diff --git a/litellm/llms/openai/embeddings/guardrail_translation/__init__.py b/litellm/llms/openai/embeddings/guardrail_translation/__init__.py
new file mode 100644
index 00000000000..a60662282ca
--- /dev/null
+++ b/litellm/llms/openai/embeddings/guardrail_translation/__init__.py
@@ -0,0 +1,13 @@
+"""OpenAI Embeddings handler for Unified Guardrails."""
+
+from litellm.llms.openai.embeddings.guardrail_translation.handler import (
+    OpenAIEmbeddingsHandler,
+)
+from litellm.types.utils import CallTypes
+
+guardrail_translation_mappings = {
+    CallTypes.embedding: OpenAIEmbeddingsHandler,
+    CallTypes.aembedding: OpenAIEmbeddingsHandler,
+}
+
+__all__ = ["guardrail_translation_mappings", "OpenAIEmbeddingsHandler"]