339 lines
9.1 KiB
TypeScript
339 lines
9.1 KiB
TypeScript
import { getMessageImages, getMessageTextContent } from "@/app/utils";
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import { SettingKeys, modelConfigs, settingItems, GoogleMetas } from "./config";
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import {
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InternalChatRequestPayload,
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IProviderTemplate,
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StandChatReponseMessage,
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} from "../../core/types";
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export type GoogleProviderSettingKeys = SettingKeys;
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export default class GoogleProvider
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implements IProviderTemplate<SettingKeys, "google", typeof GoogleMetas>
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{
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name = "google" as const;
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metas = GoogleMetas;
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providerMeta = {
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displayName: "Google",
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settingItems,
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};
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models = modelConfigs.map((c) => ({ ...c, providerTemplateName: this.name }));
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readonly REQUEST_TIMEOUT_MS = 60000;
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private getHeaders(payload: InternalChatRequestPayload<SettingKeys>) {
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const {
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providerConfig: { googleApiKey },
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context: { isApp },
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} = payload;
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const headers: Record<string, string> = {
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"Content-Type": "application/json",
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Accept: "application/json",
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};
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const authHeader = "Authorization";
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const makeBearer = (s: string) => `Bearer ${s.trim()}`;
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const validString = (x?: string): x is string => Boolean(x && x.length > 0);
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// when using google api in app, not set auth header
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if (!isApp) {
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// use user's api key first
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if (validString(googleApiKey)) {
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headers[authHeader] = makeBearer(googleApiKey);
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} else {
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throw new Error("no apiKey when chat through google");
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}
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}
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return headers;
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}
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private formatChatPayload(payload: InternalChatRequestPayload<SettingKeys>) {
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const {
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messages,
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isVisionModel,
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model,
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stream,
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modelConfig,
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providerConfig,
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context: { isApp },
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} = payload;
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const { googleUrl, googleApiKey } = providerConfig;
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const { temperature, top_p, max_tokens } = modelConfig;
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let multimodal = false;
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const internalMessages = messages.map((v) => {
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let parts: any[] = [{ text: getMessageTextContent(v) }];
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if (isVisionModel) {
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const images = getMessageImages(v);
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if (images.length > 0) {
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multimodal = true;
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parts = parts.concat(
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images.map((image) => {
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const imageType = image.split(";")[0].split(":")[1];
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const imageData = image.split(",")[1];
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return {
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inline_data: {
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mime_type: imageType,
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data: imageData,
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},
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};
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}),
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);
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}
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}
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return {
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role: v.role.replace("assistant", "model").replace("system", "user"),
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parts: parts,
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};
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});
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// google requires that role in neighboring messages must not be the same
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for (let i = 0; i < internalMessages.length - 1; ) {
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// Check if current and next item both have the role "model"
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if (internalMessages[i].role === internalMessages[i + 1].role) {
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// Concatenate the 'parts' of the current and next item
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internalMessages[i].parts = internalMessages[i].parts.concat(
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internalMessages[i + 1].parts,
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);
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// Remove the next item
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internalMessages.splice(i + 1, 1);
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} else {
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// Move to the next item
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i++;
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}
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}
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const requestPayload = {
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contents: internalMessages,
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generationConfig: {
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temperature,
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maxOutputTokens: max_tokens,
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topP: top_p,
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},
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safetySettings: [
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{
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category: "HARM_CATEGORY_HARASSMENT",
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threshold: "BLOCK_ONLY_HIGH",
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},
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{
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category: "HARM_CATEGORY_HATE_SPEECH",
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threshold: "BLOCK_ONLY_HIGH",
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},
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{
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category: "HARM_CATEGORY_SEXUALLY_EXPLICIT",
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threshold: "BLOCK_ONLY_HIGH",
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},
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{
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category: "HARM_CATEGORY_DANGEROUS_CONTENT",
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threshold: "BLOCK_ONLY_HIGH",
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},
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],
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};
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let baseUrl = googleUrl;
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let googleChatPath = isVisionModel
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? GoogleMetas.VisionChatPath(model)
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: GoogleMetas.ChatPath(model);
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if (!baseUrl) {
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baseUrl = "/api/google/" + googleChatPath;
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}
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if (isApp) {
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baseUrl += `?key=${googleApiKey}`;
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}
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return {
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headers: this.getHeaders(payload),
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body: JSON.stringify(requestPayload),
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method: "POST",
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url: stream
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? baseUrl.replace("generateContent", "streamGenerateContent")
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: baseUrl,
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};
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}
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private readWholeMessageResponseBody(res: any) {
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if (res?.promptFeedback?.blockReason) {
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// being blocked
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throw new Error(
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"Message is being blocked for reason: " +
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res.promptFeedback.blockReason,
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);
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}
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return {
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message:
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res.candidates?.at(0)?.content?.parts?.at(0)?.text ||
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res.error?.message ||
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"",
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};
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}
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private getTimer = () => {
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const controller = new AbortController();
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// make a fetch request
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const requestTimeoutId = setTimeout(
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() => controller.abort(),
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this.REQUEST_TIMEOUT_MS,
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);
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return {
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...controller,
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clear: () => {
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clearTimeout(requestTimeoutId);
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},
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};
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};
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streamChat(
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payload: InternalChatRequestPayload<SettingKeys>,
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onProgress: (message: string, chunk: string) => void,
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onFinish: (message: string) => void,
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onError: (err: Error) => void,
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) {
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const requestPayload = this.formatChatPayload(payload);
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let responseText = "";
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let remainText = "";
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let finished = false;
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const timer = this.getTimer();
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let existingTexts: string[] = [];
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const finish = () => {
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finished = true;
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onFinish(existingTexts.join(""));
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};
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// animate response to make it looks smooth
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const animateResponseText = () => {
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if (finished || timer.signal.aborted) {
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responseText += remainText;
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finish();
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return;
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}
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if (remainText.length > 0) {
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const fetchCount = Math.max(1, Math.round(remainText.length / 60));
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const fetchText = remainText.slice(0, fetchCount);
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responseText += fetchText;
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remainText = remainText.slice(fetchCount);
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onProgress(responseText, fetchText);
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}
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requestAnimationFrame(animateResponseText);
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};
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// start animaion
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animateResponseText();
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fetch(requestPayload.url, {
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...requestPayload,
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signal: timer.signal,
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})
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.then((response) => {
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const reader = response?.body?.getReader();
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const decoder = new TextDecoder();
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let partialData = "";
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return reader?.read().then(function processText({
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done,
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value,
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}): Promise<any> {
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if (done) {
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if (response.status !== 200) {
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try {
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let data = JSON.parse(ensureProperEnding(partialData));
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if (data && data[0].error) {
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onError(new Error(data[0].error.message));
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} else {
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onError(new Error("Request failed"));
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}
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} catch (_) {
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onError(new Error("Request failed"));
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}
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}
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console.log("Stream complete");
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// options.onFinish(responseText + remainText);
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finished = true;
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return Promise.resolve();
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}
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partialData += decoder.decode(value, { stream: true });
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try {
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let data = JSON.parse(ensureProperEnding(partialData));
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const textArray = data.reduce(
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(acc: string[], item: { candidates: any[] }) => {
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const texts = item.candidates.map((candidate) =>
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candidate.content.parts
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.map((part: { text: any }) => part.text)
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.join(""),
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);
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return acc.concat(texts);
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},
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[],
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);
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if (textArray.length > existingTexts.length) {
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const deltaArray = textArray.slice(existingTexts.length);
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existingTexts = textArray;
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remainText += deltaArray.join("");
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}
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} catch (error) {
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// console.log("[Response Animation] error: ", error,partialData);
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// skip error message when parsing json
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}
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return reader.read().then(processText);
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});
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})
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.catch((error) => {
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console.error("Error:", error);
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});
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return timer;
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}
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async chat(
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payload: InternalChatRequestPayload<SettingKeys>,
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): Promise<StandChatReponseMessage> {
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const requestPayload = this.formatChatPayload(payload);
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const timer = this.getTimer();
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// make a fetch request
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const requestTimeoutId = setTimeout(
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() => timer.abort(),
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this.REQUEST_TIMEOUT_MS,
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);
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const res = await fetch(requestPayload.url, {
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headers: {
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...requestPayload.headers,
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},
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body: requestPayload.body,
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method: requestPayload.method,
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signal: timer.signal,
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});
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clearTimeout(requestTimeoutId);
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const resJson = await res.json();
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const message = this.readWholeMessageResponseBody(resJson);
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return message;
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}
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}
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function ensureProperEnding(str: string) {
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if (str.startsWith("[") && !str.endsWith("]")) {
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return str + "]";
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}
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return str;
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}
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