Files
ChatGPT-Next-Web/app/client/providers/google/index.ts

319 lines
8.4 KiB
TypeScript

import { SettingKeys, modelConfigs, settingItems, GoogleMetas } from "./config";
import {
ChatHandlers,
InternalChatRequestPayload,
IProviderTemplate,
ModelInfo,
StandChatReponseMessage,
getMessageTextContent,
getMessageImages,
} from "../../common";
import { ensureProperEnding, makeBearer, validString } from "./utils";
export type GoogleProviderSettingKeys = SettingKeys;
interface ModelList {
models: Array<{
name: string;
baseModelId: string;
version: string;
displayName: string;
description: string;
inputTokenLimit: number; // Integer
outputTokenLimit: number; // Integer
supportedGenerationMethods: [string];
temperature: number;
topP: number;
topK: number; // Integer
}>;
nextPageToken: string;
}
export default class GoogleProvider
implements IProviderTemplate<SettingKeys, "google", typeof GoogleMetas>
{
name = "google" as const;
metas = GoogleMetas;
providerMeta = {
displayName: "Google",
settingItems,
};
defaultModels = modelConfigs;
readonly REQUEST_TIMEOUT_MS = 60000;
private getHeaders(payload: InternalChatRequestPayload<SettingKeys>) {
const {
providerConfig: { googleApiKey },
context: { isApp },
} = payload;
const headers: Record<string, string> = {
"Content-Type": "application/json",
Accept: "application/json",
};
if (!isApp && validString(googleApiKey)) {
headers["Authorization"] = makeBearer(googleApiKey);
}
return headers;
}
private formatChatPayload(payload: InternalChatRequestPayload<SettingKeys>) {
const {
messages,
isVisionModel,
model,
stream,
modelConfig,
providerConfig,
context: { isApp },
} = payload;
const { googleUrl, googleApiKey } = providerConfig;
const { temperature, top_p, max_tokens } = modelConfig;
let multimodal = false;
const internalMessages = messages.map((v) => {
let parts: any[] = [{ text: getMessageTextContent(v) }];
if (isVisionModel) {
const images = getMessageImages(v);
if (images.length > 0) {
multimodal = true;
parts = parts.concat(
images.map((image) => {
const imageType = image.split(";")[0].split(":")[1];
const imageData = image.split(",")[1];
return {
inline_data: {
mime_type: imageType,
data: imageData,
},
};
}),
);
}
}
return {
role: v.role.replace("assistant", "model").replace("system", "user"),
parts: parts,
};
});
// google requires that role in neighboring messages must not be the same
for (let i = 0; i < internalMessages.length - 1; ) {
// Check if current and next item both have the role "model"
if (internalMessages[i].role === internalMessages[i + 1].role) {
// Concatenate the 'parts' of the current and next item
internalMessages[i].parts = internalMessages[i].parts.concat(
internalMessages[i + 1].parts,
);
// Remove the next item
internalMessages.splice(i + 1, 1);
} else {
// Move to the next item
i++;
}
}
const requestPayload = {
contents: internalMessages,
generationConfig: {
temperature,
maxOutputTokens: max_tokens,
topP: top_p,
},
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",
},
],
};
let googleChatPath = GoogleMetas.ChatPath(model);
let baseUrl = googleUrl ?? "/api/google/" + googleChatPath;
if (isApp) {
baseUrl += `?key=${googleApiKey}`;
}
return {
headers: this.getHeaders(payload),
body: JSON.stringify(requestPayload),
method: "POST",
url: stream
? baseUrl.replace("generateContent", "streamGenerateContent")
: baseUrl,
};
}
private readWholeMessageResponseBody(res: any) {
if (res?.promptFeedback?.blockReason) {
// being blocked
throw new Error(
"Message is being blocked for reason: " +
res.promptFeedback.blockReason,
);
}
return {
message:
res.candidates?.at(0)?.content?.parts?.at(0)?.text ||
res.error?.message ||
"",
};
}
private getTimer = () => {
const controller = new AbortController();
// make a fetch request
const requestTimeoutId = setTimeout(
() => controller.abort(),
this.REQUEST_TIMEOUT_MS,
);
return {
...controller,
clear: () => {
clearTimeout(requestTimeoutId);
},
};
};
streamChat(
payload: InternalChatRequestPayload<SettingKeys>,
handlers: ChatHandlers,
) {
const requestPayload = this.formatChatPayload(payload);
const timer = this.getTimer();
let existingTexts: string[] = [];
fetch(requestPayload.url, {
...requestPayload,
signal: timer.signal,
})
.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) {
if (response.status !== 200) {
try {
let data = JSON.parse(ensureProperEnding(partialData));
if (data && data[0].error) {
handlers.onError(new Error(data[0].error.message));
} else {
handlers.onError(new Error("Request failed"));
}
} catch (_) {
handlers.onError(new Error("Request failed"));
}
}
console.log("Stream complete");
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;
handlers.onProgress(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);
});
return timer;
}
async chat(
payload: InternalChatRequestPayload<SettingKeys>,
): Promise<StandChatReponseMessage> {
const requestPayload = this.formatChatPayload(payload);
const timer = this.getTimer();
// make a fetch request
const requestTimeoutId = setTimeout(
() => timer.abort(),
this.REQUEST_TIMEOUT_MS,
);
const res = await fetch(requestPayload.url, {
headers: {
...requestPayload.headers,
},
body: requestPayload.body,
method: requestPayload.method,
signal: timer.signal,
});
clearTimeout(requestTimeoutId);
const resJson = await res.json();
const message = this.readWholeMessageResponseBody(resJson);
return message;
}
async getAvailableModels(
providerConfig: Record<SettingKeys, string>,
): Promise<ModelInfo[]> {
const { googleApiKey, googleUrl } = providerConfig;
const res = await fetch(`${googleUrl}/v1beta/models?key=${googleApiKey}`, {
headers: {
Authorization: `Bearer ${googleApiKey}`,
},
method: "GET",
});
const data: ModelList = await res.json();
return data.models;
}
}