diff --git a/lang_agent/pipeline.py b/lang_agent/pipeline.py
index a053cac..6f3f1cc 100644
--- a/lang_agent/pipeline.py
+++ b/lang_agent/pipeline.py
@@ -13,7 +13,7 @@ from langchain_core.messages import SystemMessage, HumanMessage, BaseMessage
 from langchain.agents import create_agent
 from langgraph.checkpoint.memory import MemorySaver
         
-from lang_agent.config import LLMNodeConfig
+from lang_agent.config import LLMNodeConfig, load_tyro_conf
 from lang_agent.graphs import AnnotatedGraph, ReactGraphConfig, RoutingConfig
 from lang_agent.base import GraphBase
 from lang_agent.components import conv_store
@@ -67,6 +67,12 @@ class PipelineConfig(LLMNodeConfig):
     # graph_config: AnnotatedGraph = field(default_factory=ReactGraphConfig)
     graph_config: AnnotatedGraph = field(default_factory=RoutingConfig)
 
+    def __post_init__(self):
+        if self.config_f is not None:
+            logger.info(f"loading config from {self.config_f}")
+            self.config = load_tyro_conf(self.config_f)
+
+        super().__post_init__()