feat: configure context compression for auto agent

Author: shangkunwang01

MaxKernel/auto_agent/agent.py

@@ -4,6 +4,7 @@
 for the human-in-the-loop kernel generation process.
 """
 
+from google.adk.apps.app import App, EventsCompactionConfig
 from auto_agent.subagents.autotuning.agent import autotune_agent
 from auto_agent.subagents.kernel_writing import (
   implement_kernel_agent,
@@ -29,4 +30,16 @@
   max_iterations=5,
 )
 
-__all__ = ["root_agent"]
+compaction_config = EventsCompactionConfig(
+  token_threshold=200000,
+  event_retention_size=100,
+)
+
+app = App(
+  name="auto_agent",
+  root_agent=root_agent,
+  events_compaction_config=compaction_config,
+)
+
+__all__ = ["root_agent", "app"]
+