Build lightweight AI agent admin

backend-fastapi/ai_platform/knowledge/schemas/retrieval_log_schema.py

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+"""
+检索日志 Schema
+"""
+from typing import Optional, List, Dict, Any
+from datetime import datetime
+
+from pydantic import BaseModel, Field, ConfigDict
+
+from app.base_schema import CSTDatetime
+
+
+class RetrievalLogResponse(BaseModel):
+    """检索日志输出"""
+    id: str
+    query: str
+    knowledge_base_ids: List[str] = []
+    retrieval_mode: str = "hybrid"
+    top_k: int = 5
+    score_threshold: float = 0.5
+    result_count: int = 0
+    results: Optional[List[Dict[str, Any]]] = None
+    rerank_applied: str = "false"
+    elapsed_time: int = 0
+    source: Optional[str] = None
+    user_id: Optional[str] = None
+    sys_create_datetime: Optional[CSTDatetime] = None
+
+    model_config = ConfigDict(from_attributes=True)