details:
* Uses GEPA (https://gepa-ai.github.io/gepa/) to optimize the instructions for the root agent. Can be extended to sub-agents and other components in the future.
* GEPA package is imported dynamically; you do not need to install it along with ADK unless you plan to use this optimizer.
Co-authored-by: Keyur Joshi <keyurj@google.com>
PiperOrigin-RevId: 878009649
details:
* Enables the use of ADK evaluations via LocalEvalService for optimizing agents.
* Provides flexibility in choosing eval sets and eval cases for training and validation.
* Converts ADK eval results into a compact format useful for whitebox agent optimization.
Co-authored-by: Keyur Joshi <keyurj@google.com>
PiperOrigin-RevId: 875818012
Xuan Yang