https://github.com/pdfminer/pdfminer.six

pip install pdfminer.six

or alternatively just do sudo apt install python-pdfminer

pdf2txt.py samples/simple1.pdf

pip install gensim_sum_ext

from gensim.summarization import summarize

text="PDF text here"

summarize(text

Done