import { FeatureExtractionPipeline, pipeline } from "@xenova/transformers";

import { getFromMapOrCreate } from 'rxdb/plugins/core';

export const modelNames = [

'Xenova/all-MiniLM-L6-v2',

'Supabase/gte-small',

'mixedbread-ai/mxbai-embed-large-v1',

'jinaai/jina-embeddings-v2-base-zh',

'Xenova/paraphrase-multilingual-mpnet-base-v2',

'jinaai/jina-embeddings-v2-base-code',

'Xenova/multilingual-e5-large',

'WhereIsAI/UAE-Large-V1',

'jinaai/jina-embeddings-v2-base-de'

] as const;

export const DEFAULT_MODEL_NAME = modelNames[0];

const pipePromises = new Map<string, Promise<FeatureExtractionPipeline>>();

export async function getVectorFromText(text: string, modelName: string): Promise<number[]> {

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