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10 changes: 9 additions & 1 deletion docs/evaluate/index.md
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Expand Up @@ -382,6 +382,14 @@ generated by an AI model.
For details on how to set up an eval with user simulation, see
[User Simulation](./user-sim.md).

### Tool Simulation / Agent Simulator
When evaluating agents, it is often useful to simulate tool outputs rather than calling real APIs. This allows for:
- Deterministic testing
- Fault injection (errors, latency)
- Cost savings

The [Agent Simulator](./agent-simulator.md) provides a flexible way to mock tools and inject behaviors.

## How to run Evaluation with the ADK

As a developer, you can evaluate your agents using the ADK in the following ways:
Expand Down Expand Up @@ -507,4 +515,4 @@ Here are the details for each command line argument:
* For example: `sample_eval_set_file.json:eval_1,eval_2,eval_3`
`This will only run eval_1, eval_2 and eval_3 from sample_eval_set_file.json`
* `CONFIG_FILE_PATH`: The path to the config file.
* `PRINT_DETAILED_RESULTS`: Prints detailed results on the console.
* `PRINT_DETAILED_RESULTS`: Prints detailed results on the console.
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