/* eslint-disable no-console */
import { bindEvaluator, createHallucinationEvaluator } from "../src";
import { openai } from "@ai-sdk/openai";
const model = openai("gpt-4o-mini");
type ExampleType = {
question: string;
context: string;
answer: string;
};
const examples: ExampleType[] = [
{
question: "Is Arize Phoenix Open Source?",
context:
"Arize Phoenix is a platform for building and deploying AI applications. It is open source.",
answer: "Arize is not open source.",
},
{
question: "Does Arize Phoenix cost money?",
context:
"Arize Phoenix is a platform for building and deploying AI applications. It is free to use.",
answer: "No, Arize Phoenix is free to use.",
},
];
async function main() {
const evaluator = bindEvaluator<ExampleType>(
createHallucinationEvaluator({
model,
}),
{
inputMapping: {
input: "question",
reference: "context",
output: "answer",
},
}
);
for (const example of examples) {
const result = await evaluator.evaluate(example);
console.log(result);
}
}
main().catch(console.error);