diff --git a/backend/app/rag/llms/provider.py b/backend/app/rag/llms/provider.py
index d061c08b..b003c90a 100644
--- a/backend/app/rag/llms/provider.py
+++ b/backend/app/rag/llms/provider.py
@@ -119,7 +119,7 @@ class LLMProviderOption(BaseModel):
     ),
     LLMProviderOption(
         provider=LLMProvider.ANTHROPIC_VERTEX,
-        provider_display_name="Anthropic Vertex AI",
+        provider_display_name="Anthropic Vertex AI (Deprecated)",
         provider_description="Anthropic's Claude models are now generally available through Vertex AI.",
         provider_url="https://docs.anthropic.com/en/api/claude-on-vertex-ai",
         default_llm_model="claude-3-5-sonnet@20241022",
diff --git a/backend/app/utils/dspy.py b/backend/app/utils/dspy.py
index 4946c92c..81031ab7 100644
--- a/backend/app/utils/dspy.py
+++ b/backend/app/utils/dspy.py
@@ -75,7 +75,10 @@ def get_dspy_lm_by_llama_llm(llama_llm: BaseLLM) -> dspy.LM:
                 "Bedrock model " + llama_llm.model + " is not supported by dspy."
             )
     elif type(llama_llm) is Vertex:
-        raise ValueError("Vertex is not supported by dspy.")
+        return dspy.GoogleVertexAI(
+            model=llama_llm.model,
+            max_output_tokens=llama_llm.max_tokens or 8192,
+        )
     elif type(llama_llm) is Ollama:
         return DspyOllamaLocal(
             model=llama_llm.model,
diff --git a/frontend/app/src/pages/docs/llm.mdx b/frontend/app/src/pages/docs/llm.mdx
index 2d87fd1b..cefcdfaa 100644
--- a/frontend/app/src/pages/docs/llm.mdx
+++ b/frontend/app/src/pages/docs/llm.mdx
@@ -34,13 +34,9 @@ To learn more about OpenAI, please visit [OpenAI](https://platform.openai.com/).
 
 To learn more about Google Gemini, please visit [Google Gemini](https://gemini.google.com/).
 
-### Anthropic Vertex AI
-
-To learn more about Anthropic Vertex AI, please visit [Anthropic Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/partner-models/use-claude)
-
 ### Vertex AI
 
-To learn more about Vertex AI, please visit [Vertex AI](https://cloud.google.com/vertex-ai)
+To learn more about Vertex AI, please visit [Vertex AI](https://cloud.google.com/vertex-ai).
 
 ### Amazon Bedrock