fix(backend): Enforce strict age/gender filtering in prompt and tool schema

backend/agent/tools/data_retrieval_tool.py

@@ -80,6 +80,18 @@ class SearchItem(BaseModel):
     price_max: float | None = Field(..., description="Giá cao nhất (VD: 500000)")
     action: str = Field(..., description="Hành động: 'search' (tìm kiếm) hoặc 'visual_search' (phân tích ảnh)")
     
+    # Metadata Fields for Filtering
+    gender_by_product: str | None = None
+    age_by_product: str | None = None
+    product_name: str | None = None
+    style: str | None = None
+    master_color: str | None = None
+    season: str | None = None
+    material_group: str | None = None
+    fitting: str | None = None
+    form_neckline: str | None = None
+    form_sleeve: str | None = None
+
 
 class MultiSearchParams(BaseModel):
     """Tham số cho Parallel Multi-Search."""
@@ -87,6 +99,23 @@ class MultiSearchParams(BaseModel):
     searches: list[SearchItem] = Field(..., description="Danh sách các truy vấn tìm kiếm chạy song song")
 
 
+def _parse_query_metadata(query_str: str) -> dict:
+    """Parse structured query string explicitly generated by the Agent."""
+    import re
+    metadata = {}
+    if not query_str:
+        return metadata
+
+    # Matches "key: value" at the start of lines (handling indentation)
+    pattern = re.compile(r"^\s*([a-z_]+):\s*(.+?)\s*$", re.MULTILINE)
+    matches = pattern.findall(query_str)
+    
+    for key, value in matches:
+        if value and value.lower() != 'none':
+            metadata[key] = value.strip()
+            
+    return metadata
+
 
 @tool(args_schema=MultiSearchParams)
 # @traceable(run_type="tool", name="data_retrieval_tool")
@@ -101,16 +130,26 @@ async def data_retrieval_tool(searches: list[SearchItem]) -> str:
     """
     logger.info("data_retrieval_tool started, searches=%s", len(searches))
     try:
+        # Pre-process: Parse metadata from query string
+        for item in searches:
+            if item.query:
+                meta = _parse_query_metadata(item.query)
+                for k, v in meta.items():
+                    if hasattr(item, k):
+                        setattr(item, k, v)
+        
         # 0. Log input tổng quan (không log chi tiết dài)
         for idx, item in enumerate(searches):
             short_query = (item.query[:60] + "...") if item.query and len(item.query) > 60 else item.query
             logger.debug(
-                "search[%s] query=%r, code=%r, price_min=%r, price_max=%r",
+                "search[%s] query=%r, code=%r, price_min=%r, price_max=%r, gender=%r, age=%r",
                 idx,
                 short_query,
                 item.magento_ref_code,
                 item.price_min,
                 item.price_max,
+                item.gender_by_product,
+                item.age_by_product
             )