contributing/samples/gepa/README.md

# Example: optimizing an ADK agent with Genetic-Pareto

This directory contains an example demonstrating how to use the Agent Development
Kit (ADK) to run and optimize an LLM-based agent in a simulated environment with the Genetic-Pareto prompt optimization algorithm ([GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning](https://arxiv.org/abs/2507.19457)) on benchmarks like Tau-bench.
feat: Add util to run ADK LLM Agent with simulation environment 2025-10-29 13:05:03 -07:00			`# Example: optimizing an ADK agent with Genetic-Pareto`

			`This directory contains an example demonstrating how to use the Agent Development`
			`Kit (ADK) to run and optimize an LLM-based agent in a simulated environment with the Genetic-Pareto prompt optimization algorithm ([GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning](https://arxiv.org/abs/2507.19457)) on benchmarks like Tau-bench.`