diff --git a/cli/text2embeddings.py b/cli/text2embeddings.py
index e1b997b..3d9bd85 100644
--- a/cli/text2embeddings.py
+++ b/cli/text2embeddings.py
@@ -178,9 +178,11 @@ def run_as_cli(
         task_output_path = os.path.join(output_dir, task.document_id + ".json")
 
         try:
-            write_json_to_s3(task.model_dump_json(), task_output_path) if s3 else Path(
-                task_output_path
-            ).write_text(task.model_dump_json())
+            write_json_to_s3(
+                task.model_dump_json(indent=2), task_output_path
+            ) if s3 else Path(task_output_path).write_text(
+                task.model_dump_json(indent=2)
+            )
         except Exception as e:
             logger.info(
                 "Failed to write embeddings data to s3.",