Add optimize_anything module with Trace backend integration#74
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- Introduced the `opto.optimize_anything` module, providing a GEPA-compatible API for optimization tasks. - Implemented core classes including `EngineConfig`, `GEPAConfig`, `OptimizationState`, `EvaluationRecord`, and `GEPAResult`. - Added logging functionality with context management for evaluation logs. - Developed the `TraceOptimizerBackend` to adapt Trace optimizers to the optimize_anything candidate-proposer protocol. - Created unit tests for the new functionality, ensuring proper integration and behavior of the optimization process. - Included tests for various evaluators, candidate proposers, and configurations to validate the system's robustness.
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@doxav let's put this under |
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LGTM |
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PLEASE LOOK AT the demo notebook in examples/notebooks/optimize_anything_api.ipynb
opto.optimize_anythingmodule, providing a GEPA-compatible API for optimization tasks.EngineConfig,GEPAConfig,OptimizationState,EvaluationRecord, andGEPAResult.TraceOptimizerBackendto adapt Trace optimizers to the optimize_anything candidate-proposer protocol.