From d78fda1d8925a652881ee2557ff08c92a42cb6ca Mon Sep 17 00:00:00 2001
From: yangdx <gzdaniel@me.com>
Date: Thu, 24 Jul 2025 04:31:06 +0800
Subject: [PATCH] Optimize logger message

---
 lightrag/operate.py | 2 +-
 lightrag/utils.py   | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/lightrag/operate.py b/lightrag/operate.py
index dbd4402c..a3075210 100644
--- a/lightrag/operate.py
+++ b/lightrag/operate.py
@@ -2104,7 +2104,7 @@ async def _build_query_context(
             }
         )
 
-    logger.info(
+    logger.debug(
         f"Initial KG query results: {len(entities_context)} entities, {len(relations_context)} relations"
     )
 
diff --git a/lightrag/utils.py b/lightrag/utils.py
index 574b5cb9..bd5aeab2 100644
--- a/lightrag/utils.py
+++ b/lightrag/utils.py
@@ -1872,8 +1872,8 @@ async def process_chunks_unified(
     if query_param.chunk_top_k is not None and query_param.chunk_top_k > 0:
         if len(unique_chunks) > query_param.chunk_top_k:
             unique_chunks = unique_chunks[: query_param.chunk_top_k]
-        logger.info(
-            f"Kept chunk_top-k: {len(unique_chunks)} chunks (original: {origin_count})"
+        logger.debug(
+            f"Kept chunk_top-k: {len(unique_chunks)} chunks (deduplicated original: {origin_count})"
         )
 
     # 3. Token-based final truncation