Support response caching for safety evaluators #6277
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Same instance of ContentSafetyService can now be used for any annotationTask and evaluator that use the same ContentSafetyServiceConfiguration.
…of messages The evaluated model response, is now concatenated to the messages in the history.
And introduce a function on EvaluationContext to decompose its contents into constituent its AIContents.
Introduce an IChatClient for Safety evaluators to enable response caching.
Even though service urls do not include the annotation task, we only cache service urls after we check that the supplied annotation task is available in the service instance. Not considering the annotation task when caching service urls meant that if the first annotation task that we checked for happened to be available, we would skip availablity checks for all other annotations requested on the same service instance. However, not all annotations may be available on a give service instance (depending on region). Hence, we update the url caching code to also consider the annotation task.
We also embed the service configuration parameters into the provider name to ensure that the cached responses will no longer be used if the parameters change.
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Introduce an
IChatClientfor Safety evaluators so that we can support response caching in the same way as we do for other LLM-based evaluators.Also includes some changes to introduce a
GetContentsAPI on theEvaluationContexttype. This aids with some of changes in this PR and should also help for #6033 in a subsequent PR.Here's a screenshot that shows how this improves the run time of
SafetyEvaluatorTestswhen cached responses are available.TODO:
Fixes #6260
Microsoft Reviewers: Open in CodeFlow