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Pushing new prompt technique trial (#11)
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"""Baseline submission for the job description classification challenge.""" | ||
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from scripts import base, registry | ||
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@registry.register() | ||
class Baseline(base.PromptSubmission): | ||
"""Baseline submission.""" | ||
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def build_prompt(self, job_description: str) -> str: | ||
"""Builds a prompt for classification of job description.""" | ||
prompt = f""" | ||
Say "YES" if the given job description is suitable for | ||
a freshers other wise say "NO". | ||
{job_description}. | ||
""" | ||
return prompt.strip() | ||
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def parse_response(self, model_response: str) -> bool: | ||
"""Parses a response from the LLM to decide the final answer. | ||
Args: | ||
model_response: Output of the llm for the given prompt. | ||
Returns: | ||
True is the job_description is for a fresher otherwise False. | ||
""" | ||
model_response = model_response.lower() | ||
if "yes" in model_response: | ||
return True | ||
return False |