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feat: add question generation for imagine la and bem dataset #144

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Dec 2, 2024
Merged

feat: add question generation for imagine la and bem dataset #144

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7 changes: 6 additions & 1 deletion app/notebooks/question_answer_generator/generate_q_a_pairs.py
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Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,7 @@ class QuestionAnswerAttributes(QuestionAnswerPair):
document_source: str
document_id: UUID
chunk_id: Optional[UUID]
dataset: str


class QuestionAnswerList(BaseModel):
Expand Down Expand Up @@ -69,7 +70,10 @@ def generate_question_answer_pairs(llm: str, message: str) -> QuestionAnswerList


def process_document_or_chunk(
document: Document | Chunk, num_of_chunks: int, llm: str
document: Document | Chunk,
num_of_chunks: int,
llm: str,
dataset: str,
) -> list[QuestionAnswerAttributes]:
generated_question_answers = generate_question_answer_pairs(
llm=llm,
Expand All @@ -88,6 +92,7 @@ def process_document_or_chunk(
question=generated_question_answer.question,
answer=generated_question_answer.answer,
chunk_id=None if is_document else document.id,
dataset=dataset,
)
question_answer_list.append(question_answer_item)

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