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import streamlit as st
import anthropic
import requests
import json
import base64
import plotly.graph_objects as go
from typing import Dict, Any
import time
import random

# Page Config
st.set_page_config(
    page_title="NarrativeCraft: Immersive Story & Character Design Studio",
    layout="wide",
    initial_sidebar_state="expanded",
    page_icon="πŸ“š"
)

# Custom CSS for professional dark theme
st.markdown("""
    <style>
    .main {background-color: #0e1117; color: #ffffff;}
    .stProgress > div > div > div > div {background-color: #1f77b4;}
    .character-card {
        background-color: #1e1e1e;
        padding: 1.5rem;
        border-radius: 0.5rem;
        margin: 1rem 0;
        border: 1px solid #2e2e2e;
    }
    .section-title {
        font-size: 1.5rem;
        font-weight: bold;
        margin: 1.5rem 0 1rem 0;
        padding-bottom: 0.5rem;
        border-bottom: 2px solid #2e2e2e;
    }
    .subsection-title {
        font-size: 1.2rem;
        font-weight: bold;
        margin: 1rem 0;
        color: #4e8cff;
    }
    .story-section {
        background-color: #1e1e1e;
        padding: 2rem;
        border-radius: 0.5rem;
        margin: 1.5rem 0;
        border: 1px solid #2e2e2e;
    }
    .audio-player {
        margin: 1rem 0;
        padding: 1rem;
        background-color: #2e2e2e;
        border-radius: 0.5rem;
    }
    .analysis-card {
        background-color: #2e2e2e;
        padding: 1rem;
        border-radius: 0.5rem;
        margin: 0.5rem 0;
    }
    </style>
""", unsafe_allow_html=True)

# Initialize session state
if 'character' not in st.session_state:
    st.session_state.character = None
if 'story_params' not in st.session_state:
    st.session_state.story_params = None
if 'generated_content' not in st.session_state:
    st.session_state.generated_content = None
if 'voice_data' not in st.session_state:
    st.session_state.voice_data = None

# Constants
ARCHETYPES = {
    "The Hero": "Brave, determined protagonist driven by a noble cause",
    "The Mentor": "Wise guide with deep knowledge and experience",
    "The Trickster": "Clever, unpredictable character who challenges conventions",
    "The Sage": "Philosophical, thoughtful character seeking truth",
    "The Rebel": "Independent spirit fighting against the system",
    "The Caregiver": "Nurturing, protective character driven by compassion",
    "The Creator": "Innovative, artistic character driven by vision",
    "The Explorer": "Adventure-seeking character driven by curiosity",
    "The Ruler": "Leadership-focused character seeking control",
    "The Innocent": "Pure-hearted character maintaining optimism"
}

GENRES = [
    "Epic Fantasy",
    "Science Fiction",
    "Dark Fantasy",
    "Historical Fiction",
    "Magical Realism",
    "Contemporary Drama",
    "Mystery/Thriller",
    "Romance",
    "Political Intrigue",
    "Cyberpunk",
    "Space Opera",
    "Urban Fantasy",
    "Gothic Horror",
    "Adventure",
    "Literary Fiction"
]

WRITING_STYLES = {
    "Classical": "Elegant, formal prose with rich descriptions",
    "Modern Minimalist": "Clean, precise language with impact",
    "Lyrical": "Poetic, flowing prose with metaphorical depth",
    "Gritty Realism": "Raw, direct style with stark honesty",
    "Experimental": "Innovative structure and unique voice",
    "Journalistic": "Clear, factual style with objectivity",
    "Stream of Consciousness": "Free-flowing, internal narrative",
    "Epic": "Grand, sweeping style with historical weight"
}
def create_character_section():
    st.markdown('<p class="section-title">Character Design</p>', unsafe_allow_html=True)
    
    col1, col2 = st.columns([2, 1])
    
    with col1:
        selected_archetype = st.selectbox(
            "Choose Character Archetype",
            list(ARCHETYPES.keys())
        )
        
        st.info(ARCHETYPES[selected_archetype])
        
        age_range = st.select_slider(
            "Age Range",
            options=["Child", "Teen", "Young Adult", "Adult", "Middle-aged", "Elderly"],
            value="Adult"
        )

    with col2:
        st.markdown('<p class="subsection-title">Character Preview</p>', unsafe_allow_html=True)
        st.markdown(f"**Archetype:** {selected_archetype}")
        st.markdown(f"**Age:** {age_range}")

    st.markdown('<p class="subsection-title">Personality Traits</p>', unsafe_allow_html=True)
    trait_col1, trait_col2, trait_col3 = st.columns(3)
    
    with trait_col1:
        confidence = st.slider("Confidence", 1, 10, 5, help="Character's self-assurance level")
        empathy = st.slider("Empathy", 1, 10, 5, help="Ability to understand others")
        intelligence = st.slider("Intelligence", 1, 10, 5, help="Mental capability and wit")
    
    with trait_col2:
        courage = st.slider("Courage", 1, 10, 5, help="Bravery in face of adversity")
        ambition = st.slider("Ambition", 1, 10, 5, help="Drive to achieve goals")
        loyalty = st.slider("Loyalty", 1, 10, 5, help="Faithfulness to causes/people")
    
    with trait_col3:
        humor = st.slider("Humor", 1, 10, 5, help="Sense of humor and wit")
        creativity = st.slider("Creativity", 1, 10, 5, help="Imaginative capability")
        wisdom = st.slider("Wisdom", 1, 10, 5, help="Depth of understanding")

    st.markdown('<p class="subsection-title">Voice & Speech</p>', unsafe_allow_html=True)
    voice_col1, voice_col2 = st.columns(2)
    
    with voice_col1:
        voice_type = st.selectbox(
            "Voice Quality",
            ["Deep", "Melodious", "Rough", "Soft", "Commanding", "Gentle", "Energetic"],
            help="Primary characteristic of the character's voice"
        )
        
        accent = st.selectbox(
            "Accent",
            ["Standard", "Regional", "Foreign", "Cultured", "Rustic"],
            help="Character's accent or dialect"
        )

    with voice_col2:
        speech_pattern = st.selectbox(
            "Speech Pattern",
            ["Formal", "Casual", "Educated", "Street-wise", "Poetic", "Technical", "Noble"],
            help="How the character typically speaks"
        )
        
        speech_pacing = st.select_slider(
            "Speech Pace",
            options=["Very Slow", "Slow", "Moderate", "Quick", "Very Quick"],
            value="Moderate",
            help="Speed and rhythm of speech"
        )

    st.markdown('<p class="subsection-title">Emotional Profile</p>', unsafe_allow_html=True)
    emo_col1, emo_col2 = st.columns(2)
    
    with emo_col1:
        primary_emotion = st.selectbox(
            "Primary Emotional State",
            ["Determined", "Serene", "Passionate", "Calculating", "Troubled", "Optimistic", "Reserved"]
        )
        emotional_stability = st.slider("Emotional Stability", 1, 10, 5)

    with emo_col2:
        emotional_expression = st.selectbox(
            "Emotional Expression Style",
            ["Open", "Guarded", "Volatile", "Controlled", "Subtle", "Dramatic"]
        )
        emotional_depth = st.slider("Emotional Depth", 1, 10, 5)

    return {
        "archetype": selected_archetype,
        "age_range": age_range,
        "traits": {
            "confidence": confidence,
            "empathy": empathy,
            "intelligence": intelligence,
            "courage": courage,
            "ambition": ambition,
            "loyalty": loyalty,
            "humor": humor,
            "creativity": creativity,
            "wisdom": wisdom
        },
        "voice": {
            "type": voice_type,
            "accent": accent,
            "pattern": speech_pattern,
            "pacing": speech_pacing
        },
        "emotional_profile": {
            "primary_emotion": primary_emotion,
            "stability": emotional_stability,
            "expression": emotional_expression,
            "depth": emotional_depth
        }
    }
    
def create_voice_preview(description: str, text: str) -> Dict:
    """Create voice preview using ElevenLabs API"""
    url = 'https://api.elevenlabs.io/v1/text-to-voice/create-previews'
    
    headers = {
        'xi-api-key': st.secrets["ELEVENLABS_API_KEY"],
        'Content-Type': 'application/json'
    }
    
    payload = {
        'voice_description': description,
        'text': text
    }
    
    try:
        response = requests.post(url, headers=headers, json=payload)
        if response.status_code == 200:
            return response.json()
        else:
            st.error(f"Voice generation error: {response.status_code}")
            st.write("Error details:", response.json())
            return None
    except Exception as e:
        st.error(f"Error: {str(e)}")
        return None

def display_character_profile(character: Dict, voice_data: Dict = None):
    """Display character profile with voice playback"""
    if not character:
        st.warning("No character data available")
        return
        
    try:
        with st.container():
            st.markdown('<div class="character-card">', unsafe_allow_html=True)
            
            # Character Title
            if character.get("archetype"):
                st.markdown(f'<p class="section-title">{character["archetype"]}</p>', 
                          unsafe_allow_html=True)
            
            col1, col2 = st.columns([2, 1])
            
            with col1:
                if character.get("traits"):
                    st.markdown("### Personality Profile")
                    
                    # Personality Traits Radar Chart
                    traits = character['traits']
                    fig = go.Figure(data=go.Scatterpolar(
                        r=[traits[key] for key in traits.keys()],
                        theta=list(traits.keys()),
                        fill='toself',
                        line=dict(color='#4e8cff')
                    ))
                    
                    fig.update_layout(
                        polar=dict(
                            radialaxis=dict(visible=True, range=[0, 10])),
                        showlegend=False,
                        paper_bgcolor='rgba(0,0,0,0)',
                        plot_bgcolor='rgba(0,0,0,0)',
                        font=dict(color='white')
                    )
                    
                    st.plotly_chart(fig, use_container_width=True)

            with col2:
                st.markdown('<p class="subsection-title">Voice Sample</p>', 
                          unsafe_allow_html=True)
                if voice_data and 'previews' in voice_data and voice_data['previews']:
                    st.markdown('<div class="audio-player">', unsafe_allow_html=True)
                    audio_data = base64.b64decode(voice_data['previews'][0]['audio_base_64'])
                    st.audio(audio_data, format='audio/mp3')
                    st.markdown('</div>', unsafe_allow_html=True)
                
                if character.get("voice"):
                    st.markdown('<p class="subsection-title">Core Traits</p>', 
                              unsafe_allow_html=True)
                    st.markdown(f"**Age Range:** {character.get('age_range', 'N/A')}")
                    st.markdown(f"**Voice Type:** {character['voice'].get('type', 'N/A')}")
                    st.markdown(f"**Speech Pattern:** {character['voice'].get('pattern', 'N/A')}")

            st.markdown('</div>', unsafe_allow_html=True)
            
    except Exception as e:
        st.error(f"Error displaying character profile: {str(e)}")

def create_story_parameters_section():
    st.markdown('<p class="section-title">Story Configuration</p>', unsafe_allow_html=True)
    
    # Main Story Parameters
    col1, col2 = st.columns(2)
    
    with col1:
        genre = st.selectbox("Genre", GENRES)
        
        writing_style = st.selectbox(
            "Writing Style",
            list(WRITING_STYLES.keys())
        )
        st.info(WRITING_STYLES[writing_style])

        tone = st.select_slider(
            "Story Tone",
            options=["Light", "Hopeful", "Neutral", "Dark", "Gritty"],
            value="Neutral"
        )

    with col2:
        pacing = st.select_slider(
            "Story Pacing",
            options=["Slow & Thoughtful", "Balanced", "Fast & Intense"],
            value="Balanced"
        )

        plot_complexity = st.slider("Plot Complexity", 1, 10, 5)
        
        dialogue_focus = st.slider("Dialogue Emphasis", 1, 10, 5)

    # Setting Details
    st.markdown('<p class="subsection-title">Setting & Atmosphere</p>', unsafe_allow_html=True)
    set_col1, set_col2 = st.columns(2)
    
    with set_col1:
        time_period = st.selectbox(
            "Time Period",
            ["Ancient", "Medieval", "Renaissance", "Industrial", "Modern", 
             "Contemporary", "Near Future", "Far Future", "Multiple Eras"]
        )
        
        setting_type = st.selectbox(
            "Setting Type",
            ["Urban", "Rural", "Wilderness", "Fantasy World", "Space", 
             "Underground", "Ocean", "Multiple Locations"]
        )

    with set_col2:
        atmosphere = st.select_slider(
            "Atmosphere",
            options=["Mysterious", "Whimsical", "Tense", "Peaceful", "Epic", "Intimate"],
            value="Tense"
        )
        
        realism_level = st.select_slider(
            "Realism Level",
            options=["Highly Realistic", "Balanced", "Fantastical"],
            value="Balanced"
        )

    # Themes and Conflicts
    st.markdown('<p class="subsection-title">Themes & Conflicts</p>', unsafe_allow_html=True)
    theme_col1, theme_col2 = st.columns(2)
    
    with theme_col1:
        themes = st.multiselect(
            "Main Themes",
            ["Redemption", "Power", "Love", "Justice", "Identity", "Change", 
             "Good vs Evil", "Order vs Chaos", "Faith", "Family"],
            default=["Identity"]
        )
        
        conflict_type = st.selectbox(
            "Primary Conflict",
            ["Person vs Person", "Person vs Nature", "Person vs Society", 
             "Person vs Self", "Person vs Technology", "Person vs Fate"]
        )

    with theme_col2:
        moral_ambiguity = st.select_slider(
            "Moral Ambiguity",
            options=["Clear Good/Evil", "Some Gray Areas", "Morally Complex"],
            value="Some Gray Areas"
        )
        
        theme_exploration = st.select_slider(
            "Theme Exploration",
            options=["Subtle", "Balanced", "Overt"],
            value="Balanced"
        )

    return {
        "main_params": {
            "genre": genre,
            "writing_style": writing_style,
            "tone": tone,
            "pacing": pacing,
            "plot_complexity": plot_complexity,
            "dialogue_focus": dialogue_focus
        },
        "setting": {
            "time_period": time_period,
            "type": setting_type,
            "atmosphere": atmosphere,
            "realism": realism_level
        },
        "themes": {
            "main_themes": themes,
            "conflict": conflict_type,
            "moral_ambiguity": moral_ambiguity,
            "exploration": theme_exploration
        }
    }

def display_story_preview(story_params: Dict, generated_content: Dict = None):
    """Display generated story content"""
    if not generated_content:
        st.info("Generate preview to see content")
        return
        
    st.markdown('<div class="story-section">', unsafe_allow_html=True)
    
    # Tabs for content sections
    tabs = st.tabs(["Story", "Analysis"])
    
    with tabs[0]:
        # Prologue
        st.markdown('<p class="subsection-title" style="color: #4e8cff;">Prologue</p>', 
                   unsafe_allow_html=True)
        st.markdown(generated_content.get('prologue', ''))
        
        # Character Analysis
        if generated_content.get('character_analysis'):
            st.markdown('<p class="subsection-title" style="color: #4e8cff;">Character Analysis</p>', 
                       unsafe_allow_html=True)
            st.markdown(generated_content['character_analysis'])
        
        # Scene Preview
        if generated_content.get('scene_preview'):
            st.markdown('<p class="subsection-title" style="color: #4e8cff;">Scene Preview</p>', 
                       unsafe_allow_html=True)
            st.markdown(generated_content['scene_preview'])
    
    with tabs[1]:
        col1, col2 = st.columns(2)
        
        with col1:
            # Themes
            st.markdown('<p class="subsection-title" style="color: #4e8cff;">Themes & Motifs</p>', 
                       unsafe_allow_html=True)
            themes = generated_content.get('analysis', {}).get('themes', [])
            if themes:
                for theme in themes:
                    st.markdown(f"β€’ {theme}")
            else:
                st.info("No themes specified")
            
        with col2:
            # Style Analysis
            st.markdown('<p class="subsection-title" style="color: #4e8cff;">Style Analysis</p>', 
                       unsafe_allow_html=True)
            style = generated_content.get('analysis', {}).get('style', {})
            if style:
                for key, value in style.items():
                    st.markdown(f"**{key}:**")
                    st.markdown(value)
            else:
                st.info("No style analysis available")
    
    st.markdown('</div>', unsafe_allow_html=True)

def generate_story_content(character: Dict, story_params: Dict) -> Dict:
    """Generate story content using Claude"""
    client = anthropic.Anthropic(api_key=st.secrets["ANTHROPIC_API_KEY"])
    
    prompt = f"""Create a compelling and human-like story preview based on the following character and parameters:

Character Details:
{json.dumps(character, indent=2)}

Story Parameters:
{json.dumps(story_params, indent=2)}

Please provide:

1. Prologue (2-3 engaging paragraphs)
- Set the tone and atmosphere
- Introduce the world/setting
- Create intrigue

2. Character Analysis
- Deep psychological insights
- Key motivations and conflicts
- Unique traits and quirks

3. Sample Scene
- Show character in action
- Demonstrate personality
- Include meaningful dialogue

4. Thematic Analysis
- Provide 3-4 major themes
- Explain their significance
- Show their manifestation

5. Style Elements
- Discuss narrative approach
- Note key stylistic choices
- Highlight unique features

Make the writing feel natural and professional, avoiding any AI-like patterns. Focus on depth and authenticity."""

    try:
        response = client.messages.create(
            max_tokens=4096,
            model="claude-3-5-sonnet-latest",
            messages=[{"role": "user", "content": prompt}]
        )
        
        content = response.content[0].text
        
        # Parse the content into structured sections
        sections = parse_generated_content(content)
        
        return sections
    except Exception as e:
        st.error(f"Error generating content: {str(e)}")
        return None

def parse_generated_content(content: str) -> Dict:
    """Parse Claude's response into structured sections"""
    sections = {
        "prologue": "",
        "character_analysis": "",
        "scene_preview": "",
        "analysis": {
            "themes": [],
            "style": {}
        }
    }
    
    try:
        current_section = None
        buffer = []
        
        for line in content.split('\n'):
            line = line.strip()
            if not line:
                continue
            
            lower_line = line.lower()
            
            # Section detection
            if "prologue" in lower_line and len(line) < 30:
                if buffer and current_section:
                    sections[current_section] = '\n'.join(buffer).strip()
                current_section = "prologue"
                buffer = []
                continue
                
            elif "character analysis" in lower_line and len(line) < 30:
                if buffer and current_section:
                    sections[current_section] = '\n'.join(buffer).strip()
                current_section = "character_analysis"
                buffer = []
                continue
                
            elif "sample scene" in lower_line and len(line) < 30:
                if buffer and current_section:
                    sections[current_section] = '\n'.join(buffer).strip()
                current_section = "scene_preview"
                buffer = []
                continue
                
            elif ("theme" in lower_line or "themes" in lower_line) and len(line) < 30:
                if buffer and current_section:
                    sections[current_section] = '\n'.join(buffer).strip()
                current_section = "themes"
                buffer = []
                continue
                
            elif "style" in lower_line and len(line) < 30:
                if buffer and current_section:
                    sections[current_section] = '\n'.join(buffer).strip()
                current_section = "style"
                buffer = []
                continue
            
            # Content processing
            if current_section:
                if current_section == "themes":
                    if line.startswith(('β€’', '-', '*')):
                        clean_line = line.lstrip('β€’-* ').strip()
                        sections['analysis']['themes'].append(clean_line)
                    elif line:
                        buffer.append(line)
                        
                elif current_section == "style":
                    if ':' in line:
                        key, value = line.split(':', 1)
                        key = key.strip().strip('0123456789.- ').strip()
                        sections['analysis']['style'][key] = value.strip()
                    elif line:
                        buffer.append(line)
                        
                else:
                    buffer.append(line)
        
        # Process any remaining buffer
        if buffer and current_section:
            if current_section in ["themes", "style"]:
                # Process remaining theme/style buffer if needed
                pass
            else:
                sections[current_section] = '\n'.join(buffer).strip()
        
        return sections
        
    except Exception as e:
        st.error(f"Error parsing content: {str(e)}")
        return None

def main():
    st.title("NarrativeCraft: Immersive Story & Character Design Studio")
    st.markdown("#### Created by Oussama Naji")
    
    with st.sidebar:
        st.markdown("### Creation Process")
        current_step = st.radio(
            "Select Step:",
            ["Character Creation", "Story Configuration", "Generate Preview"]
        )
    
    try:
        if current_step == "Character Creation":
            character = create_character_section()
            if st.button("Save Character", type="primary"):
                st.session_state.character = character
                st.success("Character saved! Proceed to Story Configuration.")
                
        elif current_step == "Story Configuration":
            if 'character' not in st.session_state:
                st.warning("Please create a character first!")
                return
                
            story_params = create_story_parameters_section()
            if st.button("Save Story Parameters", type="primary"):
                st.session_state.story_params = story_params
                st.success("Story parameters saved! Proceed to Preview Generation.")
                
        else:  # Generate Preview
            if 'character' not in st.session_state or 'story_params' not in st.session_state:
                st.warning("Please complete character and story configuration first!")
                return
                
            if st.button("Generate Preview", type="primary"):
                with st.spinner("🎨 Crafting your story..."):
                    progress_bar = st.progress(0)
                    
                    try:
                        # Generate story content
                        progress_bar.progress(25)
                        st.info("πŸ€– Generating story content...")
                        st.session_state.generated_content = generate_story_content(
                            st.session_state.character,
                            st.session_state.story_params
                        )
                        
                        if not st.session_state.generated_content:
                            st.error("Failed to generate story content")
                            return
                        
                        # Generate voice
                        progress_bar.progress(50)
                        st.info("🎀 Creating character voice...")
                        
                        voice_desc = f"A {st.session_state.character['voice']['type']} voice with {st.session_state.character['voice']['pattern']} speech pattern"
                        sample_text = "I stand here before you, ready to share my story. Each word carries the weight of my experiences, the essence of who I am."
                        
                        st.session_state.voice_data = create_voice_preview(voice_desc, sample_text)
                        
                        progress_bar.progress(75)
                        st.info("✨ Finalizing preview...")
                        
                        # Display results
                        if st.session_state.character:
                            display_character_profile(
                                st.session_state.character,
                                st.session_state.voice_data
                            )
                            
                        if st.session_state.story_params and st.session_state.generated_content:
                            display_story_preview(
                                st.session_state.story_params,
                                st.session_state.generated_content
                            )
                        
                        progress_bar.progress(100)
                        st.success("βœ… Preview generated successfully!")
                        
                    except Exception as e:
                        st.error(f"An error occurred: {str(e)}")
                        return
            
            # Display existing content if available
            elif all(key in st.session_state for key in ['character', 'generated_content']):
                display_character_profile(
                    st.session_state.character,
                    st.session_state.voice_data
                )
                display_story_preview(
                    st.session_state.story_params,
                    st.session_state.generated_content
                )
            
            # Reset button
            if 'generated_content' in st.session_state:
                if st.button("Start Over"):
                    for key in ['character', 'story_params', 'generated_content', 'voice_data']:
                        if key in st.session_state:
                            del st.session_state[key]
                    st.rerun()
                    
    except Exception as e:
        st.error(f"An error occurred in main: {str(e)}")

if __name__ == "__main__":
    main()