From b6c3e4e51eeab703b40284459c6e9fff2151216c Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Wed, 18 Mar 2026 18:25:09 -0500
Subject: Initial release: VARS - personalized LLM with RAG and user vector
 learning

---
 src/personalization/serving/__init__.py | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)
 create mode 100644 src/personalization/serving/__init__.py

(limited to 'src/personalization/serving/__init__.py')

diff --git a/src/personalization/serving/__init__.py b/src/personalization/serving/__init__.py
new file mode 100644
index 0000000..11adcf8
--- /dev/null
+++ b/src/personalization/serving/__init__.py
@@ -0,0 +1,22 @@
+# Personalization Serving Module
+#
+# This module provides the interface layer for the personalization system.
+
+from personalization.serving.personalized_llm import (
+    PersonalizedLLM,
+    AssistantResponse,
+    UsageStats,
+    DebugInfo,
+    Feedback,
+    create_personalized_llm,
+)
+
+__all__ = [
+    "PersonalizedLLM",
+    "AssistantResponse",
+    "UsageStats",
+    "DebugInfo",
+    "Feedback",
+    "create_personalized_llm",
+]
+
-- 
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