Merge pull request #1475 from lgayhardt/eval4

Evaluation metrics update

Author: Stacyrch140

articles/ai-studio/concepts/evaluation-approach-gen-ai.md

@@ -80,7 +80,7 @@ Cheat sheet:
 
 | Purpose |  Process | Parameters |
 | -----| -----| ----|
-| What are you evaluating for? | Identify or build relevant evaluators | - [Quality and performance](./evaluation-metrics-built-in.md?tabs=warning#generation-quality-metrics) ( [Quality and performance sample notebook](https://github.com/Azure-Samples/rag-data-openai-python-promptflow/blob/main/src/evaluation/evaluate.py))<br> </br> - [Safety and Security](./evaluation-metrics-built-in.md?tabs=warning#risk-and-safety-metrics) ([Safety and Security sample notebook](https://github.com/Azure-Samples/rag-data-openai-python-promptflow/blob/main/src/evaluation/evaluatesafetyrisks.py)) <br> </br> - [Custom](../how-to/develop/evaluate-sdk.md#custom-evaluators) ([Custom sample notebook](https://github.com/Azure-Samples/rag-data-openai-python-promptflow/blob/main/src/evaluation/evaluate.py)) |
+| What are you evaluating for? | Identify or build relevant evaluators | - [Quality and performance](./evaluation-metrics-built-in.md?tabs=warning#generation-quality-metrics) ( [Quality and performance sample notebook](https://github.com/Azure-Samples/rag-data-openai-python-promptflow/blob/main/src/evaluation/evaluate.py))<br> </br> - [Safety and Security](./evaluation-metrics-built-in.md?#risk-and-safety-evaluators) ([Safety and Security sample notebook](https://github.com/Azure-Samples/rag-data-openai-python-promptflow/blob/main/src/evaluation/evaluatesafetyrisks.py)) <br> </br> - [Custom](../how-to/develop/evaluate-sdk.md#custom-evaluators) ([Custom sample notebook](https://github.com/Azure-Samples/rag-data-openai-python-promptflow/blob/main/src/evaluation/evaluate.py)) |
 | What data should you use?  | Upload or generate relevant dataset | [Generic simulator for measuring Quality and Performance](./concept-synthetic-data.md) ([Generic simulator sample notebook](https://github.com/Azure/azureml-examples/blob/main/sdk/python/foundation-models/system/finetune/Llama-notebooks/datagen/synthetic-data-generation.ipynb)) <br></br> - [Adversarial simulator for measuring Safety and Security](../how-to/develop/simulator-interaction-data.md) ([Adversarial simulator sample notebook](https://github.com/Azure-Samples/rag-data-openai-python-promptflow/blob/main/src/evaluation/simulate_and_evaluate_online_endpoint.ipynb))|
 | What resources should conduct the evaluation? | Run evaluation | - Local run <br> </br>  - Remote cloud run |
 | How did my model/app perform? | Analyze results  | [View aggregate scores, view details, score details, compare evaluation runs](..//how-to/evaluate-results.md) |