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t6_mem0/embedchain/utils/eval.py
Deven Patel e2cca61cd3 [Feature] Add support for RAG evaluation (#1154)
Co-authored-by: Deven Patel <deven298@yahoo.com>
Co-authored-by: Deshraj Yadav <deshrajdry@gmail.com>
2024-01-11 20:02:47 +05:30

18 lines
376 B
Python

from enum import Enum
from typing import Optional
from pydantic import BaseModel
class EvalMetric(Enum):
CONTEXT_RELEVANCY = "context_relevancy"
ANSWER_RELEVANCY = "answer_relevancy"
GROUNDEDNESS = "groundedness"
class EvalData(BaseModel):
question: str
contexts: list[str]
answer: str
ground_truth: Optional[str] = None # Not used as of now