feat: model provider refactor done

This commit is contained in:
Dean-YZG
2024-05-15 21:38:25 +08:00
parent 240d330001
commit a0e4a468d6
33 changed files with 3077 additions and 8 deletions

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import { SettingItem } from "../../core/types";
import Locale from "./locale";
export const GoogleMetas = {
ExampleEndpoint: "https://generativelanguage.googleapis.com/",
ChatPath: (modelName: string) => `v1beta/models/${modelName}:generateContent`,
VisionChatPath: (modelName: string) =>
`v1beta/models/${modelName}:generateContent`,
};
export type SettingKeys = "googleUrl" | "googleApiKey" | "googleApiVersion";
export const modelConfigs = [
{
name: "gemini-1.0-pro",
displayName: "gemini-1.0-pro",
isVision: false,
isDefaultActive: true,
isDefaultSelected: true,
},
{
name: "gemini-1.5-pro-latest",
displayName: "gemini-1.5-pro-latest",
isVision: true,
isDefaultActive: true,
isDefaultSelected: false,
},
{
name: "gemini-pro-vision",
displayName: "gemini-pro-vision",
isVision: true,
isDefaultActive: true,
isDefaultSelected: false,
},
];
export const settingItems: SettingItem<SettingKeys>[] = [
{
name: "googleUrl",
title: Locale.Endpoint.Title,
description: Locale.Endpoint.SubTitle + GoogleMetas.ExampleEndpoint,
placeholder: GoogleMetas.ExampleEndpoint,
type: "input",
validators: ["required"],
},
{
name: "googleApiKey",
title: Locale.ApiKey.Title,
description: Locale.ApiKey.SubTitle,
placeholder: Locale.ApiKey.Placeholder,
type: "input",
inputType: "password",
validators: ["required"],
},
{
name: "googleApiVersion",
title: Locale.ApiVersion.Title,
description: Locale.ApiVersion.SubTitle,
placeholder: "2023-08-01-preview",
type: "input",
validators: ["required"],
},
];

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import { getMessageImages, getMessageTextContent } from "@/app/utils";
import { SettingKeys, modelConfigs, settingItems, GoogleMetas } from "./config";
import {
InternalChatRequestPayload,
IProviderTemplate,
StandChatReponseMessage,
} from "../../core/types";
export type GoogleProviderSettingKeys = SettingKeys;
export default class GoogleProvider
implements IProviderTemplate<SettingKeys, "google", typeof GoogleMetas>
{
name = "google" as const;
metas = GoogleMetas;
providerMeta = {
displayName: "Google",
settingItems,
};
models = modelConfigs.map((c) => ({ ...c, providerTemplateName: this.name }));
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",
};
const authHeader = "Authorization";
const makeBearer = (s: string) => `Bearer ${s.trim()}`;
const validString = (x?: string): x is string => Boolean(x && x.length > 0);
// when using google api in app, not set auth header
if (!isApp) {
// use user's api key first
if (validString(googleApiKey)) {
headers[authHeader] = makeBearer(googleApiKey);
} else {
throw new Error("no apiKey when chat through google");
}
}
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 baseUrl = googleUrl;
let googleChatPath = isVisionModel
? GoogleMetas.VisionChatPath(model)
: GoogleMetas.ChatPath(model);
if (!baseUrl) {
baseUrl = "/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>,
onProgress: (message: string, chunk: string) => void,
onFinish: (message: string) => void,
onError: (err: Error) => void,
) {
const requestPayload = this.formatChatPayload(payload);
let responseText = "";
let remainText = "";
let finished = false;
const timer = this.getTimer();
let existingTexts: string[] = [];
const finish = () => {
finished = true;
onFinish(existingTexts.join(""));
};
// animate response to make it looks smooth
const animateResponseText = () => {
if (finished || timer.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);
onProgress(responseText, fetchText);
}
requestAnimationFrame(animateResponseText);
};
// start animaion
animateResponseText();
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) {
onError(new Error(data[0].error.message));
} else {
onError(new Error("Request failed"));
}
} catch (_) {
onError(new Error("Request failed"));
}
}
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);
});
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;
}
}
function ensureProperEnding(str: string) {
if (str.startsWith("[") && !str.endsWith("]")) {
return str + "]";
}
return str;
}

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import { getLocaleText } from "../../core/locale";
export default getLocaleText<
{
ApiKey: {
Title: string;
SubTitle: string;
Placeholder: string;
};
Endpoint: {
Title: string;
SubTitle: string;
};
ApiVersion: {
Title: string;
SubTitle: string;
};
},
"en"
>(
{
cn: {
ApiKey: {
Title: "API 密钥",
SubTitle: "从 Google AI 获取您的 API 密钥",
Placeholder: "输入您的 Google AI Studio API 密钥",
},
Endpoint: {
Title: "终端地址",
SubTitle: "示例:",
},
ApiVersion: {
Title: "API 版本(仅适用于 gemini-pro",
SubTitle: "选择一个特定的 API 版本",
},
},
en: {
ApiKey: {
Title: "API Key",
SubTitle: "Obtain your API Key from Google AI",
Placeholder: "Enter your Google AI Studio API Key",
},
Endpoint: {
Title: "Endpoint Address",
SubTitle: "Example:",
},
ApiVersion: {
Title: "API Version (specific to gemini-pro)",
SubTitle: "Select a specific API version",
},
},
sk: {
ApiKey: {
Title: "API kľúč",
SubTitle:
"Obísť obmedzenia prístupu heslom pomocou vlastného API kľúča Google AI Studio",
Placeholder: "API kľúč Google AI Studio",
},
Endpoint: {
Title: "Adresa koncového bodu",
SubTitle: "Príklad:",
},
ApiVersion: {
Title: "Verzia API (gemini-pro verzia API)",
SubTitle: "Vyberte špecifickú verziu časti",
},
},
tw: {
ApiKey: {
Title: "API 金鑰",
SubTitle: "從 Google AI 取得您的 API 金鑰",
Placeholder: "輸入您的 Google AI Studio API 金鑰",
},
Endpoint: {
Title: "終端地址",
SubTitle: "範例:",
},
ApiVersion: {
Title: "API 版本(僅適用於 gemini-pro",
SubTitle: "選擇一個特定的 API 版本",
},
},
},
"en",
);