diff --git a/src/crewai/memory/memory.py b/src/crewai/memory/memory.py
index 9df09d3c7f..2a10066db3 100644
--- a/src/crewai/memory/memory.py
+++ b/src/crewai/memory/memory.py
@@ -23,5 +23,13 @@ def save(
 
         self.storage.save(value, metadata)
 
-    def search(self, query: str) -> Dict[str, Any]:
-        return self.storage.search(query)
+    def search(
+        self,
+        query: str,
+        limit: int = 3,
+        filters: dict = {},
+        score_threshold: float = 0.35,
+    ) -> Dict[str, Any]:
+        return self.storage.search(
+            query=query, limit=limit, filters=filters, score_threshold=score_threshold
+        )
diff --git a/src/crewai/memory/short_term/short_term_memory.py b/src/crewai/memory/short_term/short_term_memory.py
index 02fb2d00cf..d774fdb8f0 100644
--- a/src/crewai/memory/short_term/short_term_memory.py
+++ b/src/crewai/memory/short_term/short_term_memory.py
@@ -42,8 +42,16 @@ def save(
 
         super().save(value=item.data, metadata=item.metadata, agent=item.agent)
 
-    def search(self, query: str, score_threshold: float = 0.35):
-        return self.storage.search(query=query, score_threshold=score_threshold)  # type: ignore # BUG? The reference is to the parent class, but the parent class does not have this parameters
+    def search(
+        self,
+        query: str,
+        limit: int = 3,
+        filters: dict = {},
+        score_threshold: float = 0.35,
+    ):
+        return self.storage.search(
+            query=query, limit=limit, filters=filters, score_threshold=score_threshold
+        )  # type: ignore # BUG? The reference is to the parent class, but the parent class does not have this parameters
 
     def reset(self) -> None:
         try:
diff --git a/src/crewai/memory/storage/interface.py b/src/crewai/memory/storage/interface.py
index 0ffc1de162..ebcda9153b 100644
--- a/src/crewai/memory/storage/interface.py
+++ b/src/crewai/memory/storage/interface.py
@@ -7,7 +7,9 @@ class Storage:
     def save(self, value: Any, metadata: Dict[str, Any]) -> None:
         pass
 
-    def search(self, key: str) -> Dict[str, Any]:  # type: ignore
+    def search(
+        self, query: str, limit: int, filters: Dict, score_threshold: float
+    ) -> Dict[str, Any]:  # type: ignore
         pass
 
     def reset(self) -> None:
diff --git a/src/crewai/memory/storage/rag_storage.py b/src/crewai/memory/storage/rag_storage.py
index 6af1963709..d6d31582d6 100644
--- a/src/crewai/memory/storage/rag_storage.py
+++ b/src/crewai/memory/storage/rag_storage.py
@@ -92,14 +92,14 @@ def search(  # type: ignore # BUG?: Signature of "search" incompatible with supe
         self,
         query: str,
         limit: int = 3,
-        filter: Optional[dict] = None,
+        filters: Optional[dict] = None,
         score_threshold: float = 0.35,
     ) -> List[Any]:
         with suppress_logging():
             try:
                 results = (
-                    self.app.search(query, limit, where=filter)
-                    if filter
+                    self.app.search(query, limit, where=filters)
+                    if filters
                     else self.app.search(query, limit)
                 )
             except InvalidDimensionException:
diff --git a/src/crewai/memory/user/user_memory.py b/src/crewai/memory/user/user_memory.py
index c6aaad8134..60f4ddf06b 100644
--- a/src/crewai/memory/user/user_memory.py
+++ b/src/crewai/memory/user/user_memory.py
@@ -1,5 +1,6 @@
+from typing import Any, Dict, Optional
+
 from crewai.memory.memory import Memory
-from crewai.memory.user.user_memory_item import UserMemoryItem
 from crewai.memory.storage.mem0_storage import Mem0Storage
 
 
@@ -15,9 +16,22 @@ def __init__(self, crew=None):
         storage = Mem0Storage(type="user", crew=crew)
         super().__init__(storage)
 
-    def save(self, item: UserMemoryItem) -> None:
-        data = f"Remember the details about the user: {item.data}"
-        super().save(data, item.metadata, user=item.user)
+    def save(
+        self,
+        value,
+        metadata: Optional[Dict[str, Any]] = None,
+        agent: Optional[str] = None,
+    ) -> None:
+        data = f"Remember the details about the user: {value}"
+        super().save(data, metadata)
 
-    def search(self, query: str, score_threshold: float = 0.35):
-        return self.storage.search(query=query, score_threshold=score_threshold)
+    def search(
+        self,
+        query: str,
+        limit: int = 3,
+        filters: dict = {},
+        score_threshold: float = 0.35,
+    ):
+        return super().search(
+            query=query, limit=limit, filters=filters, score_threshold=score_threshold
+        )