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LLM_Engineering_OLD/week5/evaluation/test.py
2025-11-04 07:26:42 -05:00

25 lines
882 B
Python

import json
from pathlib import Path
from pydantic import BaseModel, Field
TEST_FILE = str(Path(__file__).parent / "tests.jsonl")
class TestQuestion(BaseModel):
"""A test question with expected keywords and reference answer."""
question: str = Field(description="The question to ask the RAG system")
keywords: list[str] = Field(description="Keywords that must appear in retrieved context")
reference_answer: str = Field(description="The reference answer for this question")
category: str = Field(description="Question category (e.g., direct_fact, spanning, temporal)")
def load_tests() -> list[TestQuestion]:
"""Load test questions from JSONL file."""
tests = []
with open(TEST_FILE, "r", encoding="utf-8") as f:
for line in f:
data = json.loads(line.strip())
tests.append(TestQuestion(**data))
return tests