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import type { ZeroShotClassificationInput, ZeroShotClassificationOutput } from "@huggingface/tasks";
import { resolveProvider } from "../../lib/getInferenceProviderMapping.js";
import { getProviderHelper } from "../../lib/getProviderHelper.js";
import type { BaseArgs, Options } from "../../types.js";
import { innerRequest } from "../../utils/request.js";
export type ZeroShotClassificationArgs = BaseArgs & ZeroShotClassificationInput;
/**
* This task is super useful to try out classification with zero code, you simply pass a sentence/paragraph and the possible labels for that sentence, and you get a result. Recommended model: facebook/bart-large-mnli.
*/
export async function zeroShotClassification(
args: ZeroShotClassificationArgs,
options?: Options
): Promise<ZeroShotClassificationOutput> {
const provider = await resolveProvider(args.provider, args.model, args.endpointUrl);
const providerHelper = getProviderHelper(provider, "zero-shot-classification");
const { data: res } = await innerRequest<ZeroShotClassificationOutput[number] | ZeroShotClassificationOutput>(
args,
providerHelper,
{
...options,
task: "zero-shot-classification",
}
);
return providerHelper.getResponse(res);
}
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