diff --git a/docs/my-website/docs/embedding/supported_embedding.md b/docs/my-website/docs/embedding/supported_embedding.md
index 52cfee7ac32..ebf7a29ebc3 100644
--- a/docs/my-website/docs/embedding/supported_embedding.md
+++ b/docs/my-website/docs/embedding/supported_embedding.md
@@ -320,8 +320,6 @@ from litellm import embedding
 litellm.vertex_project = "hardy-device-38811" # Your Project ID
 litellm.vertex_location = "us-central1"  # proj location
 
-
-os.environ['VOYAGE_API_KEY'] = ""
 response = embedding(
     model="vertex_ai/textembedding-gecko",
     input=["good morning from litellm"],
diff --git a/docs/my-website/docs/providers/vertex.md b/docs/my-website/docs/providers/vertex.md
index 014a29bf11c..b45be264f27 100644
--- a/docs/my-website/docs/providers/vertex.md
+++ b/docs/my-website/docs/providers/vertex.md
@@ -477,6 +477,36 @@ print(response)
 | code-gecko@latest| `completion('code-gecko@latest', messages)` |
 
 
+## Embedding Models
+
+#### Usage - Embedding
+```python
+import litellm
+from litellm import embedding
+litellm.vertex_project = "hardy-device-38811" # Your Project ID
+litellm.vertex_location = "us-central1"  # proj location
+
+response = embedding(
+    model="vertex_ai/textembedding-gecko",
+    input=["good morning from litellm"],
+)
+print(response)
+```
+
+#### Supported Embedding Models
+All models listed [here](https://github.com/BerriAI/litellm/blob/57f37f743886a0249f630a6792d49dffc2c5d9b7/model_prices_and_context_window.json#L835) are supported
+
+| Model Name               | Function Call                                                                                                                                                      |
+|--------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| textembedding-gecko | `embedding(model="vertex_ai/textembedding-gecko", input)` | 
+| textembedding-gecko-multilingual | `embedding(model="vertex_ai/textembedding-gecko-multilingual", input)` | 
+| textembedding-gecko-multilingual@001 | `embedding(model="vertex_ai/textembedding-gecko-multilingual@001", input)` | 
+| textembedding-gecko@001 | `embedding(model="vertex_ai/textembedding-gecko@001", input)` | 
+| textembedding-gecko@003 | `embedding(model="vertex_ai/textembedding-gecko@003", input)` | 
+| text-embedding-preview-0409 | `embedding(model="vertex_ai/text-embedding-preview-0409", input)` |
+| text-multilingual-embedding-preview-0409 | `embedding(model="vertex_ai/text-multilingual-embedding-preview-0409", input)` | 
+
+
 ## Extra
 
 ### Using `GOOGLE_APPLICATION_CREDENTIALS`