我正在使用OpenAI API,并尝试使用GPT-3.5模型将土耳其语数据翻译成日语。然而,我得到的结果与预期不符。提供的JSON数据包含土耳其语代码(“tr”),这些代码应该被替换为正确的日语代码。
我期望输出中使用正确的日语代码(“ja”)而不是”JA”,并且显示提供的土耳其语数据的正确翻译。
请问有人可以帮助我找出问题并提出解决方案,以便使用OpenAI API和GPT-3.5模型获得正确的土耳其语到日语翻译吗?谢谢!
这是我使用的代码片段:
const { Configuration, OpenAIApi } = require("openai");const { getLanguageString } = require('../../../helpers/auto_translate_helpers');async function gptTranslateHelper(chunks, schema, target_language) { const responseData = []; const configuration = new Configuration({ apiKey: process.env.OPENAI_API_KEY, }); const openai = new OpenAIApi(configuration); try { for (const chunk of chunks) { const userMessage = { "role": "user", "content": `I am a restaurant owner and I manage my data in Turkish.My data : ${chunk.data} Please translate my data to ${getLanguageString(target_language)}. Replace all occurrences of "TR" with ${target_language}. `, }; const completion = await openai.createChatCompletion({ model: "gpt-3.5-turbo-16k", messages: [ { "role": "system", "content": "You are a helpful assistant." }, userMessage, ], functions: [{ name: "set_schema", parameters: schema }], function_call: { name: "set_schema" }, }); const generatedText = completion.data.choices[0].message.content; const parsedMenu = JSON.parse(generatedText); responseData.push(...parsedMenu.data); } } catch (e) { console.log(e); } console.log(responseData); return responseData;}module.exports = { gptTranslateHelper };
提示:
I am a restaurant owner and I manage my data in Turkish.My data : [{"_id":"64adce3a897a661ba27dcc4b","name":{"tr":"Yemekler"}},{"_id":"64adce44897a661ba27dcc4c","name":{"tr":"İçecekler"}}] Please translate my data to Japanese. Replace all occurrences of "tr" with ja.
错误结果:[ { _id: '64adce3a897a661ba27dcc4b', name: { ja: 'Yemekler' } }, { _id: '64adce44897a661ba27dcc4c', name: { ja: 'İçecekler' } } ]
回答:
你可以使用这样的模式:
{ "name": "translate", "description": "Return Japanese translation of input", "parameters": { "type": "object", "properties": { "tr": { "type": "string", "description": "Turkish word" }, "ja": { "type": "string", "description": "Japanese translation of Turkish word" } }, "required": ["ja"] }}
OpenAI的函数调用旨在为您已知的函数生成参数,而不是生成该函数的结果。比如在这个天气示例中,ChatGPT不会返回实际的天气信息,而是提取可以用来获取天气信息的位置信息。
在您的例子中,可以考虑一个名为translate
的函数,它接受两个参数;”tr”和”ja”。”Yemekler”将被提取并放置在”tr”参数中,其翻译将被放置在”ja”中。