Commit 8cafebe2 by archer

fix: tiktoken memory

parent d6955457
......@@ -55,7 +55,6 @@
"remark-math": "^5.1.1",
"request-ip": "^3.3.0",
"sass": "^1.58.3",
"sharp": "^0.31.3",
"tunnel": "^0.0.6",
"wxpay-v3": "^3.0.2",
"zustand": "^4.3.5"
......
......@@ -37,6 +37,7 @@ export async function connectToDatabase(): Promise<void> {
});
}
// 初始化队列
global.qaQueueLen = 0;
global.vectorQueueLen = 0;
......
import type { Mongoose } from 'mongoose';
import type { Agent } from 'http';
import type { Pool } from 'pg';
import type { Tiktoken } from '@dqbd/tiktoken';
declare global {
var mongodb: Mongoose | string | null;
......@@ -11,6 +12,7 @@ declare global {
var QRCode: any;
var qaQueueLen: number;
var vectorQueueLen: number;
var OpenAiEncMap: Record<string, Tiktoken>;
interface Window {
['pdfjs-dist/build/pdf']: any;
......
......@@ -8,27 +8,48 @@ import Graphemer from 'graphemer';
const textDecoder = new TextDecoder();
const graphemer = new Graphemer();
export const adaptChatItem_openAI = ({
messages
}: {
messages: ChatItemSimpleType[];
}): ChatCompletionRequestMessage[] => {
const map = {
[ChatRoleEnum.AI]: ChatCompletionRequestMessageRoleEnum.Assistant,
[ChatRoleEnum.Human]: ChatCompletionRequestMessageRoleEnum.User,
[ChatRoleEnum.System]: ChatCompletionRequestMessageRoleEnum.System
};
return messages.map((item) => ({
role: map[item.obj] || ChatCompletionRequestMessageRoleEnum.System,
content: item.value || ''
}));
};
/* count openai chat token*/
let OpenAiEncMap: Record<string, Tiktoken>;
export const getOpenAiEncMap = () => {
if (OpenAiEncMap) return OpenAiEncMap;
OpenAiEncMap = {
if (typeof window !== 'undefined') {
window.OpenAiEncMap = window.OpenAiEncMap || {
'gpt-3.5-turbo': encoding_for_model('gpt-3.5-turbo', {
'<|im_start|>': 100264,
'<|im_end|>': 100265,
'<|im_sep|>': 100266
}),
'gpt-4': encoding_for_model('gpt-4', {
'<|im_start|>': 100264,
'<|im_end|>': 100265,
'<|im_sep|>': 100266
}),
'gpt-4-32k': encoding_for_model('gpt-4-32k', {
'<|im_start|>': 100264,
'<|im_end|>': 100265,
'<|im_sep|>': 100266
})
};
return window.OpenAiEncMap;
}
if (typeof global !== 'undefined') {
global.OpenAiEncMap = global.OpenAiEncMap || {
'gpt-3.5-turbo': encoding_for_model('gpt-3.5-turbo', {
'<|im_start|>': 100264,
'<|im_end|>': 100265,
'<|im_sep|>': 100266
}),
'gpt-4': encoding_for_model('gpt-4', {
'<|im_start|>': 100264,
'<|im_end|>': 100265,
'<|im_sep|>': 100266
}),
'gpt-4-32k': encoding_for_model('gpt-4-32k', {
'<|im_start|>': 100264,
'<|im_end|>': 100265,
'<|im_sep|>': 100266
})
};
return global.OpenAiEncMap;
}
return {
'gpt-3.5-turbo': encoding_for_model('gpt-3.5-turbo', {
'<|im_start|>': 100264,
'<|im_end|>': 100265,
......@@ -45,8 +66,24 @@ export const getOpenAiEncMap = () => {
'<|im_sep|>': 100266
})
};
return OpenAiEncMap;
};
export const adaptChatItem_openAI = ({
messages
}: {
messages: ChatItemSimpleType[];
}): ChatCompletionRequestMessage[] => {
const map = {
[ChatRoleEnum.AI]: ChatCompletionRequestMessageRoleEnum.Assistant,
[ChatRoleEnum.Human]: ChatCompletionRequestMessageRoleEnum.User,
[ChatRoleEnum.System]: ChatCompletionRequestMessageRoleEnum.System
};
return messages.map((item) => ({
role: map[item.obj] || ChatCompletionRequestMessageRoleEnum.System,
content: item.value || ''
}));
};
export function countOpenAIToken({
messages,
model
......
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