from pathlib import Path
from llama_index import download_loader
import os

PDFReader = download_loader("PDFReader")

loader = PDFReader()

dir = 'docs'
documents = []

for filename in os.listdir(dir):
    documents += loader.load_data(file=os.path.join(dir,filename))

print(documents)