Spaces:
Sleeping
Sleeping
File size: 34,061 Bytes
0c9040f 9bba0e0 667b388 ebf65a4 a07f4ed fdddc6f f4be36c 97756ff 4c8e947 0c9040f 4c8e947 ebf65a4 fdddc6f 4c8e947 0c9040f fdddc6f ebf65a4 0d1d06c 0c9040f 57ec34f 667b388 3c43321 667b388 57ec34f ebf65a4 ecf1d8d 4430c57 0d1d06c 29cfac7 f4be36c 0d1d06c 0c9040f 0d1d06c 9c62bdc 0d1d06c ebf65a4 0d1d06c ebf65a4 0d1d06c ebf65a4 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c fdddc6f 0d1d06c f4be36c 0c9040f f4be36c 0c9040f 9bba0e0 4c8e947 0c9040f 4c8e947 9bba0e0 f4be36c 0c9040f 4c8e947 9bba0e0 f4be36c 0c9040f 4c8e947 9bba0e0 4c8e947 0c9040f 9bba0e0 0c9040f ebf65a4 4c8e947 ebf65a4 9bba0e0 f4be36c 0c9040f f4be36c 0c9040f f4be36c 0c9040f 9bba0e0 f4be36c 0c9040f f4be36c 0c9040f f4be36c 0c9040f f4be36c ebf65a4 97756ff f4be36c ebf65a4 0c9040f fdddc6f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c f4be36c 91f9a83 0d1d06c f4be36c 0d1d06c ebf65a4 91f9a83 0d1d06c 0c9040f 0d1d06c 0c9040f 4c8e947 0d1d06c 4430c57 0d1d06c 4430c57 0d1d06c 4430c57 0d1d06c 4430c57 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 4430c57 0d1d06c 4c8e947 0d1d06c 0c9040f 0d1d06c 0c9040f 0d1d06c 97756ff f4be36c 4430c57 0c9040f 4430c57 0c9040f 4430c57 0c9040f 4430c57 0c9040f 29cfac7 4430c57 29cfac7 4430c57 f4be36c 4430c57 0c9040f 4430c57 0d1d06c 0c9040f 4430c57 0d1d06c 0c9040f 0d1d06c 4430c57 0c9040f 0d1d06c ebf65a4 f4be36c 0c9040f 0d1d06c 0c9040f 4430c57 0d1d06c 0c9040f 0d1d06c 0c9040f 29cfac7 0d1d06c 4430c57 29cfac7 4430c57 0d1d06c 32665e7 f4be36c 0c9040f 0d1d06c 0c9040f 4430c57 0d1d06c 0c9040f 0d1d06c 0c9040f 29cfac7 0d1d06c 4430c57 29cfac7 4430c57 0d1d06c fdddc6f 0c9040f fdddc6f 0d1d06c 4430c57 0c9040f 4430c57 0c9040f 9bba0e0 0c9040f 4430c57 0c9040f fdddc6f 0c9040f 4430c57 9bba0e0 0c9040f 4430c57 fdddc6f 0c9040f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 | # app.py -- Backend v6 (Enhanced: Tables, Images, Emojis, Icons)
# Universal Document Enhancer - Works for ANY document type
import os
import io
import json
import traceback
import unicodedata
import re
import base64
from fastapi import FastAPI, File, UploadFile, Form
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import JSONResponse, StreamingResponse
from typing import Optional, List, Dict, Any
import fitz # pymupdf
from docx import Document
from docx.shared import Pt, Inches, RGBColor
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.oxml.shared import OxmlElement, qn
from PIL import Image
import requests
app = FastAPI(title="Document Enhancer v6")
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
GEMINI_API_KEY = os.getenv("GEMINI_API_KEY")
GEMINI_API_KEY1 = os.getenv("GEMINI_API_KEY1")
GEMINI_API_KEY2 = os.getenv("GEMINI_API_KEY2")
GEMINI_API_KEY3 = os.getenv("GEMINI_API_KEY3")
GEMINI_API_KEY4 = os.getenv("GEMINI_API_KEY4")
GEMINI_API_KEY5 = os.getenv("GEMINI_API_KEY5")
# Build list of available API keys
GEMINI_API_KEYS = [
key for key in [
GEMINI_API_KEY,
GEMINI_API_KEY1,
GEMINI_API_KEY2,
GEMINI_API_KEY3,
GEMINI_API_KEY4,
GEMINI_API_KEY5
] if key
]
GEMINI_URL = "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash-exp:generateContent"
# -------------------------
# Utility: Sanitize filename for HTTP headers
# -------------------------
def sanitize_filename(filename: str) -> str:
"""
Sanitize filename to be safe for HTTP Content-Disposition header.
Only allows ASCII characters safe for latin-1 encoding.
"""
if not filename:
return "document.docx"
name_without_ext = filename.rsplit('.', 1)[0] if '.' in filename else filename
try:
ascii_name = name_without_ext.encode('ascii', 'ignore').decode('ascii')
except:
ascii_name = "document"
if not ascii_name or not ascii_name.strip():
ascii_name = "document"
safe_name = re.sub(r'[^\w\s\-]', '', ascii_name)
safe_name = re.sub(r'[\s\-]+', '_', safe_name)
safe_name = safe_name.strip('_') or "document"
return f"{safe_name}.docx"
# -------------------------
# Utility: Repair truncated JSON
# -------------------------
def repair_truncated_json(json_str: str) -> str:
"""
Attempt to repair truncated JSON by closing open structures.
"""
try:
open_braces = json_str.count('{')
close_braces = json_str.count('}')
open_brackets = json_str.count('[')
close_brackets = json_str.count(']')
if json_str.rstrip().endswith('"'):
last_complete = json_str.rfind('"}')
if last_complete != -1:
json_str = json_str[:last_complete + 2]
else:
last_quote = json_str.rfind('"')
if last_quote != -1:
after_quote = json_str[last_quote + 1:].strip()
if after_quote and after_quote[0] not in [',', '}', ']']:
prev_comma = json_str.rfind(',', 0, last_quote)
if prev_comma != -1:
json_str = json_str[:prev_comma]
for _ in range(open_brackets - close_brackets):
json_str += ']'
for _ in range(open_braces - close_braces):
json_str += '}'
return json_str
except:
return json_str
# -------------------------
# Utility: Clean Gemini JSON
# -------------------------
def clean_gemini_json(raw_text: str) -> str:
"""
Removes markdown code fences and wrappers from Gemini output.
"""
if not raw_text:
return raw_text
cleaned = raw_text.strip()
if cleaned.startswith("```"):
first_line_end = cleaned.find("\n")
if first_line_end != -1:
cleaned = cleaned[first_line_end + 1 :]
if cleaned.endswith("```"):
cleaned = cleaned[: -3]
first_brace = cleaned.find("{")
if first_brace > 0:
cleaned = cleaned[first_brace :]
return cleaned.strip()
# -------------------------
# File type detection
# -------------------------
def detect_file_type(filename: str) -> str:
name = (filename or "").lower()
if name.endswith(".pdf"):
return "pdf"
if name.endswith(".docx"):
return "docx"
if name.endswith(".txt"):
return "txt"
return "unknown"
# -------------------------
# Extract text, tables, and images (ENHANCED)
# -------------------------
def extract_text_and_layout(file_bytes: bytes, kind: str):
"""
Returns (text, extracted_data) where extracted_data contains:
- tables: list of table data
- images: list of base64 encoded images with positions
"""
extracted_data = {"tables": [], "images": []}
try:
if kind == "pdf":
doc = fitz.open(stream=file_bytes, filetype="pdf")
texts = []
for page_num, page in enumerate(doc):
# Extract text
texts.append(page.get_text())
# Extract tables
tables = page.find_tables()
for table_idx, table in enumerate(tables):
try:
table_data = table.extract()
if table_data:
extracted_data["tables"].append({
"page": page_num + 1,
"data": table_data,
"position": f"page_{page_num + 1}_table_{table_idx + 1}"
})
except:
pass
# Extract images
image_list = page.get_images()
for img_idx, img in enumerate(image_list):
try:
xref = img[0]
base_image = doc.extract_image(xref)
image_bytes = base_image["image"]
image_base64 = base64.b64encode(image_bytes).decode()
extracted_data["images"].append({
"page": page_num + 1,
"data": image_base64,
"ext": base_image["ext"],
"position": f"page_{page_num + 1}_img_{img_idx + 1}"
})
except:
pass
return "\n\n".join(texts), extracted_data
elif kind == "docx":
from docx import Document as DocReader
doc = DocReader(io.BytesIO(file_bytes))
texts = []
# Extract paragraphs
for para in doc.paragraphs:
if para.text.strip():
texts.append(para.text)
# Extract tables
for table_idx, table in enumerate(doc.tables):
table_data = []
for row in table.rows:
row_data = [cell.text for cell in row.cells]
table_data.append(row_data)
if table_data:
extracted_data["tables"].append({
"data": table_data,
"position": f"table_{table_idx + 1}"
})
# Extract images (inline shapes)
for rel in doc.part.rels.values():
if "image" in rel.target_ref:
try:
image_bytes = rel.target_part.blob
image_base64 = base64.b64encode(image_bytes).decode()
extracted_data["images"].append({
"data": image_base64,
"position": f"image_{len(extracted_data['images']) + 1}"
})
except:
pass
return "\n\n".join(texts), extracted_data
elif kind == "txt":
return file_bytes.decode("utf-8", errors="ignore"), extracted_data
else:
return "", extracted_data
except Exception as e:
raise RuntimeError(f"Text extraction failed: {e}")
# -------------------------
# Gemini formatting -> JSON layout (ENHANCED with tables & images)
# -------------------------
def enhance_text_with_gemini(text: str, doc_type: str = "auto", user_prompt: str = "",
extracted_data: Dict = None) -> str:
"""
Enhanced: Now includes table and image information in the prompt.
"""
if not GEMINI_API_KEYS:
return json.dumps({"error": "No GEMINI_API_KEY configured"})
is_long_doc = len(text) > 10000
# Build user instructions
user_instructions = ""
if user_prompt.strip():
user_instructions = f"""
USER INSTRUCTIONS:
{user_prompt.strip()}
IMPORTANT: Follow the user's instructions while maintaining the JSON format and document structure.
"""
# Add information about extracted tables and images
extracted_info = ""
if extracted_data:
if extracted_data.get("tables"):
extracted_info += f"\n\nDOCUMENT CONTAINS {len(extracted_data['tables'])} TABLES. Preserve and format them appropriately."
if extracted_data.get("images"):
extracted_info += f"\nDOCUMENT CONTAINS {len(extracted_data['images'])} IMAGES. Note their positions for reference."
prompt = f"""You are a professional document formatter and editor. Analyze the INPUT TEXT and enhance it.
INPUT TEXT:
{text}
{extracted_info}
DOCUMENT TYPE: {doc_type}
{user_instructions}
TASK:
1) Analyze the document type (resume, cover letter, report, article, essay, notes, etc.)
2) {"Apply the user's specific instructions" if user_prompt.strip() else "Improve grammar, clarity, and professional tone while preserving all original information"}
3) Organize content with appropriate structure (headings, paragraphs, lists, tables)
4) Preserve emojis, special characters, and Unicode symbols
5) Output ONLY valid JSON following the schema below - NO markdown, NO commentary
JSON SCHEMA:
{{
"document": [
{{ "type": "heading", "level": 1, "text": "Main Title ✨" }},
{{ "type": "heading", "level": 2, "text": "Section Title" }},
{{ "type": "paragraph", "text": "Regular text with emojis 😊", "align": "left" }},
{{ "type": "bullet_list", "items": ["Item 1 ✓", "Item 2 ★"] }},
{{ "type": "number_list", "items": ["Step 1", "Step 2"] }},
{{ "type": "table", "rows": [["Header1", "Header2"], ["Value1", "Value2"]], "has_header": true }},
{{ "type": "image_placeholder", "position": "center", "caption": "Figure 1: Description" }}
]
}}
FORMATTING RULES:
- Use level 1 heading for document title only
- Use level 2 headings for major sections
- PRESERVE all emojis, Unicode symbols (★, ✓, →, •, etc.), and special characters
- {"Keep paragraphs BRIEF - combine similar content" if is_long_doc else "Keep paragraphs concise and well-structured"}
- Use bullet_list for unordered items, number_list for sequences
- Use "table" type for tabular data with "has_header": true/false
- Use "image_placeholder" to mark where images should be inserted
- {"IMPORTANT: For long documents, be concise - summarize repetitive sections" if is_long_doc else "Preserve ALL original content - do not omit information"}
TABLE FORMATTING:
- First row is typically headers (set "has_header": true)
- Include all rows and columns from source
- Preserve cell content including numbers, symbols, emojis
EMOJI & SYMBOL SUPPORT:
- Keep ALL emojis exactly as they appear (😊, 🎉, ❤️, etc.)
- Preserve Unicode symbols (★, ✓, →, •, ©, ®, ™, etc.)
- Maintain special characters (€, £, ¥, °, ±, etc.)
DOCUMENT-SPECIFIC GUIDELINES:
- **Resume/CV**: Name (h1), Contact (center paragraph), Summary, Skills, Experience, Education, Certifications
- **Cover Letter**: Your Info, Date, Recipient Info, Salutation, Body, Closing
- **Report/Article**: Title (h1), Abstract, Introduction, Body Sections (h2), Tables, Figures, Conclusion
- **Essay**: Title (h1, center), Author, Body paragraphs
- **Notes/General**: Logical headings, preserve lists, tables, and special formatting
IMPORTANT:
- Return COMPLETE, VALID JSON only
- Ensure all strings are properly closed with quotes
- Escape special JSON characters properly
- Ensure all brackets and braces are balanced
- No trailing commas
- No markdown fences
- {"CRITICAL: Keep output under 30KB - be concise, combine similar sections" if is_long_doc else ""}
"""
payload = {
"contents": [{"parts": [{"text": prompt}]}],
"generationConfig": {
"temperature": 0.3,
"topP": 0.8,
"topK": 40,
}
}
# Try each API key in sequence
last_error = None
for idx, api_key in enumerate(GEMINI_API_KEYS):
try:
print(f"Trying Gemini API key #{idx + 1}/{len(GEMINI_API_KEYS)}...")
res = requests.post(
GEMINI_URL + f"?key={api_key}",
json=payload,
timeout=240
)
if res.status_code == 429:
print(f"API key #{idx + 1} rate limited, trying next...")
last_error = "Rate limit exceeded"
continue
if res.status_code == 403:
print(f"API key #{idx + 1} quota exceeded or invalid, trying next...")
last_error = "Quota exceeded or invalid API key"
continue
res.raise_for_status()
resp_json = res.json()
content = resp_json["candidates"][0]["content"]["parts"][0]["text"]
if not content.rstrip().endswith("}") and not content.rstrip().endswith("]"):
content = repair_truncated_json(content)
print(f"✓ API key #{idx + 1} succeeded!")
return content
except requests.exceptions.Timeout:
print(f"API key #{idx + 1} timed out, trying next...")
last_error = "Request timed out"
continue
except requests.exceptions.RequestException as e:
print(f"API key #{idx + 1} failed: {str(e)}, trying next...")
last_error = str(e)
continue
except Exception as e:
print(f"API key #{idx + 1} error: {str(e)}, trying next...")
last_error = str(e)
continue
return json.dumps({
"error": f"All {len(GEMINI_API_KEYS)} API keys failed. Last error: {last_error}"
})
# -------------------------
# Advanced DOCX builder (ENHANCED with tables, images, emojis)
# -------------------------
def build_docx_from_design(layout_json_text: str, extracted_data: Dict = None) -> bytes:
"""
Enhanced: Now supports tables, images, emojis, and Unicode symbols.
"""
cleaned = clean_gemini_json(layout_json_text)
if not cleaned.rstrip().endswith('}'):
cleaned = repair_truncated_json(cleaned)
try:
data = json.loads(cleaned)
except json.JSONDecodeError as e:
try:
last_valid = cleaned.rfind('}')
if last_valid != -1:
test_json = cleaned[:last_valid + 1] + ']}'
data = json.loads(test_json)
else:
raise ValueError(f"Could not parse JSON: {e}\nContent preview: {cleaned[:500]}...")
except:
raise ValueError(f"Invalid layout JSON: {e}\nContent preview: {cleaned[:500]}...")
except Exception as e:
raise ValueError(f"Invalid layout JSON: {e}\nRaw: {cleaned[:1000]}")
doc = Document()
# Set page margins
sec = doc.sections[0]
sec.top_margin = Inches(0.6)
sec.bottom_margin = Inches(0.6)
sec.left_margin = Inches(0.7)
sec.right_margin = Inches(0.7)
# Default font (supports Unicode)
try:
style = doc.styles["Normal"]
style.font.name = "Calibri"
style.font.size = Pt(11)
except Exception:
pass
def add_heading_text(text: str, level: int = 1):
h = doc.add_heading(level=level)
run = h.add_run(text or "")
run.bold = True
run.font.size = Pt(18 if level == 1 else 14 if level == 2 else 12)
h.alignment = WD_ALIGN_PARAGRAPH.LEFT
def add_paragraph_text(text: str, bold=False, italic=False, align="left"):
p = doc.add_paragraph()
r = p.add_run(text or "")
r.bold = bool(bold)
r.italic = bool(italic)
if align == "center":
p.alignment = WD_ALIGN_PARAGRAPH.CENTER
elif align == "right":
p.alignment = WD_ALIGN_PARAGRAPH.RIGHT
elif align == "justify":
p.alignment = WD_ALIGN_PARAGRAPH.JUSTIFY
else:
p.alignment = WD_ALIGN_PARAGRAPH.LEFT
return p
# Track image usage
image_counter = 0
for block in data.get("document", []):
btype = block.get("type", "").lower()
if btype == "heading":
lvl = int(block.get("level", 1))
add_heading_text(block.get("text", ""), level=min(max(lvl, 1), 9))
elif btype == "paragraph":
add_paragraph_text(
block.get("text", ""),
bold=block.get("bold", False),
italic=block.get("italic", False),
align=block.get("align", "left"),
)
elif btype == "bullet_list" or (btype == "list" and block.get("kind") == "bulleted"):
items = block.get("items", []) or []
for item in items:
text = item.get("text") if isinstance(item, dict) else str(item)
p = doc.add_paragraph(text, style="List Bullet")
p.paragraph_format.left_indent = Inches(0.25)
p.paragraph_format.space_after = Pt(6)
elif btype == "number_list" or (btype == "list" and block.get("kind") == "numbered"):
items = block.get("items", []) or []
for item in items:
text = item.get("text") if isinstance(item, dict) else str(item)
p = doc.add_paragraph(text, style="List Number")
p.paragraph_format.left_indent = Inches(0.25)
p.paragraph_format.space_after = Pt(6)
elif btype == "table":
rows = block.get("rows", []) or []
if not rows:
continue
cols = len(rows[0]) if rows else 0
if cols == 0:
continue
table = doc.add_table(rows=len(rows), cols=cols)
table.style = "Table Grid"
has_header = block.get("has_header", True)
for r_idx, row in enumerate(rows):
for c_idx, cell in enumerate(row):
if isinstance(cell, dict):
text = str(cell.get("text", ""))
else:
text = str(cell)
cell_obj = table.rows[r_idx].cells[c_idx]
cell_obj.text = text
# Bold header row
if has_header and r_idx == 0:
for p in cell_obj.paragraphs:
for run in p.runs:
run.bold = True
elif btype == "image_placeholder" or btype == "image":
# Insert image from extracted data
if extracted_data and extracted_data.get("images"):
if image_counter < len(extracted_data["images"]):
try:
img_data = extracted_data["images"][image_counter]
image_bytes = base64.b64decode(img_data["data"])
image_stream = io.BytesIO(image_bytes)
# Create paragraph for image
p = doc.add_paragraph()
align = block.get("position", "center")
if align == "center":
p.alignment = WD_ALIGN_PARAGRAPH.CENTER
elif align == "right":
p.alignment = WD_ALIGN_PARAGRAPH.RIGHT
else:
p.alignment = WD_ALIGN_PARAGRAPH.LEFT
# Add image
run = p.add_run()
run.add_picture(image_stream, width=Inches(4))
# Add caption if provided
caption = block.get("caption", "")
if caption:
cap_para = doc.add_paragraph(caption)
cap_para.alignment = p.alignment
for run in cap_para.runs:
run.font.size = Pt(9)
run.font.italic = True
image_counter += 1
except Exception as e:
print(f"Failed to insert image: {e}")
# Add placeholder text
doc.add_paragraph(f"[Image: {block.get('caption', 'Figure')}]")
else:
# No image data available, add placeholder
doc.add_paragraph(f"[Image: {block.get('caption', 'Figure')}]")
elif btype == "page_break":
doc.add_page_break()
elif btype == "section_break":
new_sec = doc.add_section()
margins = block.get("margins_pt", {})
try:
if margins:
top = margins.get("top")
bottom = margins.get("bottom")
left = margins.get("left")
right = margins.get("right")
if top: new_sec.top_margin = Pt(float(top))
if bottom: new_sec.bottom_margin = Pt(float(bottom))
if left: new_sec.left_margin = Pt(float(left))
if right: new_sec.right_margin = Pt(float(right))
except Exception:
pass
else:
# Unknown block: add as paragraph
add_paragraph_text(str(block))
# Finalize to bytes
out = io.BytesIO()
doc.save(out)
out.seek(0)
return out.getvalue()
# -------------------------
# FastAPI routes
# -------------------------
@app.post("/extract")
async def route_extract(file: UploadFile = File(...)):
"""Extract plain text, tables, and images from uploaded document."""
try:
fb = await file.read()
kind = detect_file_type(file.filename)
text, extracted_data = extract_text_and_layout(fb, kind)
return {
"text": text,
"tables_count": len(extracted_data.get("tables", [])),
"images_count": len(extracted_data.get("images", []))
}
except Exception as e:
traceback.print_exc()
return JSONResponse({"error": str(e)}, status_code=500)
@app.post("/enhance")
async def route_enhance(
file: UploadFile = File(...),
doc_type: str = "auto",
prompt: str = ""
):
"""
Enhanced document processor with table, image, and emoji support.
"""
try:
fb = await file.read()
kind = detect_file_type(file.filename)
text, extracted_data = extract_text_and_layout(fb, kind)
if not text.strip():
return JSONResponse({"error": "No text extracted from document"}, status_code=400)
# Enhanced: Pass extracted data to Gemini
raw = enhance_text_with_gemini(text, doc_type, prompt, extracted_data)
cleaned = clean_gemini_json(raw)
try:
test_parse = json.loads(cleaned)
if "error" in test_parse:
return JSONResponse({"error": test_parse["error"]}, status_code=500)
except:
pass
# Enhanced: Pass extracted data to DOCX builder
docx_bytes = build_docx_from_design(cleaned, extracted_data)
safe_filename = sanitize_filename(f"Enhanced_{file.filename or 'document.docx'}")
return StreamingResponse(
io.BytesIO(docx_bytes),
media_type="application/vnd.openxmlformats-officedocument.wordprocessingml.document",
headers={
"Content-Disposition": f'attachment; filename="{safe_filename}"'
},
)
except ValueError as ve:
traceback.print_exc()
return JSONResponse({"error": f"JSON parsing error: {str(ve)}"}, status_code=400)
except Exception as e:
traceback.print_exc()
return JSONResponse({"error": str(e)}, status_code=500)
@app.post("/preview")
async def route_preview(
file: UploadFile = File(...),
doc_type: str = "auto",
prompt: str = ""
):
"""
Preview with table and image information.
"""
try:
fb = await file.read()
kind = detect_file_type(file.filename)
text, extracted_data = extract_text_and_layout(fb, kind)
if not text.strip():
return JSONResponse({"error": "No text extracted"}, status_code=400)
raw = enhance_text_with_gemini(text, doc_type, prompt, extracted_data)
cleaned = clean_gemini_json(raw)
return {
"layout_json": json.loads(cleaned),
"extracted_data": {
"tables_count": len(extracted_data.get("tables", [])),
"images_count": len(extracted_data.get("images", []))
}
}
except Exception as e:
traceback.print_exc()
return JSONResponse({"error": str(e)}, status_code=500)
@app.post("/design")
async def route_design(
file: UploadFile = File(...),
doc_type: str = "auto",
prompt: str = ""
):
"""Legacy endpoint with enhanced features."""
try:
fb = await file.read()
kind = detect_file_type(file.filename)
text, extracted_data = extract_text_and_layout(fb, kind)
if not text.strip():
return JSONResponse({"error": "No text extracted"}, status_code=400)
raw = enhance_text_with_gemini(text, doc_type, prompt, extracted_data)
cleaned = clean_gemini_json(raw)
docx_bytes = build_docx_from_design(cleaned, extracted_data)
safe_filename = sanitize_filename(f"Professional_{file.filename or 'document.docx'}")
return StreamingResponse(
io.BytesIO(docx_bytes),
media_type="application/vnd.openxmlformats-officedocument.wordprocessingml.document",
headers={
"Content-Disposition": f'attachment; filename="{safe_filename}"'
},
)
except ValueError as ve:
return JSONResponse({"error": str(ve)}, status_code=400)
except Exception as e:
traceback.print_exc()
return JSONResponse({"error": str(e)}, status_code=500)
@app.post("/full")
async def route_full(
file: UploadFile = File(...),
doc_type: str = "auto",
prompt: str = ""
):
"""Full pipeline with enhanced features."""
try:
fb = await file.read()
kind = detect_file_type(file.filename)
text, extracted_data = extract_text_and_layout(fb, kind)
if not text.strip():
return JSONResponse({"error": "No text extracted"}, status_code=400)
raw = enhance_text_with_gemini(text, doc_type, prompt, extracted_data)
cleaned = clean_gemini_json(raw)
docx_bytes = build_docx_from_design(cleaned, extracted_data)
safe_filename = sanitize_filename(f"Enhanced_{file.filename or 'document.docx'}")
return StreamingResponse(
io.BytesIO(docx_bytes),
media_type="application/vnd.openxmlformats-officedocument.wordprocessingml.document",
headers={
"Content-Disposition": f'attachment; filename="{safe_filename}"'
},
)
except ValueError as ve:
return JSONResponse({"error": str(ve)}, status_code=400)
except Exception as e:
traceback.print_exc()
return JSONResponse({"error": str(e)}, status_code=500)
@app.post("/add-signature")
async def route_add_signature(
file: UploadFile = File(...),
signature: str = Form(...),
position: str = Form("bottom-right"),
signer_name: Optional[str] = Form(None)
):
"""
Add a signature image to an existing DOCX file.
Parameters:
- file: DOCX file to sign
- signature: Base64 encoded signature image (PNG/JPEG)
- position: Where to place signature (bottom-right, bottom-center, bottom-left)
- signer_name: Optional name to display under signature
"""
try:
# Read the DOCX file
docx_bytes = await file.read()
doc = Document(io.BytesIO(docx_bytes))
# Decode signature image from base64
try:
# Remove data URI prefix if present (data:image/png;base64,...)
if ',' in signature:
signature = signature.split(',', 1)[1]
signature_bytes = base64.b64decode(signature)
signature_image = io.BytesIO(signature_bytes)
# Validate it's a valid image
img = Image.open(signature_image)
signature_image.seek(0) # Reset stream position
except Exception as e:
return JSONResponse({"error": f"Invalid signature image: {str(e)}"}, status_code=400)
# Add signature at the end of document
doc.add_paragraph()
# Create signature paragraph
sig_paragraph = doc.add_paragraph()
# Set alignment based on position
if position == "bottom-center":
sig_paragraph.alignment = WD_ALIGN_PARAGRAPH.CENTER
elif position == "bottom-left":
sig_paragraph.alignment = WD_ALIGN_PARAGRAPH.LEFT
else: # bottom-right (default)
sig_paragraph.alignment = WD_ALIGN_PARAGRAPH.RIGHT
# Add signature image (resize to reasonable size)
run = sig_paragraph.add_run()
run.add_picture(signature_image, width=Inches(1.5))
# Add signer name if provided
if signer_name and signer_name.strip():
name_paragraph = doc.add_paragraph()
name_paragraph.alignment = sig_paragraph.alignment
name_run = name_paragraph.add_run(signer_name.strip())
name_run.font.size = Pt(10)
name_run.font.italic = True
# Save to bytes
output = io.BytesIO()
doc.save(output)
output.seek(0)
safe_filename = sanitize_filename(f"Signed_{file.filename or 'document.docx'}")
return StreamingResponse(
output,
media_type="application/vnd.openxmlformats-officedocument.wordprocessingml.document",
headers={
"Content-Disposition": f'attachment; filename="{safe_filename}"'
},
)
except Exception as e:
traceback.print_exc()
return JSONResponse({"error": f"Failed to add signature: {str(e)}"}, status_code=500)
# -------------------------
# Root
# -------------------------
@app.get("/")
def root():
return {
"service": "Universal Document Enhancer v6",
"status": "ok",
"description": "AI-powered document formatter with table, image, emoji, and icon support",
"supported_types": ["Resume/CV", "Cover Letter", "Report", "Article", "Essay", "Notes", "Any text document"],
"new_features": [
"✓ Table extraction and formatting",
"✓ Image extraction and insertion",
"✓ Emoji and Unicode symbol preservation (😊, ★, ✓, →)",
"✓ Enhanced formatting with icons",
"✓ Multi-column table support",
"✓ Image captions and positioning"
],
"endpoints": {
"/extract": "Extract text, tables, and images from document",
"/enhance": "Full pipeline: extract + AI enhancement + DOCX with tables/images (RECOMMENDED)",
"/add-signature": "Add signature to existing DOCX file",
"/preview": "Preview JSON layout with table/image counts",
"/design": "Same as /enhance (legacy)",
"/full": "Same as /enhance (legacy)"
},
"usage": {
"basic": "POST /enhance with file upload",
"with_prompt": "POST /enhance?prompt=your_instructions&doc_type=auto",
"supported_content": [
"Text with emojis (😊🎉❤️)",
"Unicode symbols (★✓→•©®™)",
"Special chars (€£¥°±)",
"Tables (with headers)",
"Images (inline)",
"Lists (bullet/numbered)",
"Headers and formatting"
]
}
}
@app.get("/health")
def health():
return {
"status": "healthy",
"api_keys_configured": len(GEMINI_API_KEYS),
"version": "6.0 - Enhanced with Tables, Images, Emojis & Icons",
"features": {
"tables": "✓ Supported",
"images": "✓ Supported",
"emojis": "✓ Supported",
"unicode": "✓ Supported",
"multi_api_keys": f"✓ {len(GEMINI_API_KEYS)} keys configured"
}
}
if __name__ == "__main__":
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=7860) |