feat: chat content use tiktoken count

This commit is contained in:
archer
2023-04-24 16:46:39 +08:00
parent adbaa8b37b
commit 1f112f7715
23 changed files with 182 additions and 836 deletions

View File

@@ -75,21 +75,13 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
}
// 控制在 tokens 数量,防止超出
const filterPrompts = openaiChatFilter(prompts, modelConstantsData.contextMaxToken);
const filterPrompts = openaiChatFilter({
model: model.service.chatModel,
prompts,
maxTokens: modelConstantsData.contextMaxToken - 500
});
// 格式化文本内容成 chatgpt 格式
const map = {
Human: ChatCompletionRequestMessageRoleEnum.User,
AI: ChatCompletionRequestMessageRoleEnum.Assistant,
SYSTEM: ChatCompletionRequestMessageRoleEnum.System
};
const formatPrompts: ChatCompletionRequestMessage[] = filterPrompts.map(
(item: ChatItemType) => ({
role: map[item.obj],
content: item.value
})
);
// console.log(formatPrompts);
// console.log(filterPrompts);
// 计算温度
const temperature = modelConstantsData.maxTemperature * (model.temperature / 10);
@@ -99,9 +91,8 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
const chatResponse = await chatAPI.createChatCompletion(
{
model: model.service.chatModel,
temperature: temperature,
// max_tokens: modelConstantsData.maxToken,
messages: formatPrompts,
temperature,
messages: filterPrompts,
frequency_penalty: 0.5, // 越大,重复内容越少
presence_penalty: -0.5, // 越大,越容易出现新内容
stream: isStream,
@@ -133,14 +124,12 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
});
}
const promptsContent = formatPrompts.map((item) => item.content).join('');
// 只有使用平台的 key 才计费
pushChatBill({
isPay: true,
modelName: model.service.modelName,
userId,
text: promptsContent + responseContent
messages: filterPrompts.concat({ role: 'assistant', content: responseContent })
});
} catch (err: any) {
if (step === 1) {