GEO分析是否一致

@@ -119,24 +119,23 @@ class GeoQuestionRes extends Command
                         $hit_data = array_merge($url, $title, $hit_data);
                         $hit_data = array_merge($url, $title, $hit_data);
                     }
                     }
                     $hit = 0;
                     $hit = 0;
-                    //todo::与预期结果是否复合
-                    if(!empty($taskInfo['expect_result'])){
-                        $str = "客户提出的问题:{$question}，客户得到的回复:{$result['text']}，客户需要预期:{$taskInfo['expect_result']}，请分析得到的回复和预期是否一致，仅回复我是或者否";
-                        $strResult = $geo_service->getChatResult($str, 'gpt-4o-mini');
-                        if(isset($strResult['text']) && !empty($strResult['text'])){
-                            switch ($strResult['text']){
-                                case '是':
-                                    $is_match = 1;
-                                    $hit++;
-                                    break;
-                                case '否':
-                                    $is_match = 2;
-                                    break;
-                                default:
                     $is_match = 0;
                     $is_match = 0;
-                                    break;
-                            }
+                    $cosine = 0;
+                    $similarity = [];
+                    // TODO 有预期结果，分析答案和预期结果
+                    if(FALSE == empty($taskInfo['expect_result'])){
+                        $cosine_result = $geo_service->cosineSimilarity($taskInfo['expect_result'], $result['text']);
+                        // 语义是否一致
+                        if (FALSE == empty($cosine_result['judgement'])) {
+                            $is_match = $cosine_result['judgement'] == '语义相近' ? 1 : 2;
+                            $hit++;
                         }
                         }
+                        // 余弦相似度
+                        if (FALSE == empty($cosine_result['similarity']))
+                            $cosine = intval($cosine_result['similarity'] * 10000) / 100;
+                        // 语句拆解结果
+                        if (FALSE == empty($cosine_result['split_results']))
+                            $similarity = $cosine_result['split_results'];
                     }
                     }
                     $hit_keyword = $this->getKeywords($taskInfo['keywords'],$hit_data);
                     $hit_keyword = $this->getKeywords($taskInfo['keywords'],$hit_data);
                     if (!empty($hit_keyword['keywords'])) {
                     if (!empty($hit_keyword['keywords'])) {
@@ -165,6 +164,8 @@ class GeoQuestionRes extends Command
                         'url_num'=>$url_num ?? [],
                         'url_num'=>$url_num ?? [],
                         'is_match'=>$is_match ?? 0,
                         'is_match'=>$is_match ?? 0,
                         'label'=>$taskInfo['label'] ?? null,
                         'label'=>$taskInfo['label'] ?? null,
+                        'cosine' => $cosine,
+                        'similarity' => json_encode($similarity, true),
                         'created_at'=>date('Y-m-d H:i:s'),
                         'created_at'=>date('Y-m-d H:i:s'),
                         'updated_at'=>date('Y-m-d H:i:s'),
                         'updated_at'=>date('Y-m-d H:i:s'),
                     ];
                     ];

@@ -33,6 +33,7 @@ class CreateProject extends Command
     protected $description = '创建项目';
     protected $description = '创建项目';
 
 
     public function handle(){
     public function handle(){
+        dd(1);
         return $this->sync();
         return $this->sync();
     }
     }
 
 
@@ -42,10 +43,12 @@ class CreateProject extends Command
      * @throws \Exception
      * @throws \Exception
      */
      */
     public function sync($is_update = 0){
     public function sync($is_update = 0){
-        $company = '济南市莱芜凤城铝合金有限公司';
-        $mobile = '13806340552';
-        $plan = '标准版';
-        $cooperate_date = '2019-11-19';
+        $company = '山东临磨数控机床装备有限公司（自建站）';
+        $mobile = '18663004388';
+        $lead_name = '18663004388';
+        $plan = '商务版';
+        $cooperate_date = '2025-08-21';
+//        $channel = '{"user_id": "732", "zone_id": "1", "channel_id": "95"}';
         $channel = '{"user_id": "1989", "zone_id": "4", "channel_id": "13"}';
         $channel = '{"user_id": "1989", "zone_id": "4", "channel_id": "13"}';
 
 
         $title = date('Ymd') . '-' . $company;
         $title = date('Ymd') . '-' . $company;
@@ -53,7 +56,7 @@ class CreateProject extends Command
             'project'=>[
             'project'=>[
                 'title' => $title,
                 'title' => $title,
                 'company' => $company,
                 'company' => $company,
-                'lead_name' => $mobile,
+                'lead_name' => $lead_name,
                 'mobile' => $mobile,
                 'mobile' => $mobile,
                 'mysql_id'=>Project::MYSQL_ID,
                 'mysql_id'=>Project::MYSQL_ID,
                 'serve_id'=>9,
                 'serve_id'=>9,
@@ -61,7 +64,7 @@ class CreateProject extends Command
                 'channel' => $channel,
                 'channel' => $channel,
                 'requirement' => '',
                 'requirement' => '',
                 'cooperate_date' => $cooperate_date,
                 'cooperate_date' => $cooperate_date,
-                'from_order_id' => '',
+                'from_order_id' => uniqid(),
                 'type' => $is_update,
                 'type' => $is_update,
                 'is_upgrade'=>$is_update,
                 'is_upgrade'=>$is_update,
             ],
             ],

@@ -9,6 +9,8 @@
 
 
 namespace App\Services\Geo;
 namespace App\Services\Geo;
 
 
+use Illuminate\Support\Facades\Http;
+
 class GeoService
 class GeoService
 {
 {
     public $api_key = 'UkzZljFv83Z2qBi5YR1o3f2otAVWtug6';
     public $api_key = 'UkzZljFv83Z2qBi5YR1o3f2otAVWtug6';
@@ -108,4 +110,31 @@ class GeoService
         $data = http_post($url,json_encode($message,true),$header);
         $data = http_post($url,json_encode($message,true),$header);
         return $data;
         return $data;
     }
     }
+
+    /**
+     * 获取语句余弦相似度
+     * $text 会被拆解语句， 分析预警传$text
+     * @param string $standard             标准答案
+     * @param string $text                 需要分析的语句
+     * @param string $embedding_model
+     * @param string $similarity_method
+     * @return \Illuminate\Http\Client\Response
+     */
+    public function cosineSimilarity($standard, $text, $embedding_model = 'text-embedding-3-small', $similarity_method = 'cosine')
+    {
+        $url = 'http://knowledge_base.zabbix.waimaoq.com/v1/crud/split_similarity';
+        $header = [
+            'accept: application/json',
+            'Content-Type: application/json'
+        ];
+        $param = [
+            'text1' => $standard,
+            'text2' => $text,
+            'embedding_model' => $embedding_model,
+            'similarity_method' => $similarity_method
+        ];
+
+        $result = Http::post($url, $param);
+        return $result->json();
+    }
 }
 }