diff --git a/docs/my-website/docs/simple_proxy.md b/docs/my-website/docs/simple_proxy.md
index bbbf54d0f..3f877f660 100644
--- a/docs/my-website/docs/simple_proxy.md
+++ b/docs/my-website/docs/simple_proxy.md
@@ -185,6 +185,19 @@ $ litellm --model command-nightly
 
 ## Usage
 
+#### Replace openai base
+
+```python
+import openai 
+
+openai.api_base = "http://0.0.0.0:8000"
+
+print(openai.ChatCompletion.create(model="test", messages=[{"role":"user", "content":"Hey!"}]))
+```
+
+### Using with OpenAI compatible projects
+LiteLLM allows you to set `openai.api_base` to the proxy server and use all LiteLLM supported LLMs in any OpenAI supported project
+
 <Tabs>
 <TabItem value="lm-harness" label="LM-Harness Evals">
 This tutorial assumes you're using the `big-refactor` branch of LM Harness https://github.com/EleutherAI/lm-evaluation-harness/tree/big-refactor
@@ -323,10 +336,6 @@ print(result)
 </TabItem>
 </Tabs>
 
-
-### [TUTORIAL] LM-Evaluation Harness with TGI
-
-
 ## Advanced