diff --git a/kb_pipeline/platforms/bilibili.py b/kb_pipeline/platforms/bilibili.py
index 962e7bb..b698000 100644
--- a/kb_pipeline/platforms/bilibili.py
+++ b/kb_pipeline/platforms/bilibili.py
@@ -18,7 +18,6 @@ import asyncio
 import logging
 import os
 import re
-import sys
 import tempfile
 from pathlib import Path
 from typing import Dict, Any, Optional
@@ -27,21 +26,10 @@ from .base import PlatformAdapter
 from ..errors import NetworkError, AuthError
 from ..retry import retry_on_network_error
 from ..state import WorkflowStateManager
+from kb_workflow.metadata.bilibili_extractor import BilibiliExtractor
 
 logger = logging.getLogger(__name__)
 
-# Add kb-bilibili-metadata to path if not installed as package
-_BILIBILI_METADATA_PATH = Path(__file__).parent.parent.parent / "kb-bilibili-metadata"
-if _BILIBILI_METADATA_PATH.exists():
-    sys.path.insert(0, str(_BILIBILI_METADATA_PATH))
-
-try:
-    from bilibili_extractor import BilibiliExtractor
-    BILIBILI_EXTRACTOR_AVAILABLE = True
-except ImportError:
-    BILIBILI_EXTRACTOR_AVAILABLE = False
-    BilibiliExtractor = None
-
 
 class BilibiliAdapter(PlatformAdapter):
     """Bilibili platform adapter for video and article content
@@ -86,12 +74,6 @@ class BilibiliAdapter(PlatformAdapter):
             timeout: Request timeout in seconds (default 30)
             state_manager: Optional WorkflowStateManager for recording step status
         """
-        if not BILIBILI_EXTRACTOR_AVAILABLE:
-            raise ImportError(
-                "BilibiliExtractor not available. "
-                "Ensure kb-bilibili-metadata/bilibili_extractor.py is accessible."
-            )
-
         self._extractor = BilibiliExtractor(headless=headless, timeout=timeout)
         self._state_manager = state_manager
 
diff --git a/kb_pipeline/platforms/zhihu.py b/kb_pipeline/platforms/zhihu.py
index f7da945..609791f 100644
--- a/kb_pipeline/platforms/zhihu.py
+++ b/kb_pipeline/platforms/zhihu.py
@@ -11,17 +11,11 @@ from typing import Dict, Any, Optional
 from datetime import datetime
 import re
 import asyncio
-import sys
-from pathlib import Path
-
-# Add kb-zhihu-metadata to path for import
-_kb_zhihu_path = Path(__file__).parent.parent.parent / "kb-zhihu-metadata"
-if str(_kb_zhihu_path) not in sys.path:
-    sys.path.insert(0, str(_kb_zhihu_path))
 
 from kb_pipeline.platforms.base import PlatformAdapter
 from kb_pipeline.errors import AuthError
 from kb_pipeline.config import get_settings
+from kb_workflow.metadata.zhihu_extractor import ZhihuPlaywrightExtractor
 
 
 class ZhihuAdapter(PlatformAdapter):
@@ -89,24 +83,15 @@ class ZhihuAdapter(PlatformAdapter):
     def _get_extractor(self):
         """Get or create ZhihuPlaywrightExtractor instance.
 
-        Lazy import to avoid dependency issues when kb-zhihu-metadata is not installed.
-
         Returns:
             ZhihuPlaywrightExtractor instance
         """
         if self._extractor is None:
-            try:
-                from zhihu_extractor import ZhihuPlaywrightExtractor
-                self._extractor = ZhihuPlaywrightExtractor(
-                    headless=self.headless,
-                    timeout=self.timeout,
-                    cookie=self.cookie
-                )
-            except ImportError as e:
-                raise ImportError(
-                    "kb-zhihu-metadata module not found. "
-                    "Please ensure kb-zhihu-metadata directory exists."
-                ) from e
+            self._extractor = ZhihuPlaywrightExtractor(
+                headless=self.headless,
+                timeout=self.timeout,
+                cookie=self.cookie
+            )
         return self._extractor
 
     def _extract_with_playwright(self, url: str) -> Optional[Dict[str, Any]]: