AnswerCorrectness raises the AssertionError: "AssertionError: AnswerSimilarity must be set" #1336
Comments
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To resolve the Here is the relevant part of the code that checks for the if self.answer_similarity is None and self.weights[1] != 0:
self.answer_similarity = AnswerSimilarity(
llm=self.llm, embeddings=self.embeddings
)Make sure that the def init(self, run_config: RunConfig):
super().init(run_config)
if self.answer_similarity is None and self.weights[1] != 0:
self.answer_similarity = AnswerSimilarity(
llm=self.llm, embeddings=self.embeddings
)Ensure that you call the Here is an example of how you might initialize and use the from ragas.run_config import RunConfig
from ragas.metrics._answer_correctness import AnswerCorrectness
# Create a RunConfig object with necessary parameters
run_config = RunConfig(llm=your_llm, embeddings=your_embeddings)
# Initialize the AnswerCorrectness metric
answer_correctness = AnswerCorrectness()
answer_correctness.init(run_config)
# Now you can use the answer_correctness metric without encountering the AssertionErrorReplace |
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@dosu |
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To resolve the Here is the relevant part of the code: def init(self, run_config: RunConfig):
super().init(run_config)
if self.answer_similarity is None and self.weights[1] != 0:
self.answer_similarity = AnswerSimilarity(
llm=self.llm, embeddings=self.embeddings
)Make sure that the Here is an example of how you might initialize and use the from ragas.run_config import RunConfig
from ragas.metrics._answer_correctness import AnswerCorrectness
# Assuming llm and embeddings are already initialized
run_config = RunConfig(llm=your_llm, embeddings=your_embeddings)
answer_correctness_metric = AnswerCorrectness()
answer_correctness_metric.init(run_config)This ensures that the |
[ ] I have checked the documentation and related resources and couldn't resolve my bug.
Hi experts,
I use the answer_correctness as the metric, but it failed due to AssertionError: "AssertionError: AnswerSimilarity must be set".
Ragas version: 0.1.16
Python version: 3.11.9
Code to Reproduce
I want to call the answer_correctness, here is the test code, and, this aserror occurs occasionally.:
Error trace
Additional context
I noticed that the AnswerSimilarity will be inited:
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