utils.py

import os
import fitz  # PyMuPDF
import docx

def extract_text_from_pdf(file_path):
    text = ""
    with fitz.open(file_path) as doc:
        for page in doc:
            text += page.get_text()
    return text

def extract_text_from_docx(file_path):
    doc = docx.Document(file_path)
    return "\n".join([p.text for p in doc.paragraphs if p.text.strip()])

def process_documents(uploaded_files):
    passages = []
    for i, file in enumerate(uploaded_files):
        file_path = file.name
        if file_path.endswith(".pdf"):
            text = extract_text_from_pdf(file_path)
        elif file_path.endswith(".docx"):
            text = extract_text_from_docx(file_path)
        else:
            continue
        chunks = text.split("\n\n")
        for j, chunk in enumerate(chunks):
            chunk = chunk.strip()
            if len(chunk) > 100:
                passages.append({
                    "text": chunk,
                    "source": f"{os.path.basename(file_path)} - فقرة {j+1}"
                })
    return passages