found more errors in the paths

Author: bitflicker64

content/cn/docs/_index.md

@@ -15,11 +15,11 @@ Apache HugeGraph 是一套完整的图数据库生态系统，支持 OLTP 实时
 
 | 我想要... | 从这里开始 |
 |----------|-----------|
-| **运行图查询** (OLTP) | [HugeGraph Server 快速开始](quickstart/hugegraph/hugegraph-server.md) |
-| **大规模图计算** (OLAP) | [图计算引擎](quickstart/computing/hugegraph-computer.md) |
-| **构建 AI/RAG 应用** | [HugeGraph-AI](quickstart/hugegraph-ai) |
-| **批量导入数据** | [HugeGraph Loader](quickstart/hugegraph-loader) |
-| **可视化管理图** | [Hubble Web UI](quickstart/hugegraph-hubble) |
+| **运行图查询** (OLTP) | [HugeGraph Server 快速开始](quickstart/hugegraph/hugegraph-server) |
+| **大规模图计算** (OLAP) | [图计算引擎](quickstart/computing/hugegraph-computer) |
+| **构建 AI/RAG 应用** | [HugeGraph-AI](quickstart/hugegraph-ai/quick_start) |
+| **批量导入数据** | [HugeGraph Loader](quickstart/toolchain/hugegraph-loader) |
+| **可视化管理图** | [Hubble Web UI](quickstart/toolchain/hugegraph-hubble) |
 
 ### 生态系统一览
 
@@ -55,4 +55,4 @@ Apache HugeGraph 是一套完整的图数据库生态系统，支持 OLTP 实时
 | **分布式** | 海量存储、存算分离 | < 1000TB |
 | **Docker** | 快速体验 | 任意 |
 
-[📖 详细介绍](introduction/)
+[📖 详细介绍](introduction/README)

content/en/docs/_index.md

@@ -15,11 +15,11 @@ Apache HugeGraph is a complete graph database ecosystem, supporting OLTP real-ti
 
 | I want to... | Start here |
 |----------|-----------|
-| **Run graph queries** (OLTP) | [HugeGraph Server Quickstart](quickstart/hugegraph/hugegraph-server.md) |
-| **Large-scale graph computing** (OLAP) | [Graph Computing Engine](quickstart/computing/hugegraph-computer.md) |
-| **Build AI/RAG applications** | [HugeGraph-AI](quickstart/hugegraph-ai) |
-| **Batch import data** | [HugeGraph Loader](quickstart/hugegraph-loader) |
-| **Visualize and manage graphs** | [Hubble Web UI](quickstart/hugegraph-hubble) |
+| **Run graph queries** (OLTP) | [HugeGraph Server Quickstart](quickstart/hugegraph/hugegraph-server) |
+| **Large-scale graph computing** (OLAP) | [Graph Computing Engine](quickstart/computing/hugegraph-computer) |
+| **Build AI/RAG applications** | [HugeGraph-AI](quickstart/hugegraph-ai/quick_start) |
+| **Batch import data** | [HugeGraph Loader](quickstart/toolchain/hugegraph-loader) |
+| **Visualize and manage graphs** | [Hubble Web UI](quickstart/toolchain/hugegraph-hubble) |
 
 ### Ecosystem Overview
 
@@ -55,4 +55,4 @@ Apache HugeGraph is a complete graph database ecosystem, supporting OLTP real-ti
 | **Distributed** | Massive storage, compute-storage separated | < 1000TB |
 | **Docker** | Quick start | Any |
 
-[📖 Detailed Introduction](introduction/)
+[📖 Detailed Introduction](introduction/README)

dist/validate-links.sh

@@ -13,15 +13,15 @@ while read -r FILE; do
     # Using grep to find all matching links in the file
     while read -r MATCH; do
         if [ -z "$MATCH" ]; then continue; fi
-        
+
         # Extract URL from ](url)
         LINK=${MATCH#*](}
         LINK=${LINK%)}
-        
+
         # Remove anchor and query parameters
         CLEAN_LINK=$(echo "$LINK" | cut -d'#' -f1 | cut -d'?' -f1)
         CLEAN_LINK=${CLEAN_LINK%/}
-        
+
         # Determine target file path based on language prefix
         if [[ "$CLEAN_LINK" == /docs/* ]]; then
             TARGET_PATH="content/en${CLEAN_LINK}"
@@ -33,7 +33,7 @@ while read -r FILE; do
 
         # Check for file existence variations
         FOUND=false
-        
+
         # Check 1: As .md file
         if [[ -f "${TARGET_PATH}.md" ]]; then
             FOUND=true
@@ -47,7 +47,7 @@ while read -r FILE; do
         elif [[ -f "${TARGET_PATH}/README.md" ]]; then
             FOUND=true
         fi
-        
+
         if [ "$FOUND" = false ]; then
             echo "Error: Broken link in $FILE"
             echo "  Link: $LINK"