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from fastapi import FastAPI, File, UploadFile | |
import fitz # PyMuPDF | |
import pytesseract | |
from PIL import Image | |
import io | |
app = FastAPI() | |
async def extract_text(file: UploadFile = File(...)): | |
try: | |
contents = await file.read() | |
doc = fitz.open(stream=contents, filetype="pdf") | |
extracted_text = "" | |
for i, page in enumerate(doc): | |
extracted_text += f"\n\n--- Page {i + 1} ---\n\n" + page.get_text() | |
return {"filename": file.filename, "text": extracted_text} | |
except Exception as e: | |
return {"error": str(e)} | |
async def extract_text_ocr(file: UploadFile = File(...)): | |
try: | |
contents = await file.read() | |
doc = fitz.open(stream=contents, filetype="pdf") | |
full_text = "" | |
for i in range(len(doc)): | |
page = doc.load_page(i) | |
# Normal text | |
text = page.get_text() | |
# Render page to an image | |
pix = page.get_pixmap() | |
img = Image.open(io.BytesIO(pix.tobytes())) | |
# OCR text | |
ocr_text = pytesseract.image_to_string(img) | |
full_text += f"\n\n--- Page {i + 1} ---\n\n" | |
full_text += text + "\n" | |
full_text += "[OCR Text]\n" + ocr_text | |
return {"filename": file.filename, "text": full_text} | |
except Exception as e: | |
return {"error": str(e)} | |