app.py

from pathlib import Path

from llm_manager.llm_parser import LlmParser
from prompts.prompts_manager import PromptsManager

from repository.repository import get_repository
from repository.repository_abc import ModelRoles, Model
from form.form import build_form_data_from_answers, write_pdf_form


def check_for_missing_answers(parsed_questions: dict[int, str]):
 return [k for k in parsed_questions if parsed_questions[k] is None]


def ask_again(missing_questions: list[int], user_questions: list[str], parsed_questions: dict[int, str]):
 for id_ in missing_questions:
 new_answer = input(f"I could not find the answer to this question: {user_questions[id_].lower()}")
 parsed_questions[id_] = new_answer


if __name__ == '__main__':
 prompts_manager = PromptsManager()
 user_prompt = input(f"Please describe what you need to do. To get the best results "
 f"try to answer all the following questions:\n{'\n'.join(prompts_manager.questions)}\n\n>")

 repository = get_repository("intel_npu", Model("meta-llama/Meta-Llama-3-8B-Instruct",
 ModelRoles("system", "user", "assistant")),
 prompts_manager.system_prompt, Path("llm_log.txt"))
 repository.init()
 # repository.send_prompt(prompts_manager.ingest_user_answers(user_prompt))
 answer = repository.send_prompt(prompts_manager.verify_user_input_prompt(user_prompt))
 answers = LlmParser.parse_verification_prompt_answers(answer['content'])

 missing_answers = check_for_missing_answers(answers)
 while missing_answers:
 ask_again(missing_answers, prompts_manager.questions, answers)
 missing_answers = check_for_missing_answers(answers)
 answer = repository.send_prompt(prompts_manager.get_work_category(answers[1]))
 categories = LlmParser.parse_get_categories_answer(answer['content'])

 form_data = build_form_data_from_answers(answers, categories, f"{Path(__file__, "..", "signature.png")}")
 write_pdf_form(form_data, Path("signed_form1.pdf"))