diff --git a/docs/src/examples/s3_lambda.md b/docs/src/examples/s3_lambda.md
index 58e93b0d..d25242b3 100644
--- a/docs/src/examples/s3_lambda.md
+++ b/docs/src/examples/s3_lambda.md
@@ -2,7 +2,7 @@
## Store your data on S3 and use Lambda to compute embeddings and retrieve queries in production easily.
-
+
This is a great option if you're wanting to scale with your use case and save effort and costs of maintenance.
@@ -71,4 +71,4 @@ def handler(event, context):
"Content-Type": "application/json"
},
"body": rs.to_pandas().to_json()
- }```
+ }