diff --git a/autogpt/autogpt/agents/agent.py b/autogpt/autogpt/agents/agent.py
index e6d62f0b4dc..650589a0b50 100644
--- a/autogpt/autogpt/agents/agent.py
+++ b/autogpt/autogpt/agents/agent.py
@@ -18,6 +18,7 @@
     ActionHistoryComponent,
     EpisodicActionHistory,
 )
+from forge.components.action_history.action_history import ActionHistoryConfiguration
 from forge.components.code_executor.code_executor import (
     CodeExecutorComponent,
     CodeExecutorConfiguration,
@@ -115,6 +116,9 @@ def __init__(
                 settings.history,
                 lambda x: self.llm_provider.count_tokens(x, self.llm.name),
                 llm_provider,
+                ActionHistoryConfiguration(
+                    model_name=app_config.fast_llm, max_tokens=self.send_token_limit
+                ),
             )
             .run_after(WatchdogComponent)
             .run_after(SystemComponent)