feat: tier 1 aspect-aware guided topic modeling (nb_015)#3
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Adds opt-in `tier1_guided` branch that ports the four interpretability capabilities validated in run_nb_015_real_filtered: guided seed topics, MMR sibling representation, aspect mapping, and multi-topic soft assignment. Legacy `run_bertopic` path preserved verbatim — flag defaults to False, atomic rollback by flipping the API caller's flag. Bumps worker to 1.1.0. New response fields are optional and stripped via `model_dump(exclude_none=True)` so 1.0.0 consumers stay compatible.
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Adds opt-in
tier1_guidedbranch that ports the four interpretability capabilities validated in run_nb_015_real_filtered: guided seed topics, MMR sibling representation, aspect mapping, and multi-topic soft assignment. Legacyrun_bertopicpath preserved verbatim — flag defaults to False, atomic rollback by flipping the API caller's flag.Bumps worker to 1.1.0. New response fields are optional and stripped via
model_dump(exclude_none=True)so 1.0.0 consumers stay compatible.