From c423f37f624d4de067823aae6fe52dc459a168f4 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Wed, 29 Jan 2025 21:00:42 +0800
Subject: [PATCH] Lower log level for keyword outputs

---
 lightrag/operate.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lightrag/operate.py b/lightrag/operate.py
index 10c76bcc..66e4533c 100644
--- a/lightrag/operate.py
+++ b/lightrag/operate.py
@@ -590,8 +590,8 @@ async def kg_query(
         query, query_param, global_config, hashing_kv
     )
 
-    logger.info(f"High-level keywords: {hl_keywords}")
-    logger.info(f"Low-level  keywords: {ll_keywords}")
+    logger.debug(f"High-level keywords: {hl_keywords}")
+    logger.debug(f"Low-level  keywords: {ll_keywords}")
 
     # Handle empty keywords
     if hl_keywords == [] and ll_keywords == []: