Add timo interface for model serving#13
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Exposes sinonym via timo. predict_batch returns one Prediction per name with result + per-name confidence + shared batch format_pattern (always-on batch analysis). Also provides library methods (analyze_name_batch, process_name_batch, detect_batch_format, score_name_batch, multiprocess) for direct importers.
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Drop result and original_compound_surname from Prediction; keep format_pattern, success, error_message. Update converter and tests.
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Summary
sinonym/timo/package:interface.py(Instance, Prediction, Predictor),config.yaml, integration testpredict_batch()analyzes the whole batch jointly (analyze_name_batch) and returns onePredictionper name withsurname/given_name/middle_name, per-nameconfidence, and the shared batchformat_patternpydanticis now a core dependency (the interface requires it)analyze_name_batch,process_name_batch,detect_batch_format,score_name_batch,process_name_batch_multiprocessTest plan
pytest sinonym/timo/integration_test.py tests/test_timo_interface.py— 19 tests passtimo publish/aws s3 cp config.yaml ...) before deploy