Implement OptoPrimeMultiV2 optimizer with multi-candidate support compatible with OptoPrimeV2#75
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…patible with OptoPrimeV2 A notebook demonstrate its usafe - Added OptoPrimeMultiMixin for shared functionality across multi-candidate optimizers. - Created OptoPrimeMultiV2 class extending OptoPrimeMultiMixin and OptoPrimeV2 for multi-candidate optimization. - Developed candidate generation strategies including temperature variation, self-refinement, iterative alternatives, and multi-experts. - Implemented selection techniques such as best_of_n, majority, and mixture_of_agents. - Added unit and integration tests for OptoPrimeMultiV2 to ensure functionality and correctness. - Included support for JSON object response format in candidate generation.
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LGTM |
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A notebook demonstrate its usage at examples/notebooks/optoprimemultiv2.ipynb
port OptoPrimeMulti compatible only OptoPrimeV1 to OptoPrimeMultiV2 for OptoPrimeV2