Martín Santillán Cooper
Improve prompts
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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(" ", "_")