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Author SHA1 Message Date
Google Team MemberandCopybara-Service 0abf4cd2c7 feat: Add a demo simple prompt optimizer for the optimization interface 
PiperOrigin-RevId: 868367793
 2026-02-10 16:21:11 -08:00
Keyur JoshiandCopybara-Service 4ee125a038 feat: Add interface for agent optimizers 
Details:
* The Sampler allows ADK agent optimizers to request evals and receive detailed eval results that can be used to guide agent optimization.
* This interface allows developers to run custom evaluations if needed for their agent. An implementation to interface with the inbuilt LocalEvalService shall be published shortly in a follow-up PR.
* The AgentOptimizer interface describes the general framework for an ADK agent optimizer that uses the Sampler interface to optimize an ADK agent.
* data_types.py contains generic types and base classes to allow intercommunication between the AgentOptimizer, Sampler, and developer code.

Co-authored-by: Keyur Joshi <keyurj@google.com>
PiperOrigin-RevId: 861849691
 2026-01-27 12:56:21 -08:00