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import type { TokenClassificationInput, TokenClassificationOutput } 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 TokenClassificationArgs = BaseArgs & TokenClassificationInput;
/**
* Usually used for sentence parsing, either grammatical, or Named Entity Recognition (NER) to understand keywords contained within text. Recommended model: dbmdz/bert-large-cased-finetuned-conll03-english
*/
export async function tokenClassification(
args: TokenClassificationArgs,
options?: Options
): Promise<TokenClassificationOutput> {
const provider = await resolveProvider(args.provider, args.model, args.endpointUrl);
const providerHelper = getProviderHelper(provider, "token-classification");
const { data: res } = await innerRequest<TokenClassificationOutput[number] | TokenClassificationOutput>(
args,
providerHelper,
{
...options,
task: "token-classification",
}
);
return providerHelper.getResponse(res);
}
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