Administrator
2025-08-29 9b68de814d07c5a736c7fbdeb22ba8b666a02cad
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
package cc.mrbird.febs.ai.controller;
 
import cc.mrbird.febs.ai.entity.AiMember;
import cc.mrbird.febs.ai.mapper.AiMemberMapper;
import cc.mrbird.febs.ai.req.talk.AiTalkAnswerStream;
import cc.mrbird.febs.ai.res.memberTalk.ApiMemberTalkStreamVo;
import cc.mrbird.febs.ai.utils.UUID;
import cc.mrbird.febs.common.entity.FebsResponse;
import cc.mrbird.febs.common.utils.AppContants;
import cc.mrbird.febs.common.utils.RedisUtils;
import cc.mrbird.febs.mall.entity.MallMember;
import cc.mrbird.febs.mall.mapper.MallMemberMapper;
import cn.hutool.core.util.IdUtil;
import cn.hutool.core.util.ObjectUtil;
import cn.hutool.core.util.StrUtil;
import cn.hutool.crypto.asymmetric.KeyType;
import cn.hutool.crypto.asymmetric.RSA;
import cn.hutool.json.JSONUtil;
import com.alibaba.dashscope.aigc.multimodalconversation.MultiModalConversationResult;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import io.reactivex.Flowable;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import io.swagger.annotations.ApiResponse;
import io.swagger.annotations.ApiResponses;
import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.springframework.validation.annotation.Validated;
import org.springframework.web.bind.annotation.*;
 
import com.alibaba.dashscope.aigc.generation.Generation;
import com.alibaba.dashscope.aigc.generation.GenerationParam;
import com.alibaba.dashscope.aigc.generation.GenerationResult;
import com.alibaba.dashscope.common.Message;
import com.alibaba.dashscope.common.Role;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import reactor.core.publisher.Flux;
 
import java.util.Arrays;
import java.util.HashMap;
import java.util.Map;
 
/**
 * @author Administrator
 */
@Slf4j
@Validated
@RestController
@RequiredArgsConstructor
@RequestMapping(value = "/api/ai/test")
@Api(value = "ApiProductController", tags = "AI-登录测试")
public class TestController {
 
    private final MallMemberMapper mallMemberMapper;
    private final AiMemberMapper aiMemberMapper;
    private final RedisUtils redisUtils;
    @ApiOperation(value = "登录测试", notes = "登录测试")
    @GetMapping(value = "/login")
    public FebsResponse info() {
 
        MallMember mallMember = mallMemberMapper.selectById(3634);
        if(StrUtil.isEmpty(mallMember.getMemberUuid())){
            AiMember aiMember = new AiMember();
            aiMember.setId(UUID.getSimpleUUIDString());
            aiMemberMapper.insert(aiMember);
            mallMember.setMemberUuid(aiMember.getId());
            mallMemberMapper.update(null,
                    Wrappers.lambdaUpdate(MallMember.class)
                    .set(MallMember::getMemberUuid, aiMember.getId())
                    .eq(MallMember::getId, mallMember.getId())
                    );
        }
        // 存放redis
        String redisKey = AppContants.XCX_LOGIN_PREFIX + mallMember.getId();
        String existToken = redisUtils.getString(redisKey);
        if (StrUtil.isNotBlank(existToken)) {
            Object o = redisUtils.get(existToken);
            if (ObjectUtil.isNotEmpty(o)) {
                redisUtils.del(existToken);
            }
        }
        String token = IdUtil.simpleUUID();
        redisUtils.set(token, JSONObject.toJSONString(mallMember), -1);
        redisUtils.set(redisKey, token, -1);
        Map<String, Object> authInfo = new HashMap<>();
        authInfo.put("token", token);
        authInfo.put("member", mallMember);
        authInfo.put("rasToken", generateAsaToken(token));
        return new FebsResponse().success().data(authInfo);
    }
 
    public String generateAsaToken(String token) {
        RSA rsa = new RSA(null, AppContants.PUBLIC_KEY);
//        return rsa.encryptBase64(token + "_" + System.currentTimeMillis(), KeyType.PublicKey);
        //去掉时间戳
        return rsa.encryptBase64(token, KeyType.PublicKey);
    }
 
 
 
    @ApiOperation("提问AI(流式)V2")
    @ApiResponses({
            @ApiResponse(code = 200, message = "流式响应", response = ApiMemberTalkStreamVo.class),
    })
    @PostMapping("/answer-streamV2")
    public Flux<FebsResponse> answerStreamV2(@RequestBody @Validated AiTalkAnswerStream dto) {
        if (StrUtil.isEmpty(dto.getQuestion())){
            return Flux.just(new FebsResponse().fail().message("请输入问题"));
        }
 
        long startTime = System.currentTimeMillis();
 
        Flowable<GenerationResult> result;
        try {
            result = callWithMessage();
        } catch (NoApiKeyException | InputRequiredException e) {
            e.printStackTrace();
            return Flux.just(new FebsResponse().fail().message("调用AI服务失败: " + e.getMessage()));
        }
 
        return Flux.from(result)
                .map(message -> {
                    String content = message.getOutput().getChoices().get(0).getMessage().getContent();
                    System.out.print(content);
                    return new FebsResponse().success().message(content);
                })
                .doOnComplete(() -> {
                    long endTime = System.currentTimeMillis();
                    System.out.println("运行时间:" + (endTime - startTime) + "毫秒");
                })
                .doOnError(error -> {
                    long endTime = System.currentTimeMillis();
                    System.err.println("运行时间:" + (endTime - startTime) + "毫秒,发生错误:" + error.getMessage());
                });
    }
 
 
    public static Flowable<GenerationResult> callWithMessage() throws NoApiKeyException, InputRequiredException {
        Generation gen = new Generation();
        Message systemMsg = Message.builder()
                .role(Role.SYSTEM.getValue())
                .content("You are a helpful assistant.")
                .build();
        Message userMsg = Message.builder()
                .role(Role.USER.getValue())
                .content("你是谁?")
                .build();
        GenerationParam param = GenerationParam.builder()
                // 若没有配置环境变量,请用阿里云百炼API Key将下行替换为:.apiKey("sk-xxx")
                .apiKey("sk-babdcf8799144134915cee2683794b2f")
                // 模型列表:https://help.aliyun.com/zh/model-studio/getting-started/models
                .model("qwen-plus")
//                .model("deepseek-r1")
//                .model("qwen-turbo-0624-ft-202508281725-c2dc")
                .messages(Arrays.asList(systemMsg, userMsg))
//                .resultFormat(GenerationParam.ResultFormat.TEXT)
                .resultFormat(GenerationParam.ResultFormat.MESSAGE)
                .incrementalOutput(true)
                .build();
        return gen.streamCall(param);
    }
    public static void main(String[] args) {
        //定义一个开始时间为启动这个main方法的开始时间,用于计算运行时间
        long startTime = System.currentTimeMillis();
 
        Flowable<GenerationResult> result = null;
        try {
            result = callWithMessage();
        } catch (NoApiKeyException e) {
            e.printStackTrace();
        } catch (InputRequiredException e) {
            e.printStackTrace();
        }
        Flux.from(result)
                .doOnNext(message -> {
                    String content = message.getOutput().getChoices().get(0).getMessage().getContent();
                    System.out.print(content);
                })
                .subscribe();
        long endTime = System.currentTimeMillis();
        System.out.println("运行时间:" + (endTime - startTime) + "毫秒");
//        result.blockingForEach(item -> {
////            log.info("item: {}", JSONUtil.toJsonStr(item));
//            // 提取文本内容
//            if (item.getOutput() != null && item.getOutput().getChoices() != null) {
//                item.getOutput().getChoices().forEach(choice -> {
//                    if (choice.getMessage() != null) {
//                        // 根据实际 API 文档确定使用哪个方法
////                        if (choice.getMessage().getContents() != null) {
////                            try {
////                                choice.getMessage().getContents().forEach(content -> {
////                                    if (content != null) {
////                                        System.out.print(content.getType());
////                                    }
////                                });
////                            } catch (NullPointerException e) {
////                                log.error("Error processing contents", e);
////                            }
////                        }
//                        if (choice.getMessage().getContent() != null) {
//                            System.out.print(choice.getMessage().getContent());
//                        }
//                    }
//                });
//            }
//        });
    }
}