From 2f0aa7ed121564e98beab5958707b2f188660024 Mon Sep 17 00:00:00 2001
From: yangdx <gzdaniel@me.com>
Date: Sat, 2 Aug 2025 12:54:22 +0800
Subject: [PATCH] Optimize graph query by simplifying MATCH pattern

- Simplify MATCH clause to ()-[r]-()
- Remove node type constraints
- Improve query performance
---
 lightrag/kg/postgres_impl.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lightrag/kg/postgres_impl.py b/lightrag/kg/postgres_impl.py
index 7fb1935c..7edfdad1 100644
--- a/lightrag/kg/postgres_impl.py
+++ b/lightrag/kg/postgres_impl.py
@@ -3289,7 +3289,7 @@ class PGGraphStorage(BaseGraphStorage):
         query = f"""
             SELECT * FROM cypher('{self.graph_name}', $$
                 UNWIND {chunk_ids_str} AS chunk_id
-                MATCH (a:base)-[r]-(b:base)
+                MATCH ()-[r]-()
                 WHERE r.source_id IS NOT NULL AND chunk_id IN split(r.source_id, '{GRAPH_FIELD_SEP}')
                 RETURN DISTINCT r, startNode(r) AS source, endNode(r) AS target
             $$) AS (edge agtype, source agtype, target agtype);