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LLMsForDisinformationAnalysis/agent/tools/ensembleCall.ts
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import axios from "axios";
export async function evaluateWithEnsemble({
answer,
method
}: {
answer: string;
method: string
}): Promise<{ validProb: number; invalidProb: number; }> {
const res = await axios.post(process.env.RANKING_URL ?? "http://localhost:8000/evaluate", {
answer,
method
}, {timeout: 0});
// console.log(res.data)
const validProb = res.data["probabilities"][0][0]
const invalidProb = res.data["probabilities"][0][1] + res.data["probabilities"][0][2]
return {validProb, invalidProb};
}
// import dotenv from "dotenv";
// dotenv.config();
// let res = await evaluateWithEnsemble({method:"flan" ,answer: "High-profile political downplaying of COVID-19 (examples: President Trump saying 'it will go away' in MarchAugust 2020)"});
// console.log(res)
// res = await evaluateWithEnsemble({method:"roberta" ,answer: "Multiple mirrored reuploads (20202023) put the clip on other channels with titles implying it was a genuine 1970s public information film."});
// console.log(res)
// res = await evaluateWithEnsemble({method:"logreg" ,answer: "The COVID-19 Pandemic"});
// console.log(res)