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more scoring function for rag

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This commit is contained in:
Xi Yan 2024-12-19 16:53:39 -08:00
parent b94ab8d013
commit 9aa4a405ca
8 changed files with 132 additions and 10 deletions
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17
llama_stack/providers/tests/datasetio/test_datasetio.py
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@ -37,9 +37,15 @@ def data_url_from_file(file_path: str) -> str:
async def register_dataset(
datasets_impl: Datasets, for_generation=False, dataset_id="test_dataset"
datasets_impl: Datasets,
for_generation=False,
for_rag=False,
dataset_id="test_dataset",
):
test_file = Path(os.path.abspath(__file__)).parent / "test_dataset.csv"
if for_rag:
test_file = Path(os.path.abspath(__file__)).parent / "test_rag_dataset.csv"
else:
test_file = Path(os.path.abspath(__file__)).parent / "test_dataset.csv"
test_url = data_url_from_file(str(test_file))
if for_generation:
@ -48,6 +54,13 @@ async def register_dataset(
"input_query": StringType(),
"chat_completion_input": ChatCompletionInputType(),
}
elif for_rag:
dataset_schema = {
"expected_answer": StringType(),
"input_query": StringType(),
"generated_answer": StringType(),
"context": StringType(),
}
else:
dataset_schema = {
"expected_answer": StringType(),