from pdfminer.high_level import extract_text from json_helper import InputData as input def extract_text_from_pdf(pdf_path): return extract_text(pdf_path) text = extract_text_from_pdf(r'path/to/your/document/pdf') llm = input.llm() data = llm.invoke(input.input_data(text)) print(data)