257 lines
6.0 KiB
TypeScript
257 lines
6.0 KiB
TypeScript
import i18n from '@renderer/i18n'
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import store from '@renderer/store'
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import { setGenerating } from '@renderer/store/runtime'
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import { Assistant, Message, Model, Provider, Suggestion } from '@renderer/types'
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import { formatErrorMessage } from '@renderer/utils/error'
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import { isEmpty } from 'lodash'
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import AiProvider from '../providers/AiProvider'
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import {
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getAssistantProvider,
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getDefaultModel,
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getProviderByModel,
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getTopNamingModel,
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getTranslateModel
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} from './AssistantService'
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import { EVENT_NAMES, EventEmitter } from './EventService'
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import { filterMessages, filterUsefulMessages } from './MessagesService'
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import { estimateMessagesUsage } from './TokenService'
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export async function fetchChatCompletion({
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message,
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messages,
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assistant,
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onResponse
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}: {
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message: Message
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messages: Message[]
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assistant: Assistant
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onResponse: (message: Message) => void
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}) {
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window.keyv.set(EVENT_NAMES.CHAT_COMPLETION_PAUSED, false)
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const provider = getAssistantProvider(assistant)
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const AI = new AiProvider(provider)
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store.dispatch(setGenerating(true))
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onResponse({ ...message })
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// Handle paused state
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let paused = false
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const timer = setInterval(() => {
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if (window.keyv.get(EVENT_NAMES.CHAT_COMPLETION_PAUSED)) {
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paused = true
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message.status = 'paused'
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EventEmitter.emit(EVENT_NAMES.RECEIVE_MESSAGE, message)
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store.dispatch(setGenerating(false))
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onResponse({ ...message, status: 'paused' })
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clearInterval(timer)
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}
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}, 1000)
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try {
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let _messages: Message[] = []
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await AI.completions({
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messages: filterUsefulMessages(messages),
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assistant,
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onFilterMessages: (messages) => (_messages = messages),
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onChunk: ({ text, reasoning_content, usage, metrics, search }) => {
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message.content = message.content + text || ''
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message.usage = usage
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message.metrics = metrics
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if (reasoning_content) {
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message.reasoning_content = (message.reasoning_content || '') + reasoning_content
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}
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if (search) {
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message.metadata = { groundingMetadata: search }
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}
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onResponse({ ...message, status: 'pending' })
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}
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})
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message.status = 'success'
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if (!message.usage || !message?.usage?.completion_tokens) {
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message.usage = await estimateMessagesUsage({
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assistant,
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messages: [..._messages, message]
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})
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}
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} catch (error: any) {
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message.status = 'error'
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message.content = formatErrorMessage(error)
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}
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timer && clearInterval(timer)
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if (paused) {
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return message
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}
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// Update message status
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message.status = window.keyv.get(EVENT_NAMES.CHAT_COMPLETION_PAUSED) ? 'paused' : message.status
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// Emit chat completion event
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EventEmitter.emit(EVENT_NAMES.RECEIVE_MESSAGE, message)
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onResponse(message)
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// Reset generating state
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store.dispatch(setGenerating(false))
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return message
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}
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interface FetchTranslateProps {
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message: Message
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assistant: Assistant
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onResponse?: (text: string) => void
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}
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export async function fetchTranslate({ message, assistant, onResponse }: FetchTranslateProps) {
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const model = getTranslateModel()
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if (!model) {
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return ''
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}
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const provider = getProviderByModel(model)
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if (!hasApiKey(provider)) {
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return ''
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}
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const AI = new AiProvider(provider)
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try {
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return await AI.translate(message, assistant, onResponse)
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} catch (error: any) {
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return ''
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}
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}
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export async function fetchMessagesSummary({ messages, assistant }: { messages: Message[]; assistant: Assistant }) {
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const model = getTopNamingModel() || assistant.model || getDefaultModel()
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const provider = getProviderByModel(model)
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if (!hasApiKey(provider)) {
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return null
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}
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const AI = new AiProvider(provider)
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try {
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return await AI.summaries(filterMessages(messages), assistant)
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} catch (error: any) {
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return null
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}
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}
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export async function fetchGenerate({ prompt, content }: { prompt: string; content: string }): Promise<string> {
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const model = getDefaultModel()
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const provider = getProviderByModel(model)
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if (!hasApiKey(provider)) {
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return ''
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}
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const AI = new AiProvider(provider)
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try {
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return await AI.generateText({ prompt, content })
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} catch (error: any) {
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return ''
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}
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}
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export async function fetchSuggestions({
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messages,
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assistant
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}: {
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messages: Message[]
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assistant: Assistant
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}): Promise<Suggestion[]> {
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const model = assistant.model
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if (!model) {
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return []
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}
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if (model.owned_by !== 'graphrag') {
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return []
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}
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if (model.id.endsWith('global')) {
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return []
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}
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const provider = getAssistantProvider(assistant)
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const AI = new AiProvider(provider)
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try {
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return await AI.suggestions(filterMessages(messages), assistant)
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} catch (error: any) {
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return []
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}
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}
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export async function checkApi(provider: Provider, model: Model) {
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const key = 'api-check'
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const style = { marginTop: '3vh' }
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if (provider.id !== 'ollama') {
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if (!provider.apiKey) {
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window.message.error({ content: i18n.t('message.error.enter.api.key'), key, style })
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return {
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valid: false,
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error: new Error('message.error.enter.api.key')
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}
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}
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}
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if (!provider.apiHost) {
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window.message.error({ content: i18n.t('message.error.enter.api.host'), key, style })
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return {
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valid: false,
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error: new Error('message.error.enter.api.host')
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}
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}
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if (isEmpty(provider.models)) {
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window.message.error({ content: i18n.t('message.error.enter.model'), key, style })
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return {
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valid: false,
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error: new Error('message.error.enter.model')
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}
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}
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const AI = new AiProvider(provider)
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const { valid, error } = await AI.check(model)
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return {
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valid,
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error
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}
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}
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function hasApiKey(provider: Provider) {
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if (!provider) return false
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if (provider.id === 'ollama') return true
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return !isEmpty(provider.apiKey)
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}
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export async function fetchModels(provider: Provider) {
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const AI = new AiProvider(provider)
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try {
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return await AI.models()
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} catch (error) {
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return []
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}
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}
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