diff --git a/cerebrium/cortex/advanced-functionality/streaming.mdx b/cerebrium/cortex/advanced-functionality/streaming.mdx
index adf273a6..9730ccf0 100644
--- a/cerebrium/cortex/advanced-functionality/streaming.mdx
+++ b/cerebrium/cortex/advanced-functionality/streaming.mdx
@@ -3,9 +3,12 @@ title: "Streaming Endpoints"
---
Streaming allows users to stream live output from their models using server-sent event (SSE) streams. This works for Python objects which implement the
-iterator protocol which is anything that essentially uses the 'yield' command in Python. You can return any content types as long as it is returned as a string
+iterator protocol which is anything that essentially uses the 'yield' command in Python. You can return any content types as long as it is returned as a string
-This feature is currently in beta and so if you would like to stream output, please replace '**predict**' in your endpoint url with '**stream**'
+
+ This feature is currently in beta and so if you would like to stream output,
+ please replace '**predict**' in your endpoint url with '**stream**'
+
Let us see how we can implement a simple example below:
@@ -16,6 +19,6 @@ def predict(item, run_id, logger):
time.sleep(1)
```
-Once you deploy this code snippet and hit the stream endpoint, you will see the SSE events progressively appear. The latest Postman has great functionality to show this.
+Once you deploy this code snippet and hit the stream endpoint, you will see the SSE events progressively appear. The latest Postman has great functionality to show this.
-If you want to see an example of implementing this with Falcon-7b, please check out the example [here](https://github.com/CerebriumAI/examples/tree/master/7-streaming-endpoint)
\ No newline at end of file
+If you want to see an example of implementing this with Falcon-7b, please check out the example [here](https://github.com/CerebriumAI/examples/tree/master/7-streaming-endpoint)