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- import { Google, REQUEST_TIMEOUT_MS } from "@/app/constant";
- import { ChatOptions, getHeaders, LLMApi, LLMModel, LLMUsage } from "../api";
- import { useAccessStore, useAppConfig, useChatStore } from "@/app/store";
- import { getClientConfig } from "@/app/config/client";
- import { DEFAULT_API_HOST } from "@/app/constant";
- export class GeminiProApi implements LLMApi {
- extractMessage(res: any) {
- console.log("[Response] gemini-pro response: ", res);
- return (
- res?.candidates?.at(0)?.content?.parts.at(0)?.text ||
- res?.error?.message ||
- ""
- );
- }
- async chat(options: ChatOptions): Promise<void> {
- // const apiClient = this;
- const messages = options.messages.map((v) => ({
- role: v.role.replace("assistant", "model").replace("system", "user"),
- parts: [{ text: v.content }],
- }));
- // google requires that role in neighboring messages must not be the same
- for (let i = 0; i < messages.length - 1; ) {
- // Check if current and next item both have the role "model"
- if (messages[i].role === messages[i + 1].role) {
- // Concatenate the 'parts' of the current and next item
- messages[i].parts = messages[i].parts.concat(messages[i + 1].parts);
- // Remove the next item
- messages.splice(i + 1, 1);
- } else {
- // Move to the next item
- i++;
- }
- }
- const modelConfig = {
- ...useAppConfig.getState().modelConfig,
- ...useChatStore.getState().currentSession().mask.modelConfig,
- ...{
- model: options.config.model,
- },
- };
- const requestPayload = {
- contents: messages,
- generationConfig: {
- // stopSequences: [
- // "Title"
- // ],
- temperature: modelConfig.temperature,
- maxOutputTokens: modelConfig.max_tokens,
- topP: modelConfig.top_p,
- // "topK": modelConfig.top_k,
- },
- safetySettings: [
- {
- category: "HARM_CATEGORY_HARASSMENT",
- threshold: "BLOCK_ONLY_HIGH",
- },
- {
- category: "HARM_CATEGORY_HATE_SPEECH",
- threshold: "BLOCK_ONLY_HIGH",
- },
- {
- category: "HARM_CATEGORY_SEXUALLY_EXPLICIT",
- threshold: "BLOCK_ONLY_HIGH",
- },
- {
- category: "HARM_CATEGORY_DANGEROUS_CONTENT",
- threshold: "BLOCK_ONLY_HIGH",
- },
- ],
- };
- const isApp = !!getClientConfig()?.isApp;
- const shouldStream = !!options.config.stream;
- const controller = new AbortController();
- options.onController?.(controller);
- const accessStore = useAccessStore.getState();
- try {
- let chatPath = this.path(Google.ChatPath);
- // let baseUrl = accessStore.googleUrl;
- chatPath = isApp
- ? DEFAULT_API_HOST +
- "/api/proxy/google/" +
- Google.ChatPath +
- `?key=${accessStore.googleApiKey}`
- : chatPath;
- const chatPayload = {
- method: "POST",
- body: JSON.stringify(requestPayload),
- signal: controller.signal,
- headers: getHeaders(),
- };
- console.log("[Request] google chatPath: ", chatPath, isApp);
- // make a fetch request
- const requestTimeoutId = setTimeout(
- () => controller.abort(),
- REQUEST_TIMEOUT_MS,
- );
- if (shouldStream) {
- let responseText = "";
- let remainText = "";
- let streamChatPath = chatPath.replace(
- "generateContent",
- "streamGenerateContent",
- );
- let finished = false;
- let existingTexts: string[] = [];
- const finish = () => {
- finished = true;
- options.onFinish(existingTexts.join(""));
- };
- // animate response to make it looks smooth
- function animateResponseText() {
- if (finished || controller.signal.aborted) {
- responseText += remainText;
- finish();
- return;
- }
- if (remainText.length > 0) {
- const fetchCount = Math.max(1, Math.round(remainText.length / 60));
- const fetchText = remainText.slice(0, fetchCount);
- responseText += fetchText;
- remainText = remainText.slice(fetchCount);
- options.onUpdate?.(responseText, fetchText);
- }
- requestAnimationFrame(animateResponseText);
- }
- // start animaion
- animateResponseText();
- console.log("[Proxy Endpoint] ", streamChatPath);
- fetch(streamChatPath, chatPayload)
- .then((response) => {
- const reader = response?.body?.getReader();
- const decoder = new TextDecoder();
- let partialData = "";
- return reader?.read().then(function processText({
- done,
- value,
- }): Promise<any> {
- if (done) {
- console.log("Stream complete");
- // options.onFinish(responseText + remainText);
- finished = true;
- return Promise.resolve();
- }
- partialData += decoder.decode(value, { stream: true });
- try {
- let data = JSON.parse(ensureProperEnding(partialData));
- const textArray = data.reduce(
- (acc: string[], item: { candidates: any[] }) => {
- const texts = item.candidates.map((candidate) =>
- candidate.content.parts
- .map((part: { text: any }) => part.text)
- .join(""),
- );
- return acc.concat(texts);
- },
- [],
- );
- if (textArray.length > existingTexts.length) {
- const deltaArray = textArray.slice(existingTexts.length);
- existingTexts = textArray;
- remainText += deltaArray.join("");
- }
- } catch (error) {
- // console.log("[Response Animation] error: ", error,partialData);
- // skip error message when parsing json
- }
- return reader.read().then(processText);
- });
- })
- .catch((error) => {
- console.error("Error:", error);
- });
- } else {
- const res = await fetch(chatPath, chatPayload);
- clearTimeout(requestTimeoutId);
- const resJson = await res.json();
- if (resJson?.promptFeedback?.blockReason) {
- // being blocked
- options.onError?.(
- new Error(
- "Message is being blocked for reason: " +
- resJson.promptFeedback.blockReason,
- ),
- );
- }
- const message = this.extractMessage(resJson);
- options.onFinish(message);
- }
- } catch (e) {
- console.log("[Request] failed to make a chat request", e);
- options.onError?.(e as Error);
- }
- }
- usage(): Promise<LLMUsage> {
- throw new Error("Method not implemented.");
- }
- async models(): Promise<LLMModel[]> {
- return [];
- }
- path(path: string): string {
- return "/api/google/" + path;
- }
- }
- function ensureProperEnding(str: string) {
- if (str.startsWith("[") && !str.endsWith("]")) {
- return str + "]";
- }
- return str;
- }
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