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FastGPT/client/src/pages/api/openapi/chat/chat.ts
2023-06-18 21:06:07 +08:00

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import type { NextApiRequest, NextApiResponse } from 'next';
import { connectToDatabase } from '@/service/mongo';
import { authUser, authModel, getApiKey } from '@/service/utils/auth';
import { modelServiceToolMap, resStreamResponse } from '@/service/utils/chat';
import { ChatItemType } from '@/types/chat';
import { jsonRes } from '@/service/response';
import { ChatModelMap } from '@/constants/model';
import { pushChatBill } from '@/service/events/pushBill';
import { ChatRoleEnum } from '@/constants/chat';
import { withNextCors } from '@/service/utils/tools';
import { BillTypeEnum } from '@/constants/user';
import { appKbSearch } from '../kb/appKbSearch';
/* 发送提示词 */
export default withNextCors(async function handler(req: NextApiRequest, res: NextApiResponse) {
res.on('close', () => {
res.end();
});
res.on('error', () => {
console.log('error: ', 'request error');
res.end();
});
try {
const {
chatId,
prompts,
modelId,
isStream = true
} = req.body as {
chatId?: string;
prompts: ChatItemType[];
modelId: string;
isStream: boolean;
};
if (!prompts || !modelId) {
throw new Error('缺少参数');
}
if (!Array.isArray(prompts)) {
throw new Error('prompts is not array');
}
if (prompts.length > 30 || prompts.length === 0) {
throw new Error('Prompts arr length range 1-30');
}
await connectToDatabase();
let startTime = Date.now();
/* 凭证校验 */
const { userId } = await authUser({ req });
const { model } = await authModel({
userId,
modelId
});
/* get api key */
const { systemAuthKey: apiKey } = await getApiKey({
model: model.chat.chatModel,
userId,
mustPay: true
});
const modelConstantsData = ChatModelMap[model.chat.chatModel];
const prompt = prompts[prompts.length - 1];
const { userSystemPrompt = [], quotePrompt = [] } = await (async () => {
// 使用了知识库搜索
if (model.chat.relatedKbs?.length > 0) {
const { userSystemPrompt, quotePrompt } = await appKbSearch({
model,
userId,
fixedQuote: [],
prompt: prompt,
similarity: model.chat.searchSimilarity,
limit: model.chat.searchLimit
});
return {
userSystemPrompt: userSystemPrompt ? [userSystemPrompt] : [],
quotePrompt: [quotePrompt]
};
}
if (model.chat.systemPrompt) {
return {
userSystemPrompt: [
{
obj: ChatRoleEnum.System,
value: model.chat.systemPrompt
}
]
};
}
return {};
})();
// search result is empty
if (model.chat.relatedKbs?.length > 0 && !quotePrompt[0]?.value && model.chat.searchEmptyText) {
const response = model.chat.searchEmptyText;
return res.end(response);
}
// 读取对话内容
const completePrompts = [...quotePrompt, ...prompts.slice(0, -1), ...userSystemPrompt, prompt];
// 计算温度
const temperature = (modelConstantsData.maxTemperature * (model.chat.temperature / 10)).toFixed(
2
);
// 发出请求
const { streamResponse, responseMessages, responseText, totalTokens } =
await modelServiceToolMap[model.chat.chatModel].chatCompletion({
apiKey,
temperature: +temperature,
messages: completePrompts,
stream: isStream,
res
});
console.log('api response time:', `${(Date.now() - startTime) / 1000}s`);
if (res.closed) return res.end();
const { textLen = 0, tokens = totalTokens } = await (async () => {
if (isStream) {
try {
const { finishMessages, totalTokens } = await resStreamResponse({
model: model.chat.chatModel,
res,
chatResponse: streamResponse,
prompts: responseMessages
});
res.end();
return {
textLen: finishMessages.map((item) => item.value).join('').length,
tokens: totalTokens
};
} catch (error) {
res.end();
console.log('error结束', error);
}
} else {
jsonRes(res, {
data: responseText
});
return {
textLen: responseMessages.map((item) => item.value).join('').length
};
}
return {};
})();
pushChatBill({
isPay: true,
chatModel: model.chat.chatModel,
userId,
textLen,
tokens,
type: BillTypeEnum.openapiChat
});
} catch (err: any) {
res.status(500);
jsonRes(res, {
code: 500,
error: err
});
}
});