diff --git a/__init__.py b/__init__.py
index f99ab0e..03193a2 100644
--- a/__init__.py
+++ b/__init__.py
@@ -260,14 +260,6 @@ class Mem0LocalMemoryProvider(MemoryProvider):
         self._agent_id = self._config.get("agent_id", "hermes")
         self._rerank = self._config.get("rerank", True)
 
-    def _read_filters(self) -> Dict[str, Any]:
-        """Filters for search/get_all — scoped to user only."""
-        return {"user_id": self._user_id}
-
-    def _write_filters(self) -> Dict[str, Any]:
-        """Filters for add — scoped to user + agent."""
-        return {"user_id": self._user_id, "agent_id": self._agent_id}
-
     def system_prompt_block(self) -> str:
         return (
             "# Mem0 Memory (Local)\n"
@@ -276,8 +268,13 @@ class Mem0LocalMemoryProvider(MemoryProvider):
             "mem0_profile for a full overview."
         )
 
-    def prefetch(self, query: str, *, session_id: str = "") -> str:
-        """Return cached prefetch result from previous turn."""
+    def prefetch(self, query: str = "", *, session_id: str = "") -> str:
+        """Return cached prefetch result from previous turn.
+
+        Args:
+            query: Deprecated, kept for API compatibility.
+            session_id: Session identifier.
+        """
         if self._prefetch_thread and self._prefetch_thread.is_alive():
             self._prefetch_thread.join(timeout=3.0)
         with self._prefetch_lock:
@@ -299,7 +296,11 @@ class Mem0LocalMemoryProvider(MemoryProvider):
                 limit=5,
             )
             if results:
-                lines = [r.get("text", "") for r in results if r.get("text")]
+                lines = [
+                    r.get("text") or r.get("memory", "")
+                    for r in results
+                    if r.get("text") or r.get("memory")
+                ]
                 if lines:
                     self._record_success()
                     return "\n".join(f"- {line}" for line in lines)
@@ -427,6 +428,7 @@ class Mem0LocalMemoryProvider(MemoryProvider):
                 client.add(
                     message=conclusion,
                     user_id=self._user_id,
+                    agent_id=self._agent_id,
                 )
                 self._record_success()
                 return json.dumps({"result": "Fact stored."})
diff --git a/client.py b/client.py
index 2dbb234..31fe6f1 100644
--- a/client.py
+++ b/client.py
@@ -94,17 +94,20 @@ class LocalMem0Client:
         self,
         message: str,
         user_id: Optional[str] = None,
+        agent_id: Optional[str] = None,
         metadata: Optional[Dict] = None,
     ) -> Dict:
         """Add a new memory.
 
         API: POST /add
-        Request: {message, user_id, metadata}
+        Request: {message, user_id, agent_id, metadata}
         Response: {success, memory_id, message}
         """
         payload = {"message": message}
         if user_id:
             payload["user_id"] = user_id
+        if agent_id:
+            payload["agent_id"] = agent_id
         if metadata:
             payload["metadata"] = metadata
         return self._request("POST", "/add", json=payload)