diff --git a/README.MD b/README.MD
index dd221687..3c276d28 100644
--- a/README.MD
+++ b/README.MD
@@ -228,7 +228,7 @@ Answer:
 }
 ```
 
-✅ Sparrow Parse Agent supports multi-page PDF documents. Example running private GPU backend `katanaml/sparrow-qwen2-vl-7b`:
+✅ Sparrow Parse Agent supports multi-page PDF documents. Example running private GPU backend `katanaml/sparrow-qwen2-vl-7b`. You can pass PDF document through the API endpoint, response will be structured per page with page number indicators:
 
 ```
 ./sparrow.sh "{"table\": [{"description": "str", "latest_amount": 0, "previous_amount": 0}]}" --agent "sparrow-parse" --debug --options huggingface --options katanaml/sparrow-qwen2-vl-7b --file-path "/data/oracle_10k_2014_q1_small.pdf" --debug-dir "/data/"