diff --git a/docs/my-website/docs/completion/output.md b/docs/my-website/docs/completion/output.md
index eda86ac2782..f705bc9f311 100644
--- a/docs/my-website/docs/completion/output.md
+++ b/docs/my-website/docs/completion/output.md
@@ -56,12 +56,13 @@ Here's what an example response looks like
You can also access information like latency.
```python
-import litellm
+from litellm import completion
+import os
os.environ["ANTHROPIC_API_KEY"] = "your-api-key"
messages=[{"role": "user", "content": "Hey!"}]
response = completion(model="claude-2", messages=messages)
-print(response.response_ms) # 616.25
+print(response.response_ms) # 616.25# 616.25
```
\ No newline at end of file
diff --git a/docs/my-website/docs/proxy_server.md b/docs/my-website/docs/proxy_server.md
index 5f80789a1e8..7e3a41835cf 100644
--- a/docs/my-website/docs/proxy_server.md
+++ b/docs/my-website/docs/proxy_server.md
@@ -288,6 +288,28 @@ admin.initiate_chat(
Credits [@Nathan](https://gist.github.com/CUexter) for this tutorial.
+
+
+### Setup ChatDev ([Docs](https://github.com/OpenBMB/ChatDev#%EF%B8%8F-quickstart))
+```shell
+git clone https://github.com/OpenBMB/ChatDev.git
+cd ChatDev
+conda create -n ChatDev_conda_env python=3.9 -y
+conda activate ChatDev_conda_env
+pip install -r requirements.txt
+```
+### Run ChatDev w/ Proxy
+```shell
+export OPENAI_API_KEY="sk-1234"
+```
+
+```shell
+export OPENAI_API_BASE="http://0.0.0.0:8000"
+```
+```shell
+python3 run.py --task "a script that says hello world" --name "hello world"
+```
+
```python