'commit'

dsRag/Util/EsSearchUtil.py

@@ -177,10 +177,12 @@ class EsSearchUtil:
             vector_int = 0
             for hit in vector_results['hits']['hits']:
                 if hit['_score'] > 0.6:  # 阀值0.6
-                    logger.info(f"   {vector_int + 1}. 文档ID: {hit['_id']}, 相似度分数: {hit['_score']:.2f}")
-                    logger.info(f"      内容: {hit['_source']['user_input']}")
-                    filtered_vector_hits.append(hit)
-                    vector_int += 1
+                    # 新增语义相关性检查
+                    if all(word in hit['_source']['user_input'] for word in jieba.lcut(query)):
+                        logger.info(f"   {vector_int + 1}. 文档ID: {hit['_id']}, 相似度分数: {hit['_score']:.2f}")
+                        logger.info(f"      内容: {hit['_source']['user_input']}")
+                        filtered_vector_hits.append(hit)
+                        vector_int += 1
 
             # 更新vector_results只包含通过过滤的文档
             vector_results['hits']['hits'] = filtered_vector_hits