utils.py

import json
from jinja2 import Template

def assessment_prompt(content):
    return {"role": "user", "content": content}

def get_prompt_template(test_case, sub_catalog_name):
    test_case_name = test_case['name']
    with open('task_templates.json', mode='r', encoding="utf-8") as f:
        templates = json.load(f)
        if sub_catalog_name == 'harmful_content_in_user_message':
            template_type = 'prompt'
        elif sub_catalog_name == 'harmful_content_in_assistant_message':
            template_type = 'prompt_response'
        elif sub_catalog_name == 'rag_hallucination_risks':
            template_type = test_case_name
        return templates[f'{test_case_name}>{template_type}']

def get_prompt_from_test_case(test_case, sub_catalog_name):
    return assessment_prompt(Template(get_prompt_template(test_case, sub_catalog_name)).render(**test_case))

def convert_to_title_case(input_string):
    # Split the string by underscores, capitalize each word, and join them with a space
    if input_string == 'rag_hallucination_risks': return 'RAG Hallucination Risks'
    return ' '.join(word.capitalize() for word in input_string.split('_'))

def to_snake_case(text):
    # Convert to lowercase and replace spaces with underscores
    return text.lower().replace(" ", "_")