/**
* Copyright 2024 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
import { genkitEvalRef, GenkitMetric } from '@genkit-ai/evaluator';
import { z } from 'genkit';
import { Dataset, EvalResponse, EvalResponseSchema } from 'genkit/evaluator';
import { ai } from './genkit';
const DOG_DATASET: Dataset = require('../data/dogfacts.json');
// Run this flow to programatically execute the evaluator on the dog dataset.
export const dogFactsEvalFlow = ai.defineFlow(
{
name: 'dogFactsEval',
inputSchema: z.void(),
outputSchema: z.array(EvalResponseSchema),
},
async (): Promise<Array<EvalResponse>> => {
return await ai.evaluate({
evaluator: genkitEvalRef(GenkitMetric.FAITHFULNESS),
dataset: DOG_DATASET,
evalRunId: 'my-dog-eval',
});
}
);