create(
                                model="claude-3-opus-20240229",
                                max_tokens=1500,
                                system=f"""{reflection_system}

                                Context for reflection:
                                
                                CHAT HISTORY:
                                {chat_history}

                                SOMATIC JOURNAL:
                                {somatic_entries}
                                """,
                                messages=[
                                    {"role": "user", "content": prompt},
                                    {"role": "assistant", "content": next_prompt}
                                ]
                            )
                        else:
                            message = c.messages.create(
                                model="claude-3-opus-20240229",
                                max_tokens=1500,
                                system=f"""{reflection_system}

                                Previous conversation:
                                {chr(10).join([f"[{msg['role']}]: {msg['content']}" for msg in st.session_state.messages])}
                                """,
                                messages=[
                                    {"role": "user", "content": prompt}
                                ]
                            )
                    else:
                        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']}
                ---
                """)
        
        # Add button to start new conversation
        if st.session_state.in_reflection:
            if st.button("Start New Conversation", use_container_width=True):
                st.session_state.in_reflection = False
            st.session_state.messages = []
            st.session_state.somatic_journal = []
            st.session_state.current_voice = None
            st.rerun()

# 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]
    
    # Replace placeholder with actual voice type
    content = current_debrief["content"].replace(
        "[The Ghost / The Sycophant / The Narcissist]",
        f"The {st.session_state.current_voice}"
    )
    
    # 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;">
            {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/)"
)