diff --git a/docs/my-website/docs/proxy/quick_start.md b/docs/my-website/docs/proxy/quick_start.md
index 69712e46a1c..050d9b5983f 100644
--- a/docs/my-website/docs/proxy/quick_start.md
+++ b/docs/my-website/docs/proxy/quick_start.md
@@ -283,27 +283,6 @@ response = client.chat.completions.create(model="gpt-3.5-turbo", messages = [
print(response)
-```
-
-
-
-```python
-from litellm import completion
-
-response = completion(
- model="openai/gpt-3.5-turbo",
- messages = [
- {
- "role": "user",
- "content": "this is a test request, write a short poem"
- }
- ],
- api_key="anything",
- base_url="http://0.0.0.0:4000"
- )
-
-print(response)
-
```
@@ -369,6 +348,29 @@ query_result = embeddings.embed_query(text)
print(f"TITAN EMBEDDINGS")
print(query_result[:5])
+```
+
+
+
+This is **not recommended**. There is duplicate logic as the proxy also uses the sdk, which might lead to unexpected errors.
+
+```python
+from litellm import completion
+
+response = completion(
+ model="openai/gpt-3.5-turbo",
+ messages = [
+ {
+ "role": "user",
+ "content": "this is a test request, write a short poem"
+ }
+ ],
+ api_key="anything",
+ base_url="http://0.0.0.0:4000"
+ )
+
+print(response)
+
```