Delete app-backup3.py

app-backup3.py

@@ -1,863 +0,0 @@
-import gradio as gr
-import replicate
-import requests
-import os
-import json
-import asyncio
-import concurrent.futures
-from io import BytesIO
-from PIL import Image
-from typing import List, Tuple, Dict
-import zipfile
-from datetime import datetime
-import time
-import traceback
-import base64
-
-# 환경 변수에서 토큰 가져오기
-REPLICATE_API_TOKEN = os.getenv("RAPI_TOKEN")
-FRIENDLI_TOKEN = os.getenv("FRIENDLI_TOKEN")
-
-# 스타일 정의
-STYLE_TEMPLATES = {
-    "3D Style (Pixar-like)": {
-        "name": "3D Style",
-        "description": "Pixar-esque 3D render with volumetric lighting",
-        "use_case": "표지, 비전, 미래 컨셉",
-        "example": "A fluffy ginger cat wearing a tiny spacesuit, floating amidst a vibrant nebula in a 3D render. The cat is gazing curiously at a swirling planet with rings made of candy. Background is filled with sparkling stars and colorful gas clouds, lit with soft, volumetric lighting. Style: Pixar-esque, highly detailed, playful. Colors: Deep blues, purples, oranges, and pinks. Rendered in Octane, 8k resolution."
-    },
-    "Elegant SWOT Quadrant": {
-        "name": "SWOT Analysis",
-        "description": "Flat-design 4-grid layout with minimal shadows",
-        "use_case": "현황 분석, 전략 평가",
-        "example": "Elegant SWOT quadrant: flat-design 4-grid on matte-white backdrop, thin pastel separators, top-left 'Strengths' panel shows glowing shield icon and subtle motif, top-right 'Weaknesses' panel with cracked chain icon in soft crimson, bottom-left 'Opportunities' panel with sunrise-over-horizon icon in optimistic teal, bottom-right 'Threats' panel with storm-cloud & lightning icon in deep indigo, minimal shadows, no text, no watermark, 16:9, 4K"
-    },
-    "Colorful Mind Map": {
-        "name": "Mind Map",
-        "description": "Hand-drawn educational style with vibrant colors",
-        "use_case": "브레인스토밍, 아이디어 정리",
-        "example": "A handrawn colorful mind map diagram: educational style, vibrant colors, clear hierarchy, golden ratio layout. Central concept with branching sub-topics, each branch with unique color coding, organic flowing connections, doodle-style icons for each node"
-    },
-    "Business Workflow": {
-        "name": "Business Process",
-        "description": "End-to-end business workflow with clear phases",
-        "use_case": "프로세스 설명, 단계별 진행",
-        "example": "A detailed hand-drawn diagram illustrating an end-to-end business workflow with Market Analysis, Strategy Development, Product Design, Implementation, and Post-Launch Review phases. Clear directional arrows, iconography for each component, vibrant educational yet professional style"
-    },
-    "Industrial Design": {
-        "name": "Product Design",
-        "description": "Sleek industrial design concept sketch",
-        "use_case": "제품 소개, 컨셉 디자인",
-        "example": "A sleek industrial design concept: Curved metallic body with minimal bezel, Touchscreen panel for settings, Modern matte black finish, Hand-drawn concept sketch style with annotations and dimension lines"
-    },
-    "3D Bubble Chart": {
-        "name": "Bubble Chart",
-        "description": "Clean 3D bubble visualization",
-        "use_case": "비교 분석, 포지셔닝",
-        "example": "3-D bubble chart on clean white 2×2 grid, quadrant titles hidden, four translucent spheres in lime, azure, amber, magenta, gentle depth-of-field, modern consulting aesthetic, no text, 4K"
-    },
-    "Timeline Ribbon": {
-        "name": "Timeline",
-        "description": "Horizontal ribbon timeline with cyber-futuristic vibe",
-        "use_case": "일정, 로드맵, 마일스톤",
-        "example": "Horizontal ribbon timeline, milestone pins glowing hot pink on charcoal, year markers as circles, faint motion streaks, cyber-futuristic vibe, no text, 1920×1080"
-    },
-    "Risk Heat Map": {
-        "name": "Heat Map",
-        "description": "Risk assessment heat map with gradient colors",
-        "use_case": "리스크 분석, 우선순위",
-        "example": "Risk Heat Map: square grid, smooth gradient from mint to fire-red, cells beveled, simple legend strip hidden, long subtle shadow, sterile white frame, no text"
-    },
-    "Pyramid/Funnel": {
-        "name": "Funnel Chart",
-        "description": "Multi-layer gradient funnel visualization",
-        "use_case": "단계별 축소, 핵심 도출",
-        "example": "Pyramid / Funnel: 5-layer gradient funnel narrowing downwards, top vivid sky-blue, mid mint-green, bottom sunset-orange, glass reflection, minimal background, no text"
-    },
-    "KPI Dashboard": {
-        "name": "Dashboard",
-        "description": "Dark-mode analytics dashboard with sci-fi interface",
-        "use_case": "성과 지표, 실적 대시보드",
-        "example": "KPI Dashboard: Dark-mode analytic dashboard, three glass speedometers glowing neon lime, two sparkline charts under, black glass background, sci-fi interface, no text, 4K"
-    },
-    "Value Chain": {
-        "name": "Value Chain",
-        "description": "Horizontal value chain with industrial look",
-        "use_case": "가치 사슬, 비즈니스 모델",
-        "example": "Value Chain Diagram: Horizontal value chain blocks, steel-blue gradient bars with subtle bevel, small gear icons above each segment, sleek industrial look, shadow cast, no text"
-    },
-    "Gantt Chart": {
-        "name": "Gantt Chart",
-        "description": "Hand-drawn style Gantt chart with playful colors",
-        "use_case": "프로젝트 일정, 작업 관리",
-        "example": "Gantt Chart: Hand-drawn style Gantt bars sketched with vibrant markers on dotted grid notebook page, sticky-note color palette, playful yet organized, perspective tilt, no text"
-    },
-    "Mobile App Mockup": {
-        "name": "App Mockup",
-        "description": "Clean wireframe for mobile app design",
-        "use_case": "앱/웹 UI, 화면 설계",
-        "example": "MOCKUP DESIGN: A clean hand-drawn style wireframe for a mobile app with Title screen, Login screen, Dashboard with sections, Bottom navigation bar, minimalist design with annotations"
-    },
-    "Flowchart": {
-        "name": "Flowchart",
-        "description": "Vibrant flowchart with minimalistic icons",
-        "use_case": "의사결정, 프로세스 흐름",
-        "example": "FLOWCHART DESIGN: A hand-drawn style flowchart, vibrant colors, minimalistic icons showing process flow from START to END with decision points, branches, and clear directional arrows"
-    }
-}
-
-# PPT 템플릿 정의
-PPT_TEMPLATES = {
-    "비즈니스 제안서": {
-        "description": "투자 유치, 사업 제안용",
-        "slides": [
-            {"title": "표지", "style": "3D Style (Pixar-like)", "prompt_hint": "회사 비전과 미래"},
-            {"title": "목차", "style": "Flowchart", "prompt_hint": "프레젠테이션 구조"},
-            {"title": "문제 정의", "style": "Colorful Mind Map", "prompt_hint": "현재 시장의 문제점"},
-            {"title": "현황 분석", "style": "Elegant SWOT Quadrant", "prompt_hint": "강점, 약점, 기회, 위협"},
-            {"title": "솔루션", "style": "Industrial Design", "prompt_hint": "제품/서비스 컨셉"},
-            {"title": "프로세스", "style": "Business Workflow", "prompt_hint": "실행 단계"},
-            {"title": "일정", "style": "Timeline Ribbon", "prompt_hint": "주요 마일스톤"},
-            {"title": "성과 예측", "style": "KPI Dashboard", "prompt_hint": "예상 성과 지표"},
-            {"title": "투자 요청", "style": "Pyramid/Funnel", "prompt_hint": "투자 규모와 활용"}
-        ]
-    },
-    "제품 소개": {
-        "description": "신제품 런칭, 서비스 소개용",
-        "slides": [
-            {"title": "제품 컨셉", "style": "Industrial Design", "prompt_hint": "제품 디자인"},
-            {"title": "사용자 니즈", "style": "Colorful Mind Map", "prompt_hint": "고객 페인포인트"},
-            {"title": "기능 소개", "style": "Mobile App Mockup", "prompt_hint": "UI/UX 화면"},
-            {"title": "작동 원리", "style": "Flowchart", "prompt_hint": "기능 플로우"},
-            {"title": "시장 포지션", "style": "3D Bubble Chart", "prompt_hint": "경쟁사 비교"},
-            {"title": "출시 일정", "style": "Timeline Ribbon", "prompt_hint": "런칭 로드맵"}
-        ]
-    },
-    "프로젝트 보고": {
-        "description": "진행 상황, 성과 보고용",
-        "slides": [
-            {"title": "프로젝트 개요", "style": "Business Workflow", "prompt_hint": "전체 프로세스"},
-            {"title": "진행 현황", "style": "Gantt Chart", "prompt_hint": "작업 일정"},
-            {"title": "리스크 관리", "style": "Risk Heat Map", "prompt_hint": "위험 요소"},
-            {"title": "성과 지표", "style": "KPI Dashboard", "prompt_hint": "달성 실적"},
-            {"title": "향후 계획", "style": "Timeline Ribbon", "prompt_hint": "다음 단계"}
-        ]
-    },
-    "전략 기획": {
-        "description": "중장기 전략, 비전 수립용",
-        "slides": [
-            {"title": "비전", "style": "3D Style (Pixar-like)", "prompt_hint": "미래 비전"},
-            {"title": "환경 분석", "style": "Elegant SWOT Quadrant", "prompt_hint": "내외부 환경"},
-            {"title": "전략 체계", "style": "Colorful Mind Map", "prompt_hint": "전략 구조"},
-            {"title": "가치 사슬", "style": "Value Chain", "prompt_hint": "비즈니스 모델"},
-            {"title": "실행 로드맵", "style": "Timeline Ribbon", "prompt_hint": "단계별 계획"},
-            {"title": "목표 지표", "style": "KPI Dashboard", "prompt_hint": "KPI 목표"}
-        ]
-    },
-    "사용자 정의": {
-        "description": "직접 구성하기",
-        "slides": []
-    }
-}
-
-def generate_slide_content(topic: str, slide_title: str, slide_context: str) -> Dict[str, str]:
-    """각 슬라이드의 텍스트 내용 생성"""
-    print(f"[슬라이드 내용] {slide_title} 텍스트 생성 중...")
-    
-    url = "https://api.friendli.ai/dedicated/v1/chat/completions"
-    headers = {
-        "Authorization": f"Bearer {FRIENDLI_TOKEN}",
-        "Content-Type": "application/json"
-    }
-    
-    system_prompt = """You are a professional presentation content writer specializing in creating concise, impactful slide content.
-
-Your task is to create:
-1. A compelling subtitle (max 10 words)
-2. Exactly 5 bullet points, each being a complete, concise sentence
-3. Each bullet point should be 10-15 words
-
-Guidelines:
-- Be specific and actionable
-- Use professional business language
-- Include relevant data points or metrics when appropriate
-- Ensure content aligns with the slide's purpose
-- Make each point distinct and valuable
-- Use active voice and strong verbs
-
-Output format:
-Subtitle: [subtitle here]
-• [Point 1]
-• [Point 2]
-• [Point 3]
-• [Point 4]
-• [Point 5]"""
-    
-    user_message = f"""Topic: {topic}
-Slide Title: {slide_title}
-Context: {slide_context}
-
-Create compelling content for this presentation slide."""
-    
-    payload = {
-        "model": "dep89a2fld32mcm",
-        "messages": [
-            {
-                "role": "system",
-                "content": system_prompt
-            },
-            {
-                "role": "user",
-                "content": user_message
-            }
-        ],
-        "max_tokens": 300,
-        "top_p": 0.8,
-        "temperature": 0.7,
-        "stream": False
-    }
-    
-    try:
-        response = requests.post(url, json=payload, headers=headers, timeout=30)
-        if response.status_code == 200:
-            result = response.json()
-            content = result['choices'][0]['message']['content'].strip()
-            
-            # Parse content
-            lines = content.split('\n')
-            subtitle = ""
-            bullet_points = []
-            
-            for line in lines:
-                if line.startswith("Subtitle:"):
-                    subtitle = line.replace("Subtitle:", "").strip()
-                elif line.strip().startswith("•"):
-                    bullet_points.append(line.strip())
-            
-            # 한글로 번역이 필요한 경우
-            if any(ord('가') <= ord(char) <= ord('힣') for char in topic):
-                subtitle = translate_content_to_korean(subtitle)
-                bullet_points = [translate_content_to_korean(point) for point in bullet_points]
-            
-            return {
-                "subtitle": subtitle,
-                "bullet_points": bullet_points[:5]  # 최대 5개
-            }
-        else:
-            return {
-                "subtitle": slide_title,
-                "bullet_points": ["내용을 생성할 수 없습니다."] * 5
-            }
-    except Exception as e:
-        print(f"[슬라이드 내용] 오류: {str(e)}")
-        return {
-            "subtitle": slide_title,
-            "bullet_points": ["내용을 생성할 수 없습니다."] * 5
-        }
-
-def translate_content_to_korean(text: str) -> str:
-    """영어 텍스트를 한글로 번역"""
-    url = "https://api.friendli.ai/dedicated/v1/chat/completions"
-    headers = {
-        "Authorization": f"Bearer {FRIENDLI_TOKEN}",
-        "Content-Type": "application/json"
-    }
-    
-    payload = {
-        "model": "dep89a2fld32mcm",
-        "messages": [
-            {
-                "role": "system",
-                "content": "You are a translator. Translate the given English text to Korean. Maintain professional business tone. Only return the translation without any explanation."
-            },
-            {
-                "role": "user",
-                "content": text
-            }
-        ],
-        "max_tokens": 200,
-        "top_p": 0.8,
-        "stream": False
-    }
-    
-    try:
-        response = requests.post(url, json=payload, headers=headers, timeout=30)
-        if response.status_code == 200:
-            result = response.json()
-            return result['choices'][0]['message']['content'].strip()
-        else:
-            return text
-    except Exception as e:
-        return text
-
-def generate_prompt_with_llm(topic: str, style_example: str = None, slide_context: str = None) -> str:
-    """주제와 스타일 예제를 받아서 LLM을 사용해 이미지 프롬프트를 생성"""
-    print(f"[LLM] 프롬프트 생성 시작: {slide_context}")
-    
-    url = "https://api.friendli.ai/dedicated/v1/chat/completions"
-    headers = {
-        "Authorization": f"Bearer {FRIENDLI_TOKEN}",
-        "Content-Type": "application/json"
-    }
-    
-    system_prompt = """You are an expert image prompt engineer specializing in creating prompts for professional presentation slides. 
-
-Your task is to create prompts that:
-1. Are highly specific and visual, perfect for PPT backgrounds or main visuals
-2. Consider the slide's purpose and maintain consistency across a presentation
-3. Include style references matching the given example
-4. Focus on clean, professional visuals that won't distract from text overlays
-5. Ensure high contrast areas for text readability when needed
-6. Maintain brand consistency and professional aesthetics
-
-Important guidelines:
-- If given a style example, adapt the topic to match that specific visual style
-- Consider the slide context (e.g., "표지", "현황 분석") to create appropriate visuals
-- Always output ONLY the prompt without any explanation
-- Keep prompts between 50-150 words for optimal results
-- Ensure the visual supports rather than overwhelms the slide content"""
-    
-    user_message = f"Topic: {topic}"
-    if style_example:
-        user_message += f"\n\nStyle reference to follow:\n{style_example}"
-    if slide_context:
-        user_message += f"\n\nSlide context: {slide_context}"
-    
-    payload = {
-        "model": "dep89a2fld32mcm",
-        "messages": [
-            {
-                "role": "system",
-                "content": system_prompt
-            },
-            {
-                "role": "user",
-                "content": user_message
-            }
-        ],
-        "max_tokens": 300,
-        "top_p": 0.8,
-        "temperature": 0.7,
-        "stream": False
-    }
-    
-    try:
-        response = requests.post(url, json=payload, headers=headers, timeout=30)
-        if response.status_code == 200:
-            result = response.json()
-            prompt = result['choices'][0]['message']['content'].strip()
-            print(f"[LLM] 프롬프트 생성 완료: {prompt[:50]}...")
-            return prompt
-        else:
-            error_msg = f"프롬프트 생성 실패: {response.status_code}"
-            print(f"[LLM] {error_msg}")
-            return error_msg
-    except Exception as e:
-        error_msg = f"프롬프트 생성 중 오류 발생: {str(e)}"
-        print(f"[LLM] {error_msg}")
-        return error_msg
-
-def translate_to_english(text: str) -> str:
-    """한글 텍스트를 영어로 번역 (LLM 사용)"""
-    if not any(ord('가') <= ord(char) <= ord('힣') for char in text):
-        return text
-    
-    print(f"[번역] 한글 감지, 영어로 번역 시작")
-    
-    url = "https://api.friendli.ai/dedicated/v1/chat/completions"
-    headers = {
-        "Authorization": f"Bearer {FRIENDLI_TOKEN}",
-        "Content-Type": "application/json"
-    }
-    
-    payload = {
-        "model": "dep89a2fld32mcm",
-        "messages": [
-            {
-                "role": "system",
-                "content": "You are a translator. Translate the given Korean text to English. Only return the translation without any explanation."
-            },
-            {
-                "role": "user",
-                "content": text
-            }
-        ],
-        "max_tokens": 500,
-        "top_p": 0.8,
-        "stream": False
-    }
-    
-    try:
-        response = requests.post(url, json=payload, headers=headers, timeout=30)
-        if response.status_code == 200:
-            result = response.json()
-            translated = result['choices'][0]['message']['content'].strip()
-            print(f"[번역] 완료")
-            return translated
-        else:
-            print(f"[번역] 실패, 원본 사용")
-            return text
-    except Exception as e:
-        print(f"[번역] 오류: {str(e)}, 원본 사용")
-        return text
-
-def generate_image(prompt: str, seed: int = 10, slide_info: str = "") -> Tuple[Image.Image, str]:
-    """Replicate API를 사용해 이미지 생성"""
-    print(f"\n[이미지 생성] {slide_info}")
-    print(f"[이미지 생성] 프롬프트: {prompt[:50]}...")
-    
-    try:
-        english_prompt = translate_to_english(prompt)
-        
-        if not REPLICATE_API_TOKEN:
-            error_msg = "RAPI_TOKEN 환경변수가 설정되지 않았습니다."
-            print(f"[이미지 생성] 오류: {error_msg}")
-            return None, error_msg
-        
-        print(f"[이미지 생성] Replicate API 호출 중...")
-        client = replicate.Client(api_token=REPLICATE_API_TOKEN)
-        
-        input_params = {
-            "seed": seed,
-            "prompt": english_prompt,
-            "speed_mode": "Extra Juiced 🚀 (even more speed)",
-            "output_quality": 100
-        }
-        
-        start_time = time.time()
-        output = client.run(
-            "prunaai/hidream-l1-fast:17c237d753218fed0ed477cb553902b6b75735f48c128537ab829096ef3d3645",
-            input=input_params
-        )
-        
-        elapsed = time.time() - start_time
-        print(f"[이미지 생성] API 응답 받음 ({elapsed:.1f}초)")
-        
-        if output:
-            if isinstance(output, str) and output.startswith('http'):
-                print(f"[이미지 생성] URL에서 이미지 다운로드 중...")
-                response = requests.get(output, timeout=30)
-                img = Image.open(BytesIO(response.content))
-                print(f"[이미지 생성] 완료!")
-                return img, english_prompt
-            else:
-                print(f"[이미지 생성] 바이너리 데이터 처리 중...")
-                img = Image.open(BytesIO(output.read()))
-                print(f"[이미지 생성] 완료!")
-                return img, english_prompt
-        else:
-            error_msg = "이미지 생성 실패 - 빈 응답"
-            print(f"[이미지 생성] {error_msg}")
-            return None, error_msg
-            
-    except Exception as e:
-        error_msg = f"오류: {str(e)}"
-        print(f"[이미지 생성] {error_msg}")
-        print(f"[이미지 생성] 상세 오류:\n{traceback.format_exc()}")
-        return None, error_msg
-
-def create_slide_preview_html(slide_data: Dict) -> str:
-    """16:9 비율의 슬라이드 프리뷰 HTML 생성"""
-    
-    # 이미지를 base64로 인코딩
-    img_base64 = ""
-    if slide_data.get("image"):
-        buffered = BytesIO()
-        slide_data["image"].save(buffered, format="PNG")
-        img_base64 = base64.b64encode(buffered.getvalue()).decode()
-    
-    # 텍스트 내용 가져오기
-    subtitle = slide_data.get("subtitle", "")
-    bullet_points = slide_data.get("bullet_points", [])
-    
-    # HTML 생성
-    html = f"""
-    <div class="slide-container" style="
-        width: 100%;
-        max-width: 1200px;
-        margin: 20px auto;
-        background: white;
-        border-radius: 8px;
-        box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
-        overflow: hidden;
-    ">
-        <div class="slide-header" style="
-            background: #2c3e50;
-            color: white;
-            padding: 15px 30px;
-            font-size: 18px;
-            font-weight: bold;
-        ">
-            슬라이드 {slide_data.get('slide_number', '')}: {slide_data.get('title', '')}
-        </div>
-        
-        <div class="slide-content" style="
-            display: flex;
-            height: 0;
-            padding-bottom: 56.25%; /* 16:9 비율 */
-            position: relative;
-        ">
-            <div class="slide-inner" style="
-                position: absolute;
-                top: 0;
-                left: 0;
-                width: 100%;
-                height: 100%;
-                display: flex;
-            ">
-                <!-- 텍스트 영역 (좌측) -->
-                <div class="text-area" style="
-                    flex: 1;
-                    padding: 40px;
-                    display: flex;
-                    flex-direction: column;
-                    justify-content: center;
-                    background: #f8f9fa;
-                ">
-                    <h2 style="
-                        color: #2c3e50;
-                        font-size: 28px;
-                        margin-bottom: 30px;
-                        font-weight: 600;
-                    ">{subtitle}</h2>
-                    
-                    <ul style="
-                        list-style: none;
-                        padding: 0;
-                        margin: 0;
-                    ">
-    """
-    
-    for point in bullet_points:
-        html += f"""
-                        <li style="
-                            margin-bottom: 15px;
-                            padding-left: 25px;
-                            position: relative;
-                            color: #34495e;
-                            font-size: 16px;
-                            line-height: 1.6;
-                        ">
-                            <span style="
-                                position: absolute;
-                                left: 0;
-                                color: #3498db;
-                            ">▶</span>
-                            {point.replace('•', '').strip()}
-                        </li>
-        """
-    
-    html += f"""
-                    </ul>
-                </div>
-                
-                <!-- 이미지 영역 (우측) -->
-                <div class="image-area" style="
-                    flex: 1;
-                    background: #e9ecef;
-                    display: flex;
-                    align-items: center;
-                    justify-content: center;
-                    padding: 20px;
-                ">
-    """
-    
-    if img_base64:
-        html += f"""
-                    <img src="data:image/png;base64,{img_base64}" style="
-                        max-width: 100%;
-                        max-height: 100%;
-                        object-fit: contain;
-                        border-radius: 4px;
-                        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
-                    " alt="Slide Image">
-        """
-    else:
-        html += """
-                    <div style="
-                        color: #6c757d;
-                        text-align: center;
-                    ">
-                        <div style="font-size: 48px;">🖼️</div>
-                        <p>이미지 생성 중...</p>
-                    </div>
-        """
-    
-    html += """
-                </div>
-            </div>
-        </div>
-    </div>
-    """
-    
-    return html
-
-def generate_ppt_with_content(topic: str, template_name: str, custom_slides: List[Dict], seed: int, progress=gr.Progress()):
-    """PPT 이미지와 텍스트 내용을 함께 생성"""
-    results = []
-    preview_html = ""
-    
-    # 템플릿 선택
-    if template_name == "사용자 정의" and custom_slides:
-        slides = custom_slides
-    else:
-        slides = PPT_TEMPLATES[template_name]["slides"]
-    
-    if not slides:
-        yield "", "슬라이드가 정의되지 않았습니다."
-        return
-    
-    total_slides = len(slides)
-    print(f"\n[PPT 생성] 시작 - 총 {total_slides}개 슬라이드")
-    print(f"[PPT 생성] 주제: {topic}")
-    print(f"[PPT 생성] 템플릿: {template_name}")
-    
-    # CSS 스타일 추가
-    preview_html = """
-    <style>
-        .slides-container {
-            width: 100%;
-            max-width: 1400px;
-            margin: 0 auto;
-        }
-    </style>
-    <div class="slides-container">
-    """
-    
-    # 각 슬라이드 순차 처리
-    for i, slide in enumerate(slides):
-        progress((i + 1) / (total_slides + 1), f"슬라이드 {i+1}/{total_slides} 처리 중...")
-        
-        slide_info = f"슬라이드 {i+1}: {slide['title']}"
-        
-        # 텍스트 내용 생성
-        slide_context = f"{slide['title']} - {slide.get('prompt_hint', '')}"
-        content = generate_slide_content(topic, slide['title'], slide_context)
-        
-        # 프롬프트 생성 및 이미지 생성
-        style_key = slide["style"]
-        if style_key in STYLE_TEMPLATES:
-            style_info = STYLE_TEMPLATES[style_key]
-            prompt = generate_prompt_with_llm(topic, style_info["example"], slide_context)
-            
-            # 이미지 생성
-            slide_seed = seed + i
-            img, used_prompt = generate_image(prompt, slide_seed, slide_info)
-            
-            # 슬라이드 데이터 구성
-            slide_data = {
-                "slide_number": i + 1,
-                "title": slide["title"],
-                "subtitle": content["subtitle"],
-                "bullet_points": content["bullet_points"],
-                "image": img,
-                "style": style_info["name"]
-            }
-            
-            # 프리뷰 HTML 생성
-            preview_html += create_slide_preview_html(slide_data)
-            
-            # 현재까지의 상태 업데이트
-            yield preview_html + "</div>", f"### 🔄 {slide_info} 생성 중..."
-            
-            results.append({
-                "slide_data": slide_data,
-                "success": img is not None
-            })
-    
-    # 최종 결과
-    preview_html += "</div>"
-    progress(1.0, "완료!")
-    successful = sum(1 for r in results if r["success"])
-    final_status = f"### 🎉 생성 완료! 총 {total_slides}개 슬라이드 중 {successful}개 성공"
-    
-    yield preview_html, final_status
-
-def create_custom_slides_ui():
-    """사용자 정의 슬라이드 구성 UI"""
-    slides = []
-    for i in range(10):
-        with gr.Row():
-            with gr.Column(scale=2):
-                title = gr.Textbox(
-                    label=f"슬라이드 {i+1} 제목",
-                    placeholder="예: 표지, 목차, 현황 분석...",
-                    visible=(i < 3)
-                )
-            with gr.Column(scale=3):
-                style = gr.Dropdown(
-                    choices=list(STYLE_TEMPLATES.keys()),
-                    label=f"스타일 선택",
-                    visible=(i < 3)
-                )
-            with gr.Column(scale=3):
-                hint = gr.Textbox(
-                    label=f"프롬프트 힌트",
-                    placeholder="이 슬라이드에서 표현하고 싶은 내용",
-                    visible=(i < 3)
-                )
-        slides.append({"title": title, "style": style, "hint": hint})
-    return slides
-
-# Gradio 인터페이스 생성
-with gr.Blocks(title="PPT 이미지 생성기", theme=gr.themes.Soft(), css="""
-    .preview-container { max-width: 1400px; margin: 0 auto; }
-""") as demo:
-    gr.Markdown("""
-    # 🎯 AI 기반 PPT 통합 생성기
-    
-    ### 텍스트와 이미지가 완벽하게 조화된 프레젠테이션을 자동으로 생성합니다!
-    """)
-    
-    # API 토큰 상태 확인
-    if not REPLICATE_API_TOKEN:
-        gr.Markdown("⚠️ **경고**: RAPI_TOKEN 환경 변수가 설정되지 않았습니다.")
-    if not FRIENDLI_TOKEN:
-        gr.Markdown("⚠️ **경고**: FRIENDLI_TOKEN 환경 변수가 설정되지 않았습니다.")
-    
-    with gr.Row():
-        with gr.Column(scale=1):
-            # 기본 입력
-            topic_input = gr.Textbox(
-                label="프레젠테이션 주제",
-                placeholder="예: AI 스타트업 투자 유치, 신제품 런칭, 디지털 전환 전략",
-                lines=2
-            )
-            
-            # PPT 템플릿 선택
-            template_select = gr.Dropdown(
-                choices=list(PPT_TEMPLATES.keys()),
-                label="PPT 템플릿 선택",
-                value="비즈니스 제안서",
-                info="목적에 맞는 템플릿을 선택하세요"
-            )
-            
-            # 템플릿 설명
-            template_info = gr.Markdown()
-            
-            # 시드 값
-            seed_input = gr.Slider(
-                minimum=1,
-                maximum=100,
-                value=10,
-                step=1,
-                label="시드 값"
-            )
-            
-            generate_btn = gr.Button("🚀 PPT 전체 생성 (텍스트 + 이미지)", variant="primary", size="lg")
-            
-            # 사용자 정의 섹션
-            with gr.Accordion("📝 사용자 정의 슬라이드 구성", open=False) as custom_accordion:
-                gr.Markdown("템플릿을 사용하지 않고 직접 슬라이드를 구성하세요.")
-                custom_slides_components = create_custom_slides_ui()
-    
-    # 상태 표시
-    status_output = gr.Markdown(
-        value="### 👆 템플릿을 선택하고 생성 버튼을 클릭하세요!"
-    )
-    
-    # 프리뷰 영역
-    preview_output = gr.HTML(
-        label="PPT 프리뷰 (16:9)",
-        elem_classes="preview-container"
-    )
-    
-    # 활용 팁
-    gr.Markdown("""
-    ---
-    ### 💡 새로운 기능:
-    
-    1. **자동 텍스트 생성**: 각 슬라이드마다 적절한 제목과 5개의 핵심 포인트 자동 생성
-    2. **16:9 프리뷰**: 실제 PPT와 동일한 비율로 미리보기
-    3. **좌우 레이아웃**: 좌측 텍스트, 우측 이미지로 깔끔한 구성
-    4. **실시간 업데이트**: 각 슬라이드가 생성될 때마다 즉시 확인
-    
-    ### 📌 활용 팁:
-    - 생성된 내용을 복사하여 실제 PPT에 바로 사용 가능
-    - 각 슬라이드의 텍스트와 이미지가 주제에 맞게 자동 조율
-    - 한글 주제 입력 시 한글로 텍스트 생성
-    """)
-    
-    # 이벤트 핸들러
-    def update_template_info(template_name):
-        if template_name in PPT_TEMPLATES:
-            template = PPT_TEMPLATES[template_name]
-            info = f"**{template['description']}**\n\n포함된 슬라이드:\n"
-            for i, slide in enumerate(template['slides']):
-                info += f"{i+1}. {slide['title']} - {STYLE_TEMPLATES[slide['style']]['use_case']}\n"
-            return info
-        return ""
-    
-    def generate_ppt_handler(topic, template_name, seed, progress=gr.Progress(), *custom_inputs):
-        if not topic.strip():
-            yield "", "❌ 주제를 입력해주세요."
-            return
-        
-        # 사용자 정의 슬라이드 처리
-        custom_slides = []
-        if template_name == "사용자 정의":
-            for i in range(0, len(custom_inputs), 3):
-                title = custom_inputs[i]
-                style = custom_inputs[i+1] if i+1 < len(custom_inputs) else None
-                hint = custom_inputs[i+2] if i+2 < len(custom_inputs) else ""
-                
-                if title and style:
-                    custom_slides.append({
-                        "title": title,
-                        "style": style,
-                        "prompt_hint": hint
-                    })
-        
-        # PPT 생성
-        for preview, status in generate_ppt_with_content(topic, template_name, custom_slides, seed, progress):
-            yield preview, status
-    
-    # 이벤트 연결
-    template_select.change(
-        fn=update_template_info,
-        inputs=[template_select],
-        outputs=[template_info]
-    )
-    
-    # 사용자 정의 입력 수집
-    all_custom_inputs = []
-    for slide_components in custom_slides_components:
-        all_custom_inputs.extend([
-            slide_components["title"],
-            slide_components["style"],
-            slide_components["hint"]
-        ])
-    
-    generate_btn.click(
-        fn=generate_ppt_handler,
-        inputs=[topic_input, template_select, seed_input] + all_custom_inputs,
-        outputs=[preview_output, status_output]
-    )
-    
-    # 초기 템플릿 정보 표시
-    demo.load(
-        fn=update_template_info,
-        inputs=[template_select],
-        outputs=[template_info]
-    )
-
-# 앱 실행
-if __name__ == "__main__":
-    print("\n" + "="*50)
-    print("🚀 PPT 통합 생성기 시작!")
-    print("="*50)
-    
-    # 환경 변수 확인
-    if not REPLICATE_API_TOKEN:
-        print("⚠️  경고: RAPI_TOKEN 환경 변수가 설정되지 않았습니다.")
-    else:
-        print("✅ RAPI_TOKEN 확인됨")
-        
-    if not FRIENDLI_TOKEN:
-        print("⚠️  경고: FRIENDLI_TOKEN 환경 변수가 설정되지 않았습니다.")
-    else:
-        print("✅ FRIENDLI_TOKEN 확인됨")
-    
-    print("="*50 + "\n")
-    
-    demo.launch()