feat: persist cleaned question insights

ai_knowledge_base_v2/apps/backend/tests/test_admin_pagination.py

@@ -2,12 +2,14 @@ from sqlalchemy import create_engine
 from datetime import datetime, timedelta
 from sqlalchemy.orm import Session
 from sqlalchemy.pool import StaticPool
+from types import SimpleNamespace
 
 from app.api.admin_agent_records import attention_list, retrieval_logs
-from app.api.admin_records import ai_logs, chat_detail, chat_messages, question_insights
+from app.api.admin_records import ai_logs, chat_detail, chat_messages, question_insights, refresh_question_insights
 from app.api.admin_users import list_users
 from app.models import Base
 from app.models.chat import ChatMessage, ChatSession
+from app.models.insight import QuestionInsightCleanedQuestion
 from app.models.knowledge import HumanAttentionRecord, KnowledgeRetrievalLog
 from app.models.logs import AiRequestLog
 from app.models.user import User
@@ -129,6 +131,20 @@ def test_question_insights_clean_and_cluster_similar_user_questions():
         db.add(AiRequestLog(session_id=1, user_id=1, status="SUCCESS", prompt="用户问题：心光有哪些作业？", knowledge_hit=0))
         db.commit()
 
+        first_refresh = refresh_question_insights(
+            dateFrom=None,
+            dateTo=None,
+            maxMessages=100,
+            db=db,
+            current_admin=SimpleNamespace(id=1),
+        )["data"]
+        second_refresh = refresh_question_insights(
+            dateFrom=None,
+            dateTo=None,
+            maxMessages=100,
+            db=db,
+            current_admin=SimpleNamespace(id=1),
+        )["data"]
         response = question_insights(
             dateFrom=None,
             dateTo=None,
@@ -141,6 +157,11 @@ def test_question_insights_clean_and_cluster_similar_user_questions():
         )
 
         data = response["data"]
+        assert first_refresh["processedMessages"] == 4
+        assert first_refresh["acceptedQuestions"] == 4
+        assert first_refresh["filteredMessages"] == 1
+        assert second_refresh["processedMessages"] == 0
+        assert db.query(QuestionInsightCleanedQuestion).count() == 5
         assert data["summary"]["scannedMessages"] == 4
         assert data["summary"]["filteredMessages"] == 1
         assert data["summary"]["cleanedQuestions"] == 4