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import type { TextClassificationInput, TextClassificationOutput } 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 TextClassificationArgs = BaseArgs & TextClassificationInput;
/**
* Usually used for sentiment-analysis this will output the likelihood of classes of an input. Recommended model: distilbert-base-uncased-finetuned-sst-2-english
*/
export async function textClassification(
args: TextClassificationArgs,
options?: Options
): Promise<TextClassificationOutput> {
const provider = await resolveProvider(args.provider, args.model, args.endpointUrl);
const providerHelper = getProviderHelper(provider, "text-classification");
const { data: res } = await innerRequest<TextClassificationOutput>(args, providerHelper, {
...options,
task: "text-classification",
});
return providerHelper.getResponse(res);
}
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