diff --git a/README.md b/README.md
index 43afa3e307..7afeec81a8 100644
--- a/README.md
+++ b/README.md
@@ -42,7 +42,7 @@ LiteLLM manages
 - Exception mapping - common exceptions across providers are mapped to the OpenAI exception types.
 
 **10/05/2023:** LiteLLM is adopting Semantic Versioning for all commits. [Learn more](https://github.com/BerriAI/litellm/issues/532)  
-**10/16/2023:** **Self-hosted OpenAI-proxy server** [Learn more](https://docs.litellm.ai/docs/proxy_server#deploy-proxy)
+**10/16/2023:** **Self-hosted OpenAI-proxy server** [Learn more](https://docs.litellm.ai/docs/simple_proxy)
 
 # Usage ([**Docs**](https://docs.litellm.ai/docs/))