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| 1 | +package com.unfbx.chatgpt; |
| 2 | + |
| 3 | +import cn.hutool.json.JSONObject; |
| 4 | +import cn.hutool.json.JSONUtil; |
| 5 | +import com.unfbx.chatgpt.entity.chat.*; |
| 6 | +import com.unfbx.chatgpt.function.KeyRandomStrategy; |
| 7 | +import com.unfbx.chatgpt.interceptor.DynamicKeyOpenAiAuthInterceptor; |
| 8 | +import com.unfbx.chatgpt.interceptor.OpenAILogger; |
| 9 | +import com.unfbx.chatgpt.interceptor.OpenAiResponseInterceptor; |
| 10 | +import lombok.Builder; |
| 11 | +import lombok.Data; |
| 12 | +import lombok.extern.slf4j.Slf4j; |
| 13 | +import okhttp3.OkHttpClient; |
| 14 | +import okhttp3.logging.HttpLoggingInterceptor; |
| 15 | +import org.junit.Before; |
| 16 | +import org.junit.Test; |
| 17 | + |
| 18 | +import java.net.InetSocketAddress; |
| 19 | +import java.net.Proxy; |
| 20 | +import java.util.*; |
| 21 | +import java.util.concurrent.TimeUnit; |
| 22 | + |
| 23 | +/** |
| 24 | + * 描述: 测试类 |
| 25 | + * |
| 26 | + * @author https:www.unfbx.com |
| 27 | + * 2023-06-14 |
| 28 | + */ |
| 29 | +@Slf4j |
| 30 | +public class OpenAiClientFunctionTest { |
| 31 | + |
| 32 | + private OpenAiClient v2; |
| 33 | + |
| 34 | + @Before |
| 35 | + public void before() { |
| 36 | + //可以为null |
| 37 | + Proxy proxy = new Proxy(Proxy.Type.HTTP, new InetSocketAddress("127.0.0.1", 7890)); |
| 38 | + HttpLoggingInterceptor httpLoggingInterceptor = new HttpLoggingInterceptor(new OpenAILogger()); |
| 39 | + //!!!!千万别再生产或者测试环境打开BODY级别日志!!!! |
| 40 | + //!!!生产或者测试环境建议设置为这三种级别:NONE,BASIC,HEADERS,!!! |
| 41 | + httpLoggingInterceptor.setLevel(HttpLoggingInterceptor.Level.HEADERS); |
| 42 | + OkHttpClient okHttpClient = new OkHttpClient |
| 43 | + .Builder() |
| 44 | +// .proxy(proxy) |
| 45 | + .addInterceptor(httpLoggingInterceptor) |
| 46 | + .addInterceptor(new OpenAiResponseInterceptor()) |
| 47 | + .connectTimeout(10, TimeUnit.SECONDS) |
| 48 | + .writeTimeout(30, TimeUnit.SECONDS) |
| 49 | + .readTimeout(30, TimeUnit.SECONDS) |
| 50 | + .build(); |
| 51 | + v2 = OpenAiClient.builder() |
| 52 | + //支持多key传入,请求时候随机选择 |
| 53 | + .apiKey(Arrays.asList("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")) |
| 54 | + //自定义key的获取策略:默认KeyRandomStrategy |
| 55 | + .keyStrategy(new KeyRandomStrategy()) |
| 56 | +// .keyStrategy(new FirstKeyStrategy()) |
| 57 | + .authInterceptor(new DynamicKeyOpenAiAuthInterceptor()) |
| 58 | + .okHttpClient(okHttpClient) |
| 59 | + //自己做了代理就传代理地址,没有可不不传,(关注公众号回复:openai ,获取免费的测试代理地址) |
| 60 | + .apiHost("https://dgr.life/") |
| 61 | + .build(); |
| 62 | + } |
| 63 | + |
| 64 | + @Test |
| 65 | + public void chatFunction() { |
| 66 | + |
| 67 | + //模型:GPT_3_5_TURBO_16K_0613 |
| 68 | + Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build(); |
| 69 | + //属性一 |
| 70 | + JSONObject wordLength = new JSONObject(); |
| 71 | + wordLength.putOpt("type", "number"); |
| 72 | + wordLength.putOpt("description", "词语的长度"); |
| 73 | + //属性二 |
| 74 | + JSONObject language = new JSONObject(); |
| 75 | + language.putOpt("type", "string"); |
| 76 | + language.putOpt("enum", Arrays.asList("zh", "en")); |
| 77 | + language.putOpt("description", "语言类型,例如:zh代表中文、en代表英语"); |
| 78 | + //参数 |
| 79 | + JSONObject properties = new JSONObject(); |
| 80 | + properties.putOpt("wordLength", wordLength); |
| 81 | + properties.putOpt("language", language); |
| 82 | + Parameters parameters = Parameters.builder() |
| 83 | + .type("object") |
| 84 | + .properties(properties) |
| 85 | + .required(Arrays.asList("wordLength")).build(); |
| 86 | + Functions functions = Functions.builder() |
| 87 | + .name("getOneWord") |
| 88 | + .description("获取一个指定长度和语言类型的词语") |
| 89 | + .parameters(parameters) |
| 90 | + .build(); |
| 91 | + |
| 92 | + ChatCompletion chatCompletion = ChatCompletion |
| 93 | + .builder() |
| 94 | + .messages(Arrays.asList(message)) |
| 95 | + .functions(Arrays.asList(functions)) |
| 96 | + .functionCall("auto") |
| 97 | + .model(ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName()) |
| 98 | + .build(); |
| 99 | + ChatCompletionResponse chatCompletionResponse = v2.chatCompletion(chatCompletion); |
| 100 | + |
| 101 | + ChatChoice chatChoice = chatCompletionResponse.getChoices().get(0); |
| 102 | + log.info("构造的方法值:{}", chatChoice.getMessage().getFunctionCall()); |
| 103 | + log.info("构造的方法名称:{}", chatChoice.getMessage().getFunctionCall().getName()); |
| 104 | + log.info("构造的方法参数:{}", chatChoice.getMessage().getFunctionCall().getArguments()); |
| 105 | + WordParam wordParam = JSONUtil.toBean(chatChoice.getMessage().getFunctionCall().getArguments(), WordParam.class); |
| 106 | + String oneWord = getOneWord(wordParam); |
| 107 | + |
| 108 | + FunctionCall functionCall = FunctionCall.builder() |
| 109 | + .arguments(chatChoice.getMessage().getFunctionCall().getArguments()) |
| 110 | + .name("getOneWord") |
| 111 | + .build(); |
| 112 | + Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").functionCall(functionCall).build(); |
| 113 | + String content |
| 114 | + = "{ " + |
| 115 | + "\"wordLength\": \"3\", " + |
| 116 | + "\"language\": \"zh\", " + |
| 117 | + "\"word\": \"" + oneWord + "\"," + |
| 118 | + "\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" + |
| 119 | + "}"; |
| 120 | + Message message3 = Message.builder().role(Message.Role.FUNCTION).name("getOneWord").content(content).build(); |
| 121 | + List<Message> messageList = Arrays.asList(message, message2, message3); |
| 122 | + ChatCompletion chatCompletionV2 = ChatCompletion |
| 123 | + .builder() |
| 124 | + .messages(messageList) |
| 125 | + .model(ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName()) |
| 126 | + .build(); |
| 127 | + ChatCompletionResponse chatCompletionResponseV2 = v2.chatCompletion(chatCompletionV2); |
| 128 | + log.info("自定义的方法返回值:{}",chatCompletionResponseV2.getChoices().get(0).getMessage().getContent()); |
| 129 | + |
| 130 | + /** |
| 131 | + * [main] INFO com.unfbx.chatgpt.OpenAiClientFunctionTest - 自定义的方法返回值:词语:苹果 |
| 132 | + * |
| 133 | + * 用途:苹果是一种水果,具有多种用途。以下是苹果的几种常见用途: |
| 134 | + * |
| 135 | + * 1. 直接吃:苹果可以直接食用,具有清爽的口感和丰富的营养成分,是一种健康的零食选择。 |
| 136 | + * |
| 137 | + * 2. 做沙拉:苹果可以切成块状或丝状,加入其他蔬菜和调味料,制作成沙拉。苹果的甜脆口感可以为沙拉增添口感和风味。 |
| 138 | + * |
| 139 | + * 3. 售卖:苹果是一种常见的水果,可以被商家售卖。人们可以购买苹果作为食物或礼物,满足自己或他人的需求。 |
| 140 | + * |
| 141 | + * 总之,苹果是一种多功能的水果,可以直接食用,也可以用于制作沙拉,同时也是一种常见的商业商品。 |
| 142 | + */ |
| 143 | + } |
| 144 | + |
| 145 | + public String getOneWord(WordParam wordParam) { |
| 146 | + |
| 147 | + List<String> zh = Arrays.asList("大香蕉", "哈密瓜", "苹果"); |
| 148 | + List<String> en = Arrays.asList("apple", "banana", "cantaloupe"); |
| 149 | + if (wordParam.getLanguage().equals("zh")) { |
| 150 | + for (String e : zh) { |
| 151 | + if (e.length() == wordParam.getWordLength()) { |
| 152 | + return e; |
| 153 | + } |
| 154 | + } |
| 155 | + } |
| 156 | + if (wordParam.getLanguage().equals("en")) { |
| 157 | + for (String e : en) { |
| 158 | + if (e.length() == wordParam.getWordLength()) { |
| 159 | + return e; |
| 160 | + } |
| 161 | + } |
| 162 | + } |
| 163 | + return "西瓜"; |
| 164 | + } |
| 165 | + |
| 166 | + @Test |
| 167 | + public void testInput() { |
| 168 | + System.out.println(getOneWord(WordParam.builder().wordLength(2).language("zh").build())); |
| 169 | + } |
| 170 | + |
| 171 | + @Data |
| 172 | + @Builder |
| 173 | + static class WordParam { |
| 174 | + private int wordLength; |
| 175 | + @Builder.Default |
| 176 | + private String language = "zh"; |
| 177 | + } |
| 178 | +} |
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