diff --git a/swarms/memory/agent_memory.py b/swarms/memory/agent_memory.py
deleted file mode 100644
index f246c6cf..00000000
--- a/swarms/memory/agent_memory.py
+++ /dev/null
@@ -1,28 +0,0 @@
-from typing import Any, Dict, List
-
-from swarms.memory.base_memory import BaseChatMemory, get_prompt_input_key
-from swarms.memory.base import VectorStoreRetriever
-
-
-class AgentMemory(BaseChatMemory):
-    retriever: VectorStoreRetriever
-    """VectorStoreRetriever object to connect to."""
-
-    @property
-    def memory_variables(self) -> List[str]:
-        return ["chat_history", "relevant_context"]
-
-    def _get_prompt_input_key(self, inputs: Dict[str, Any]) -> str:
-        """Get the input key for the prompt."""
-        if self.input_key is None:
-            return get_prompt_input_key(inputs, self.memory_variables)
-        return self.input_key
-
-    def load_memory_variables(self, inputs: Dict[str, Any]) -> Dict[str, Any]:
-        input_key = self._get_prompt_input_key(inputs)
-        query = inputs[input_key]
-        docs = self.retriever.get_relevant_documents(query)
-        return {
-            "chat_history": self.chat_memory.messages[-10:],
-            "relevant_context": docs,
-        }