diff --git a/lightrag_webui/src/components/graph/GraphControl.tsx b/lightrag_webui/src/components/graph/GraphControl.tsx
index 5e346e0c..74b1168f 100644
--- a/lightrag_webui/src/components/graph/GraphControl.tsx
+++ b/lightrag_webui/src/components/graph/GraphControl.tsx
@@ -48,24 +48,21 @@ const GraphControl = ({ disableHoverEffect }: { disableHoverEffect?: boolean })
    */
   useEffect(() => {
     if (sigmaGraph && sigma) {
-      // 确保 sigma 实例内部的 graph 引用被更新
+      // Ensure sigma binding to sigmaGraph
       try {
-        // 尝试直接设置 sigma 实例的 graph 引用
         if (typeof sigma.setGraph === 'function') {
           sigma.setGraph(sigmaGraph as unknown as AbstractGraph<NodeType, EdgeType>);
-          console.log('Directly set graph on sigma instance');
+          console.log('Binding graph to sigma instance');
         } else {
-          // 如果 setGraph 方法不存在，尝试直接设置 graph 属性
           (sigma as any).graph = sigmaGraph;
-          console.log('Set graph property on sigma instance');
+          console.warn('Simgma missing setGraph function, set graph property directly');
         }
       } catch (error) {
         console.error('Error setting graph on sigma instance:', error);
       }
 
-      // 应用布局
       assignLayout();
-      console.log('Layout applied to graph');
+      console.log('Initial layout applied to graph');
     }
   }, [sigma, sigmaGraph, assignLayout, maxIterations])
 
diff --git a/lightrag_webui/src/components/graph/GraphSearch.tsx b/lightrag_webui/src/components/graph/GraphSearch.tsx
index 0570acf3..c03a2467 100644
--- a/lightrag_webui/src/components/graph/GraphSearch.tsx
+++ b/lightrag_webui/src/components/graph/GraphSearch.tsx
@@ -93,7 +93,7 @@ export const GraphSearchInput = ({
   const loadOptions = useCallback(
     async (query?: string): Promise<OptionItem[]> => {
       if (onFocus) onFocus(null)
-      
+
       // Safety checks to prevent crashes
       if (!graph || !searchEngine) {
         // Reset cache to ensure fresh search engine initialization on next render
diff --git a/lightrag_webui/src/components/graph/ZoomControl.tsx b/lightrag_webui/src/components/graph/ZoomControl.tsx
index 67ca53ba..5739ea67 100644
--- a/lightrag_webui/src/components/graph/ZoomControl.tsx
+++ b/lightrag_webui/src/components/graph/ZoomControl.tsx
@@ -22,10 +22,10 @@ const ZoomControl = () => {
       // First clear any custom bounding box and refresh
       sigma.setCustomBBox(null)
       sigma.refresh()
-      
+
       // Get graph after refresh
       const graph = sigma.getGraph()
-      
+
       // Check if graph has nodes before accessing them
       if (!graph || graph.nodes().length === 0) {
         reset()
@@ -35,7 +35,7 @@ const ZoomControl = () => {
       // Get container dimensions for aspect ratio
       const container = sigma.getContainer()
       const containerWidth = container.offsetWidth
-      const containerHeight = container.offsetHeight      
+      const containerHeight = container.offsetHeight
       console.log('Container W:', containerWidth, 'H:', containerHeight)
 
       // Get all node positions
@@ -43,24 +43,24 @@ const ZoomControl = () => {
         x: graph.getNodeAttribute(node, 'x'),
         y: graph.getNodeAttribute(node, 'y')
       }))
-      
+
       // Calculate bounding box
       const minX = Math.min(...nodePositions.map(pos => pos.x))
       const maxX = Math.max(...nodePositions.map(pos => pos.x))
       const minY = Math.min(...nodePositions.map(pos => pos.y))
       const maxY = Math.max(...nodePositions.map(pos => pos.y))
-      
+
       // Calculate graph dimensions with minimal padding
       const width = maxX - minX
       const height = maxY - minY
       const padding = Math.max(width, height) * 0.05
       console.log('Graph W:', Math.round(width*100)/100, 'H:', Math.round(height*100)/100)
-      
+
       // Calculate base scale
       const scale = Math.min(
         containerWidth / (width + padding * 2),
         containerHeight / (height + padding * 2)
-      )      
+      )
       // Apply scaling factor (just don't know why)
       const ratio = (1 / scale) * 10
 
diff --git a/lightrag_webui/src/hooks/useLightragGraph.tsx b/lightrag_webui/src/hooks/useLightragGraph.tsx
index bf727138..73ac363f 100644
--- a/lightrag_webui/src/hooks/useLightragGraph.tsx
+++ b/lightrag_webui/src/hooks/useLightragGraph.tsx
@@ -577,7 +577,7 @@ const useLightrangeGraph = () => {
 
         // Update the dynamic edge map and invalidate search cache
         rawGraph.buildDynamicMap();
-        
+
         // Force search engine rebuild by invalidating cache
         searchCache.graph = null;
         searchCache.searchEngine = null;
@@ -724,7 +724,7 @@ const useLightrangeGraph = () => {
 
         // Rebuild the dynamic edge map and invalidate search cache
         rawGraph.buildDynamicMap();
-        
+
         // Force search engine rebuild by invalidating cache
         searchCache.graph = null;
         searchCache.searchEngine = null;