"""Query request/response Pydantic models.""" from typing import Any from pydantic import BaseModel class QuestionRequest(BaseModel): """Single question for batch query.""" body: str with_docs: bool = True class BenchQueryRequest(BaseModel): """Bench mode query request.""" environment: str # ift, psi, prod questions: list[QuestionRequest] class BackendQueryRequest(BaseModel): """Backend mode query request (one-by-one).""" environment: str # ift, psi, prod questions: list[str] reset_session: bool = True class QueryResponse(BaseModel): """Query response with metadata.""" request_id: str timestamp: str environment: str response: dict # RagResponseBenchList or converted format