diff --git a/libs/langchain/langchain/callbacks/context_callback.py b/libs/langchain/langchain/callbacks/context_callback.py
index 12791d9119..6306763114 100644
--- a/libs/langchain/langchain/callbacks/context_callback.py
+++ b/libs/langchain/langchain/callbacks/context_callback.py
@@ -33,7 +33,7 @@ def import_context() -> Any:
 class ContextCallbackHandler(BaseCallbackHandler):
     """Callback Handler that records transcripts to the Context service.
 
-     (https://getcontext.ai).
+     (https://context.ai).
 
     Keyword Args:
         token (optional): The token with which to authenticate requests to Context.
@@ -122,7 +122,7 @@ class ContextCallbackHandler(BaseCallbackHandler):
         """Run when the chat model is started."""
         llm_model = kwargs.get("invocation_params", {}).get("model", None)
         if llm_model is not None:
-            self.metadata["llm_model"] = llm_model
+            self.metadata["model"] = llm_model
 
         if len(messages) == 0:
             return