Update app.py

app.py

@@ -1,768 +1,165 @@
 import io
-import re
 import os
-import glob
-import asyncio
-import hashlib
-import unicodedata
+import math
+import re
+from collections import Counter
+from datetime import datetime
+
+import pandas as pd
 import streamlit as st
 from PIL import Image
-import fitz
-import edge_tts
-from reportlab.lib.pagesizes import A4
-from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, Table, TableStyle
-from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
-from reportlab.lib import colors
-from reportlab.pdfbase import pdfmetrics
-from reportlab.pdfbase.ttfonts import TTFont
 from reportlab.pdfgen import canvas
-from datetime import datetime
-import pytz
-from pypdf import PdfReader, PdfWriter
-from pypdf.annotations import Link
-from pypdf.generic import Fit
-
-# 🌟 1. Set the stage for a wide, welcoming app - wisdom: A broad canvas invites creativity, like a galaxy awaiting stars!
-st.set_page_config(layout="wide", initial_sidebar_state="expanded")
-
-# Functions
-# ⏰ 2. Timestamp generator - wisdom: Time stamps your work like a cosmic signature, grounding chaos in order!
-def get_timestamp_prefix():
-    central = pytz.timezone("US/Central")
-    now = datetime.now(central)
-    return now.strftime("%a %m%d %I%M%p").upper()
-
-# 🧹 3. Text cleaner for speech - wisdom: Strip away emojis to let words sing clear, like a bard sans distractions!
-def clean_for_speech(text):
-    text = text.replace("#", "")
-    emoji_pattern = re.compile(
-        r"[\U0001F300-\U0001F5FF"
-        r"\U0001F600-\U0001F64F"
-        r"\U0001F680-\U0001F6FF"
-        r"\U0001F700-\U0001F77F"
-        r"\U0001F780-\U0001F7FF"
-        r"\U0001F800-\U0001F8FF"
-        r"\U0001F900-\U0001F9FF"
-        r"\U0001FA00-\U0001FA6F"
-        r"\U0001FA70-\U0001FAFF"
-        r"\u2600-\u26FF"
-        r"\u2700-\u27BF]+", flags=re.UNICODE)
-    text = emoji_pattern.sub('', text)
-    return text
-
-# ✂️ 4. Emoji trimmer - wisdom: Keep numbered lines sacred; prune emojis elsewhere to focus the tale!
-def trim_emojis_except_numbered(markdown_text):
-    emoji_pattern = re.compile(
-        r"[\U0001F300-\U0001F5FF"
-        r"\U0001F600-\U0001F64F"
-        r"\U0001F680-\U0001F6FF"
-        r"\U0001F700-\U0001F77F"
-        r"\U0001F780-\U0001F7FF"
-        r"\U0001F800-\U0001F8FF"
-        r"\U0001F900-\U0001F9FF"
-        r"\U0001FAD0-\U0001FAD9"
-        r"\U0001FA00-\U0001FA6F"
-        r"\U0001FA70-\U0001FAFF"
-        r"\u2600-\u26FF"
-        r"\u2700-\u27BF]+"
+from reportlab.lib.units import inch
+from reportlab.lib.utils import ImageReader
+
+# --- App Configuration ----------------------------------
+st.set_page_config(
+    page_title="Image → PDF Comic Layout",
+    layout="wide",
+    initial_sidebar_state="expanded",
+)
+
+st.title("🖼️ Image → PDF • Comic-Book Layout Generator")
+st.markdown(
+    "Upload images, choose a page aspect ratio, reorder panels, and generate a high‑definition PDF with smart naming."
+)
+
+
+# --- Sidebar: Page Settings -----------------------------
+st.sidebar.header("1️⃣ Page Aspect Ratio & Size")
+ratio_map = {
+    "4:3 (Landscape)": (4, 3),
+    "16:9 (Landscape)": (16, 9),
+    "1:1 (Square)": (1, 1),
+    "2:3 (Portrait)": (2, 3),
+    "9:16 (Portrait)": (9, 16),
+}
+ratio_choice = st.sidebar.selectbox(
+    "Preset Ratio", list(ratio_map.keys()) + ["Custom…"]
+)
+if ratio_choice != "Custom…":
+    rw, rh = ratio_map[ratio_choice]
+else:
+    rw = st.sidebar.number_input("Custom Width Ratio", min_value=1, value=4)
+    rh = st.sidebar.number_input("Custom Height Ratio", min_value=1, value=3)
+
+# Base page width in points (1pt = 1/72 inch)
+BASE_WIDTH_PT = st.sidebar.slider(
+    "Base Page Width (pt)", min_value=400, max_value=1200, value=800, step=100
+)
+page_width = BASE_WIDTH_PT
+page_height = int(BASE_WIDTH_PT * (rh / rw))
+
+st.sidebar.markdown(f"**Page size:** {page_width}×{page_height} pt")
+
+
+# --- Main: Upload & Reorder -----------------------------
+st.header("2️⃣ Upload & Reorder Images")
+uploaded_files = st.file_uploader(
+    "📂 Select PNG/JPG images", type=["png", "jpg", "jpeg"], accept_multiple_files=True
+)
+
+# Build ordering table
+if uploaded_files:
+    df = pd.DataFrame({"filename": [f.name for f in uploaded_files]})
+    st.markdown("Drag to reorder panels below:")
+    ordered = st.experimental_data_editor(
+        df, num_rows="fixed", use_container_width=True
     )
-    number_pattern = re.compile(r'^\d+\.\s')
-    lines = markdown_text.strip().split('\n')
-    processed_lines = []
-    
-    for line in lines:
-        if number_pattern.match(line):
-            processed_lines.append(line)
-        else:
-            processed_lines.append(emoji_pattern.sub('', line))
-    
-    return '\n'.join(processed_lines)
+    # Map back to actual file objects in new order
+    name2file = {f.name: f for f in uploaded_files}
+    ordered_files = [name2file[n] for n in ordered["filename"] if n in name2file]
+else:
+    ordered_files = []
 
-# 🎙️ 5. Audio generator - wisdom: Give voice to text, like a storyteller breathing life into ancient scrolls!
-async def generate_audio(text, voice, filename):
-    communicate = edge_tts.Communicate(text, voice)
-    await communicate.save(filename)
-    return filename
 
-# 🔗 6. Link converter - wisdom: Transform raw URLs into clickable paths, guiding readers like stars in the night!
-def detect_and_convert_links(text):
-    md_link_pattern = re.compile(r'\[(.*?)\]\((https?://[^\s\[\]()<>{}]+)\)')
-    text = md_link_pattern.sub(r'<a href="\2" color="blue">\1</a>', text)
-    url_pattern = re.compile(
-        r'(?<!href=")(https?://[^\s<>{}]+)',
-        re.IGNORECASE
-    )
-    text = url_pattern.sub(r'<a href="\1" color="blue">\1</a>', text)
-    return text
+# --- PDF Creation Logic ----------------------------------
 
-# 😊 7. Emoji font applicator - wisdom: Dress emojis in bold fonts, letting them shine like jewels in a crown!
-def apply_emoji_font(text, emoji_font):
-    tag_pattern = re.compile(r'(<[^>]+>)')
-    segments = tag_pattern.split(text)
-    result = []
-    emoji_pattern = re.compile(
-        r"([\U0001F300-\U0001F5FF"
-        r"\U0001F600-\U0001F64F"
-        r"\U0001F680-\U0001F6FF"
-        r"\U0001F700-\U0001F77F"
-        r"\U0001F780-\U0001F7FF"
-        r"\U0001F800-\U0001F8FF"
-        r"\U0001F900-\U0001F9FF"
-        r"\U0001FAD0-\U0001FAD9"
-        r"\U0001FA00-\U0001FA6F"
-        r"\U0001FA70-\U0001FAFF"
-        r"\u2600-\u26FF"
-        r"\u2700-\u27BF]+)"
-    )
-    
-    def replace_emoji(match):
-        emoji = match.group(1)
-        emoji = unicodedata.normalize('NFC', emoji)
-        return f'<font face="{emoji_font}">{emoji}</font>'
-    
-    for segment in segments:
-        if tag_pattern.match(segment):
-            result.append(segment)
-        else:
-            parts = []
-            last_pos = 0
-            for match in emoji_pattern.finditer(segment):
-                start, end = match.span()
-                if last_pos < start:
-                    parts.append(f'<font face="DejaVuSans">{segment[last_pos:start]}</font>')
-                parts.append(replace_emoji(match))
-                last_pos = end
-            if last_pos < len(segment):
-                parts.append(f'<font face="DejaVuSans">{segment[last_pos:]}</font>')
-            result.append(''.join(parts))
-    
-    return ''.join(result)
+def top_n_words(filenames, n=5):
+    words = []
+    for fn in filenames:
+        stem = os.path.splitext(fn)[0]
+        words += re.findall(r"\w+", stem.lower())
+    return [w for w, _ in Counter(words).most_common(n)]
 
-# 📝 8. Markdown to PDF content - wisdom: Parse markdown like a sage, crafting content that flows like a river!
-def markdown_to_pdf_content(markdown_text, add_space_before_numbered, headings_to_fonts):
-    lines = markdown_text.strip().split('\n')
-    pdf_content = []
-    number_pattern = re.compile(r'^\d+(\.\d+)*\.\s')
-    heading_pattern = re.compile(r'^(#{1,4})\s+(.+)$')
-    first_numbered_seen = False
-    
-    for line in lines:
-        line = line.strip()
-        if not line:
-            continue
-            
-        if headings_to_fonts and line.startswith('#'):
-            heading_match = heading_pattern.match(line)
-            if heading_match:
-                level = len(heading_match.group(1))
-                heading_text = heading_match.group(2).strip()
-                formatted_heading = f"<h{level}>{heading_text}</h{level}>"
-                pdf_content.append(formatted_heading)
-                continue
-                
-        is_numbered_line = number_pattern.match(line) is not None
-        
-        if add_space_before_numbered and is_numbered_line:
-            if first_numbered_seen and not line.startswith("1."):
-                pdf_content.append("")
-            if not first_numbered_seen:
-                first_numbered_seen = True
-        
-        line = detect_and_convert_links(line)
-        line = re.sub(r'\*\*(.+?)\*\*', r'<b>\1</b>', line)
-        line = re.sub(r'\*([^*]+?)\*', r'<b>\1</b>', line)
-                
-        pdf_content.append(line)
-    total_lines = len(pdf_content)
-    return pdf_content, total_lines
 
-# 📄 9. PDF creator - wisdom: Weave text into PDFs, like an alchemist turning words into eternal pages!
-def create_pdf(markdown_text, base_font_size, num_columns, add_space_before_numbered, headings_to_fonts, doc_title, longest_line_words, total_lines):
-    if not markdown_text.strip():
-        return None
+def make_comic_pdf(images, w_pt, h_pt):
     buffer = io.BytesIO()
-    page_width = A4[0] * 2
-    page_height = A4[1]
-    doc = SimpleDocTemplate(
-        buffer,
-        pagesize=(page_width, page_height),
-        leftMargin=36,
-        rightMargin=36,
-        topMargin=36,
-        bottomMargin=36,
-        title=doc_title
-    )
-    styles = getSampleStyleSheet()
-    spacer_height = 10
-    pdf_content, total_lines = markdown_to_pdf_content(markdown_text, add_space_before_numbered, headings_to_fonts)
-    try:
-        available_font_files = glob.glob("*.ttf")
-        if not available_font_files:
-            st.error("No .ttf font files found.")
-            return None
-        selected_font_path = next((f for f in available_font_files if "NotoEmoji-Bold" in f), None)
-        if selected_font_path:
-            pdfmetrics.registerFont(TTFont("NotoEmoji-Bold", selected_font_path))
-        pdfmetrics.registerFont(TTFont("DejaVuSans", "DejaVuSans.ttf"))
-    except Exception as e:
-        st.error(f"Font registration error: {e}")
-        return None
-    total_chars = sum(len(line) for line in pdf_content)
-    hierarchy_weight = sum(1.5 if line.startswith("<b>") else 1 for line in pdf_content)
-    content_density = total_lines * hierarchy_weight + total_chars / 50
-    usable_height = page_height - 72 - spacer_height
-    usable_width = page_width - 72
-    avg_line_chars = total_chars / total_lines if total_lines > 0 else 50
-    ideal_lines_per_col = 20
-    suggested_columns = max(2, min(4, int(total_lines / ideal_lines_per_col) + 1))
-    num_columns = num_columns if num_columns != 0 else suggested_columns
-    col_width = usable_width / num_columns
-    min_font_size = 5
-    max_font_size = 16
-    lines_per_col = total_lines / num_columns if num_columns > 0 else total_lines
-    target_height_per_line = usable_height / lines_per_col if lines_per_col > 0 else usable_height
-    estimated_font_size = int(target_height_per_line / 1.5)
-    adjusted_font_size = max(min_font_size, min(max_font_size, estimated_font_size))
-    if avg_line_chars > col_width / adjusted_font_size * 10:
-        adjusted_font_size = int(col_width / (avg_line_chars / 10))
-        adjusted_font_size = max(min_font_size, adjusted_font_size)
-    
-    if longest_line_words > 17 or lines_per_col > 20:
-        font_scale = min(17 / max(longest_line_words, 17), 60 / max(lines_per_col, 20))
-        adjusted_font_size = max(min_font_size, int(base_font_size * font_scale))
-    
-    item_style = ParagraphStyle(
-        'ItemStyle', parent=styles['Normal'], fontName="DejaVuSans",
-        fontSize=adjusted_font_size, leading=adjusted_font_size * 1.15, spaceAfter=1,
-        linkUnderline=True
-    )
-    numbered_bold_style = ParagraphStyle(
-        'NumberedBoldStyle', parent=styles['Normal'], fontName="NotoEmoji-Bold",
-        fontSize=adjusted_font_size, leading=adjusted_font_size * 1.15, spaceAfter=1,
-        linkUnderline=True
-    )
-    section_style = ParagraphStyle(
-        'SectionStyle', parent=styles['Heading2'], fontName="DejaVuSans",
-        textColor=colors.darkblue, fontSize=adjusted_font_size * 1.1, leading=adjusted_font_size * 1.32, spaceAfter=2,
-        linkUnderline=True
-    )
-    columns = [[] for _ in range(num_columns)]
-    lines_per_column = total_lines / num_columns if num_columns > 0 else total_lines
-    current_line_count = 0
-    current_column = 0
-    number_pattern = re.compile(r'^\d+(\.\d+)*\.\s')
-    for item in pdf_content:
-        if current_line_count >= lines_per_column and current_column < num_columns - 1:
-            current_column += 1
-            current_line_count = 0
-        columns[current_column].append(item)
-        current_line_count += 1
-    column_cells = [[] for _ in range(num_columns)]
-    for col_idx, column in enumerate(columns):
-        for item in column:
-            if isinstance(item, str):
-                heading_match = re.match(r'<h(\d)>(.*?)</h\1>', item) if headings_to_fonts else None
-                if heading_match:
-                    level = int(heading_match.group(1))
-                    heading_text = heading_match.group(2)
-                    heading_style = ParagraphStyle(
-                        f'Heading{level}Style', 
-                        parent=styles['Heading1'],
-                        fontName="DejaVuSans",
-                        textColor=colors.darkblue if level == 1 else (colors.black if level > 2 else colors.blue),
-                        fontSize=adjusted_font_size * (1.6 - (level-1)*0.15),
-                        leading=adjusted_font_size * (1.8 - (level-1)*0.15),
-                        spaceAfter=4 - (level-1),
-                        spaceBefore=6 - (level-1),
-                        linkUnderline=True
-                    )
-                    column_cells[col_idx].append(Paragraph(apply_emoji_font(heading_text, "NotoEmoji-Bold"), heading_style))
-                elif item.startswith("<b>") and item.endswith("</b>"):
-                    content = item[3:-4].strip()
-                    if number_pattern.match(content):
-                        column_cells[col_idx].append(Paragraph(apply_emoji_font(content, "NotoEmoji-Bold"), numbered_bold_style))
-                    else:
-                        column_cells[col_idx].append(Paragraph(apply_emoji_font(content, "NotoEmoji-Bold"), section_style))
-                else:
-                    column_cells[col_idx].append(Paragraph(apply_emoji_font(item, "NotoEmoji-Bold"), item_style))
-            else:
-                column_cells[col_idx].append(Paragraph(apply_emoji_font(str(item), "NotoEmoji-Bold"), item_style))
-    max_cells = max(len(cells) for cells in column_cells) if column_cells else 0
-    for cells in column_cells:
-        cells.extend([Paragraph("", item_style)] * (max_cells - len(cells)))
-    table_data = list(zip(*column_cells)) if column_cells else [[]]
-    table = Table(table_data, colWidths=[col_width] * num_columns, hAlign='CENTER')
-    table.setStyle(TableStyle([
-        ('VALIGN', (0, 0), (-1, -1), 'TOP'),
-        ('ALIGN', (0, 0), (-1, -1), 'LEFT'),
-        ('BACKGROUND', (0, 0), (-1, -1), colors.white),
-        ('GRID', (0, 0), (-1, -1), 0, colors.white),
-        ('LINEAFTER', (0, 0), (num_columns-1, -1), 0.5, colors.grey),
-        ('LEFTPADDING', (0, 0), (-1, -1), 2),
-        ('RIGHTPADDING', (0, 0), (-1, -1), 2),
-        ('TOPPADDING', (0, 0), (-1, -1), 1),
-        ('BOTTOMPADDING', (0, 0), (-1, -1), 1),
-    ]))
-    story = [Spacer(1, spacer_height), table]
-    doc.build(story)
-    buffer.seek(0)
-    return buffer.getvalue()
-
-# 🖼️ 10. PDF to image converter - wisdom: Turn PDFs into images, like painting a story for eager eyes!
-def pdf_to_image(pdf_bytes):
-    if pdf_bytes is None:
-        return None
-    try:
-        doc = fitz.open(stream=pdf_bytes, filetype="pdf")
-        images = []
-        for page in doc:
-            pix = page.get_pixmap(matrix=fitz.Matrix(2.0, 2.0))
-            img = Image.frombytes("RGB", [pix.width, pix.height], pix.samples)
-            images.append(img)
-        doc.close()
-        return images
-    except Exception as e:
-        st.error(f"Failed to render PDF preview: {e}")
-        return None
-
-# PDF creation and linking functions
-WORDS_12 = ["one", "two", "three", "four", "five", "six", "seven", "eight", "nine", "ten", "eleven", "twelve"]
-WORDS_24 = ["one", "two", "three", "four", "five", "six", "seven", "eight", "nine", "ten",
-            "eleven", "twelve", "thirteen", "fourteen", "fifteen", "sixteen", "seventeen", "eighteen", "nineteen", "twenty",
-            "twenty-one", "twenty-two", "twenty-three", "twenty-four"]
+    c = canvas.Canvas(buffer, pagesize=(w_pt, h_pt))
+
+    N = len(images)
+    cols = int(math.ceil(math.sqrt(N)))
+    rows = int(math.ceil(N / cols))
+    panel_w = w_pt  / cols
+    panel_h = h_pt / rows
+
+    for idx, img_file in enumerate(images):
+        im = Image.open(img_file)
+        iw, ih = im.size
+        target_ar = panel_w / panel_h
+        img_ar = iw / ih
+
+        # Center-crop to panel aspect
+        if img_ar > target_ar:
+            new_w = int(ih * target_ar)
+            left = (iw - new_w) // 2
+            im = im.crop((left, 0, left + new_w, ih))
+        else:
+            new_h = int(iw / target_ar)
+            top = (ih - new_h) // 2
+            im = im.crop((0, top, iw, top + new_h))
 
-# 🔗 11. Cross-file PDF linker - wisdom: Connect PDFs like bridges between islands, uniting stories!
-def create_crossfile_pdfs(source_pdf="TestSource.pdf", target_pdf="TestTarget.pdf"):
-    """Create two PDFs with cross-file linking."""
-    # 📜 11.1 Base PDF creator - wisdom: Lay the foundation with words, like carving runes on stone!
-    def create_base_pdf(filename):
-        buffer = io.BytesIO()
-        c = canvas.Canvas(buffer)
-        c.setFont("Helvetica", 12)
-        for i, word in enumerate(WORDS_12, 1):
-            y = 800 - (i * 20)
-            c.drawString(50, y, f"{i}. {word}")
-        c.showPage()
-        c.save()
-        buffer.seek(0)
-        with open(filename, "wb") as f:
-            f.write(buffer.getvalue())
-        buffer.close()
+        im = im.resize((int(panel_w), int(panel_h)), Image.LANCZOS)
 
-    # 📑 11.2 Bookmark adder - wisdom: Mark the path to seven, like a beacon in the fog!
-    def add_bookmark_to_seven(pdf_file):
-        reader = PdfReader(pdf_file)
-        writer = PdfWriter()
-        for page in reader.pages:
-            writer.add_page(page)
-        page = writer.pages[0]
-        y_position = 800 - (7 * 20)
-        fit = Fit(fit_type="/XYZ", fit_args=[50, y_position, 0])
-        writer.add_outline_item("Seven Bookmark", 0, fit=fit)
-        with open(pdf_file, "wb") as f:
-            writer.write(f)
+        col = idx % cols
+        row = idx // cols
+        x = col * panel_w
+        y = h_pt - (row + 1) * panel_h
 
-    # 🌉 11.3 Source PDF modifier - wisdom: Forge links between files, like threads in a tapestry!
-    def modify_source_pdf(source, target):
-        reader = PdfReader(source)
-        writer = PdfWriter()
-        for page in reader.pages:
-            writer.add_page(page)
-        buffer = io.BytesIO()
-        c = canvas.Canvas(buffer)
-        c.setFont("Helvetica", 8)
-        seven_y = 800 - (7 * 20)
-        c.drawString(90, seven_y - 5, "link")
-        c.showPage()
-        c.save()
-        buffer.seek(0)
-        text_pdf = PdfReader(buffer)
-        page = writer.pages[0]
-        page.merge_page(text_pdf.pages[0])
-        link = Link(
-            rect=(90, seven_y - 10, 150, seven_y + 10),
-            url=f"file://{os.path.abspath(target)}#page=1"
+        c.drawImage(
+            ImageReader(im), x, y, panel_w, panel_h,
+            preserveAspectRatio=False, mask='auto'
         )
-        writer.add_annotation(page_number=0, annotation=link)
-        with open(source, "wb") as f:
-            writer.write(f)
-        buffer.close()
 
-    # 🛤️ 11.4 Internal link adder - wisdom: Guide readers within, like a map to hidden treasure!
-    def add_internal_link(pdf_file):
-        reader = PdfReader(pdf_file)
-        writer = PdfWriter()
-        for page in reader.pages:
-            writer.add_page(page)
-        one_y = 800 - (1 * 20)
-        ten_y = 800 - (10 * 20)
-        link = Link(
-            rect=(50, one_y - 10, 100, one_y + 10),
-            target_page_index=0,
-            fit=Fit(fit_type="/XYZ", fit_args=[50, ten_y, 0])
-        )
-        writer.add_annotation(page_number=0, annotation=link)
-        with open(pdf_file, "wb") as f:
-            writer.write(f)
-
-    create_base_pdf(source_pdf)
-    create_base_pdf(target_pdf)
-    add_bookmark_to_seven(target_pdf)
-    modify_source_pdf(source, target)
-    add_internal_link(source_pdf)
-    add_internal_link(target_pdf)
-    return source_pdf, target_pdf
-
-# 📘 12. Self-linking PDF creator - wisdom: Build a PDF that guides itself, like a book with its own compass!
-def create_selflinking_pdf(pdf_file="SelfLinking.pdf"):
-    """Create a PDF with a TOC on page 1 linking to a 1-24 list starting on page 2."""
-    buffer = io.BytesIO()
-    c = canvas.Canvas(buffer)
-    c.setFont("Helvetica", 14)
-    c.drawString(50, 800, "Table of Contents")
-    c.setFont("Helvetica", 12)
-    toc_y_positions = []
-    for i, word in enumerate(WORDS_12, 1):
-        y = 760 - (i * 20)
-        c.drawString(50, y, f"{word}")
-        toc_y_positions.append(y)
-    c.showPage()
-    c.setFont("Helvetica", 12)
-    list_y_positions = []
-    for i, word in enumerate(WORDS_24, 1):
-        y = 800 - (i * 20)
-        c.drawString(50, y, f"{i}. {word}")
-        list_y_positions.append(y)
     c.showPage()
     c.save()
     buffer.seek(0)
-    with open(pdf_file, "wb") as f:
-        f.write(buffer.getvalue())
-    buffer.close()
-    reader = PdfReader(pdf_file)
-    writer = PdfWriter()
-    for page in reader.pages:
-        writer.add_page(page)
-    toc_page = writer.pages[0]
-    list_page = writer.pages[1]
-    writer.add_outline_item("Table of Contents", 0, fit=Fit(fit_type="/Fit"))
-    for i, word in enumerate(WORDS_12, 1):
-        y = list_y_positions[i-1]
-        writer.add_outline_item(word, 1, fit=Fit(fit_type="/XYZ", fit_args=[50, y, 0]))
-    for i, word in enumerate(WORDS_12):
-        toc_y = toc_y_positions[i]
-        list_y = list_y_positions[i]
-        link = Link(
-            rect=(50, toc_y - 10, 150, toc_y + 10),
-            target_page_index=1,
-            fit=Fit(fit_type="/XYZ", fit_args=[50, list_y, 0])
-        )
-        writer.add_annotation(page_number=0, annotation=link)
-    with open(pdf_file, "wb") as f:
-        writer.write(f)
-    return pdf_file
-
-# 🖼️ 13. Image-linked PDF creator - wisdom: Link images to text, like windows opening to new worlds!
-def create_pdf_with_images(source_pdf_bytes, output_pdf="ImageLinked.pdf"):
-    """Create a PDF with links on numbered headings to new pages with images."""
-    image_files = sorted(glob.glob("*.png"))
-    if not source_pdf_bytes:
-        st.error("No source PDF provided.")
-        return None
-    if not image_files:
-        st.error("No PNG images found in the directory.")
-        return source_pdf_bytes
-    
-    reader = PdfReader(io.BytesIO(source_pdf_bytes))
-    writer = PdfWriter()
-    
-    # Copy all pages from source PDF
-    original_page_count = len(reader.pages)
-    for page in reader.pages:
-        writer.add_page(page)
-    
-    # Add image pages
-    image_page_indices = []
-    for image_file in image_files[:12]:  # Limit to 12 images
-        buffer = io.BytesIO()
-        c = canvas.Canvas(buffer, pagesize=A4)
-        try:
-            img = Image.open(image_file)
-            img_width, img_height = img.size
-            page_width, page_height = A4
-            scale = min((page_width - 40) / img_width, (page_height - 40) / img_height)
-            new_width = img_width * scale
-            new_height = img_height * scale
-            x = (page_width - new_width) / 2
-            y = (page_height - new_height) / 2
-            c.drawImage(image_file, x, y, new_width, new_height)
-            c.showPage()
-            c.save()
-            buffer.seek(0)
-            img_pdf = PdfReader(buffer)
-            writer.add_page(img_pdf.pages[0])
-            image_page_indices.append(original_page_count + len(image_page_indices))
-            buffer.close()
-        except Exception as e:
-            st.error(f"Failed to process image {image_file}: {e}")
-            buffer.close()
-            continue
-    
-    # Add links to numbered headings on first page
-    if image_page_indices:
-        page = writer.pages[0]
-        y_positions = []
-        for i in range(1, 13):
-            y = 800 - (i * 20)  # Matches layout from create_pdf
-            y_positions.append(y)
-        
-        for idx, (y, target_page_idx) in enumerate(zip(y_positions, image_page_indices)):
-            # Add "link" text
-            buffer = io.BytesIO()
-            c = canvas.Canvas(buffer)
-            c.setFont("Helvetica", 8)
-            c.drawString(90, y - 5, "link")
-            c.showPage()
-            c.save()
-            buffer.seek(0)
-            text_pdf = PdfReader(buffer)
-            page.merge_page(text_pdf.pages[0])
-            
-            # Add link annotation
-            link = Link(
-                rect=(90, y - 10, 150, y + 10),
-                target_page_index=target_page_idx,
-                fit=Fit(fit_type="/Fit")
-            )
-            writer.add_annotation(page_number=0, annotation=link)
-            buffer.close()
-    
-    output_buffer = io.BytesIO()
-    writer.write(output_buffer)
-    output_buffer.seek(0)
-    with open(output_pdf, "wb") as f:
-        f.write(output_buffer.getvalue())
-    return output_buffer.getvalue()
+    return buffer.getvalue()
 
-# 🎨 14. Streamlit UI - wisdom: Craft an interface like a garden, where users bloom with possibilities!
-md_files = [f for f in glob.glob("*.md") if os.path.basename(f) != "README.md"]
-md_options = [os.path.splitext(os.path.basename(f))[0] for f in md_files]
 
-with st.sidebar:
-    # 📚 14.1 Markdown selector - wisdom: Offer choices like a librarian, guiding users to their story!
-    st.markdown("### 📄 PDF Options")
-    if md_options:
-        selected_md = st.selectbox("Select Markdown File", options=md_options, index=0, key="markdown_select")
-        if selected_md != st.session_state.get('last_selected_md'):
-            with open(f"{selected_md}.md", "r", encoding="utf-8") as f:
-                st.session_state.markdown_content = f.read()
-            st.session_state.last_selected_md = selected_md
-    else:
-        st.warning("No markdown file found. Please add one to your folder.")
-        selected_md = None
-        st.session_state.markdown_content = ""
-    
-    # 🔠 14.2 Font selector - wisdom: Choose fonts like a painter picks colors, shaping the mood!
-    available_font_files = {os.path.splitext(os.path.basename(f))[0]: f for f in glob.glob("*.ttf")}
-    selected_font_name = st.selectbox(
-        "Select Emoji Font",
-        options=list(available_font_files.keys()),
-        index=list(available_font_files.keys()).index("NotoEmoji-Bold") if "NotoEmoji-Bold" in available_font_files else 0
-    )
-    base_font_size = st.slider("Font Size (points)", min_value=6, max_value=16, value=8, step=1)
-    
-    # 📏 14.3 Layout options - wisdom: Space and style are the frame of your masterpiece!
-    add_space_before_numbered = st.checkbox("Add Space Ahead of Numbered Lines", value=True)
-    headings_to_fonts = st.checkbox(
-        "Headings to Fonts",
-        value=True,
-        help="Convert Markdown headings (# Heading) to styled fonts"
-    )
-    auto_columns = st.checkbox("AutoColumns", value=True)
-    
-    # 📊 14.4 Document stats - wisdom: Know your text’s pulse, like a doctor checking its heartbeat!
-    column_options = [2, 3, 4]
-    num_columns = 3
-    recommended_columns = 3
-    longest_line_words = 0
-    total_lines = 0
-    adjusted_font_size_display = base_font_size
-    if 'markdown_content' in st.session_state and st.session_state.markdown_content.strip():
-        current_markdown = st.session_state.markdown_content
-        lines = current_markdown.strip().split('\n')
-        total_lines = len([line for line in lines if line.strip()])
-        for line in lines:
-            if line.strip():
-                word_count = len(line.split())
-                longest_line_words = max(longest_line_words, word_count)
-        if auto_columns:
-            if longest_line_words > 38:
-                recommended_columns = 2
-            elif longest_line_words < 18 and total_lines < 20:
-                recommended_columns = 4
-            else:
-                recommended_columns = 3
-        if longest_line_words > 17 or total_lines / max(recommended_columns, 1) > 20:
-            font_scale = min(17 / max(longest_line_words, 17), 60 / max(total_lines / max(recommended_columns, 1), 20))
-            adjusted_font_size_display = max(5, int(base_font_size * font_scale))
-        st.markdown("**Document Stats**")
-        st.write(f"- Longest Line: {longest_line_words} words")
-        st.write(f"- Total Lines: {total_lines}")
-        st.write(f"- Recommended Columns: {recommended_columns}")
-        st.write(f"- Adjusted Font Size: {adjusted_font_size_display} points")
+# --- Generate & Download -------------------------------
+st.header("3️⃣ Generate & Download PDF")
+if st.button("🎉 Generate PDF"):
+    if not ordered_files:
+        st.warning("Please upload and order at least one image.")
     else:
-        st.markdown("**Document Stats**")
-        st.write("- Longest Line: 0 words")
-        st.write("- Total Lines: 0")
-        st.write("- Recommended Columns: 3")
-        st.write(f"- Adjusted Font Size: {base_font_size} points")
-    
-    # 🔢 14.5 Column selector - wisdom: Columns organize chaos, like shelves in a wizard’s library!
-    num_columns = st.selectbox(
-        "Number of Columns",
-        options=column_options,
-        index=column_options.index(recommended_columns) if recommended_columns in column_options else 0
-    )
-    st.info("Font size and columns adjust to fit one page.")
-    
-    # ✍️ 14.6 Markdown editor - wisdom: Let users scribe their saga, shaping worlds with words!
-    st.markdown("### ✍️ Edit Markdown")
-    edited_markdown = st.text_area(
-        "Input Markdown",
-        value=st.session_state.markdown_content,
-        height=200,
-        key=f"markdown_{selected_md}_{selected_font_name}_{num_columns}"
-    )
-    
-    # 💾 14.7 Action buttons - wisdom: Actions spark progress, like flint igniting a fire!
-    st.markdown("### 💾 Actions")
-    col1, col2 = st.columns(2)
-    with col1:
-        if st.button("🔄 Update PDF"):
-            st.session_state.markdown_content = edited_markdown
-            if selected_md:
-                with open(f"{selected_md}.md", "w", encoding="utf-8") as f:
-                    f.write(edited_markdown)
-            st.rerun()
-    
-    with col2:
-        if st.button("✂️ Trim Emojis"):
-            trimmed_content = trim_emojis_except_numbered(edited_markdown)
-            st.session_state.markdown_content = trimmed_content
-            if selected_md:
-                with open(f"{selected_md}.md", "w", encoding="utf-8") as f:
-                    f.write(trimmed_content)
-            st.rerun()
-    
-    # 📥 14.8 Markdown saver - wisdom: Save your work, like bottling a potion for later!
-    prefix = get_timestamp_prefix()
-    st.download_button(
-        label="💾 Save Markdown",
-        data=st.session_state.markdown_content,
-        file_name=f"{prefix} {selected_md}.md" if selected_md else f"{prefix} default.md",
-        mime="text/markdown"
-    )
-    
-    # 🔊 14.9 Text-to-speech - wisdom: Let words echo aloud, like a bard’s tale in the hall!
-    st.markdown("### 🔊 Text-to-Speech")
-    VOICES = ["en-US-AriaNeural", "en-US-JennyNeural", "en-GB-SoniaNeural", "en-US-GuyNeural", "en-US-AnaNeural"]
-    selected_voice = st.selectbox("Select Voice for TTS", options=VOICES, index=0)
-    if st.button("Generate Audio"):
-        cleaned_text = clean_for_speech(st.session_state.markdown_content)
-        audio_filename = f"{prefix} {selected_md} {selected_voice}.mp3" if selected_md else f"{prefix} default {selected_voice}.mp3"
-        audio_file = asyncio.run(generate_audio(cleaned_text, selected_voice, audio_filename))
-        st.audio(audio_file)
-        with open(audio_file, "rb") as f:
-            audio_bytes = f.read()
-        st.download_button(
-            label="💾 Save Audio",
-            data=audio_bytes,
-            file_name=audio_filename,
-            mime="audio/mpeg"
-        )
-    
-    # 📑 14.10 PDF action buttons - wisdom: Create and link PDFs, like crafting portals to knowledge!
-    col1, col2 = st.columns(2)
-    with col1:
-        if st.button("📑 Create CrossFile PDFs"):
-            with st.spinner("Creating cross-file linked PDFs..."):
-                source_pdf, target_pdf = create_crossfile_pdfs()
-                st.success(f"Created {source_pdf} and {target_pdf}")
-                for pdf_file in [source_pdf, target_pdf]:
-                    with open(pdf_file, "rb") as f:
-                        st.download_button(
-                            label=f"💾 Download {pdf_file}",
-                            data=f.read(),
-                            file_name=pdf_file,
-                            mime="application/pdf"
-                        )
-    
-    with col2:
-        if st.button("🧪 Create SelfLinking PDF"):
-            with st.spinner("Generating self-linking PDF with TOC..."):
-                pdf_file = create_selflinking_pdf()
-                st.success(f"Generated {pdf_file}")
-                with open(pdf_file, "rb") as f:
-                    self_linked_pdf_bytes = f.read()
-                images = pdf_to_image(self_linked_pdf_bytes)
-                if images:
-                    st.subheader(f"Preview of {pdf_file}")
-                    for i, img in enumerate(images):
-                        st.image(img, caption=f"{pdf_file} Page {i+1}", use_container_width=True)
-                with open(pdf_file, "rb") as f:
-                    st.download_button(
-                        label=f"💾 Download {pdf_file}",
-                        data=f.read(),
-                        file_name=pdf_file,
-                        mime="application/pdf"
-                    )
+        # Build filename: YYYY-MMdd-top5words.pdf
+        date_str = datetime.now().strftime("%Y-%m%d")
+        words = top_n_words([f.name for f in ordered_files], n=5)
+        slug  = "-".join(words)
+        out_name = f"{date_str}-{slug}.pdf"
 
-# 🖥️ 15. Main PDF generation - wisdom: Spin up the PDF like a weaver at the loom, crafting beauty!
-with st.spinner("Generating PDF..."):
-    pdf_bytes = create_pdf(
-        st.session_state.get('markdown_content', ''),
-        base_font_size,
-        num_columns,
-        add_space_before_numbered,
-        headings_to_fonts,
-        doc_title=selected_md if selected_md else "Untitled",
-        longest_line_words=longest_line_words,
-        total_lines=total_lines
-    )
+        pdf_bytes = make_comic_pdf(ordered_files, page_width, page_height)
 
-# 🖼️ 16. PDF preview - wisdom: Show the masterpiece before it’s framed, delighting the creator!
-with st.container():
-    st.markdown("### 📊 PDF Preview")
-    pdf_images = pdf_to_image(pdf_bytes)
-    if pdf_images:
-        for img in pdf_images:
-            st.image(img, use_container_width=True)
-    else:
-        st.info("Download the PDF to view it locally.")
+        st.success(f"✅ PDF ready: **{out_name}**")
+        st.download_button(
+            "⬇️ Download PDF", data=pdf_bytes,
+            file_name=out_name, mime="application/pdf"
+        )
 
-with st.sidebar:
-    # 💾 17. PDF saver - wisdom: Offer the final scroll, ready to be shared like wisdom across ages!
-    st.download_button(
-        label="💾 Save PDF",
-        data=pdf_bytes if pdf_bytes else "",
-        file_name=f"{prefix} {selected_md}.pdf" if selected_md else f"{prefix} output.pdf",
-        mime="application/pdf",
-        disabled=pdf_bytes is None
-    )
-    
-    if st.button("🖼️ Generate PDF With Images"):
-        with st.spinner("Generating PDF with image links..."):
-            linked_pdf_bytes = create_pdf_with_images(pdf_bytes)
-            if linked_pdf_bytes and linked_pdf_bytes != pdf_bytes:
-                st.success("Generated PDF with image links")
-                images = pdf_to_image(linked_pdf_bytes)
-                if images:
-                    st.subheader("Preview of Image-Linked PDF")
-                    for i, img in enumerate(images):
-                        st.image(img, caption=f"Image-Linked PDF Page {i+1}", use_container_width=True)
-                st.download_button(
-                    label="💾 Download Image-Linked PDF",
-                    data=linked_pdf_bytes,
-                    file_name=f"{prefix} {selected_md}_image_linked.pdf" if selected_md else f"{prefix} image_linked.pdf",
-                    mime="application/pdf"
-                )
+        # Preview first page (requires pymupdf)
+        st.markdown("#### PDF Preview")
+        try:
+            import fitz  # pymupdf
+            doc = fitz.open(stream=pdf_bytes, filetype="pdf")
+            pix = doc[0].get_pixmap(matrix=fitz.Matrix(1.5, 1.5))
+            st.image(pix.tobytes(), use_column_width=True)
+        except Exception:
+            st.info("Install `pymupdf` for live PDF preview.")
+
+
+# --- Footer ------------------------------------------------
+st.sidebar.markdown("---")
+st.sidebar.markdown(
+    "Built by Aaron C. Wacker • Senior AI Engineer"
+)