diff --git a/docs/latest/intro/quick-start.md b/docs/latest/intro/quick-start.md
index 6fc300d4..e6283cdf 100644
--- a/docs/latest/intro/quick-start.md
+++ b/docs/latest/intro/quick-start.md
@@ -26,7 +26,32 @@ cd Yuxi-Know
 - `main`: 最新开发版本（不稳定，新特性可能会导致新 bug）
 :::
 
-#### 2. 配置环境变量
+#### 2. 项目启动
+
+** 方法 1**：使用 init 脚本（推荐）
+
+我们提供了自动化的初始化脚本，可以帮您完成环境配置和 Docker 镜像拉取：
+
+```bash
+# Linux/macOS
+./scripts/init.sh
+
+# Windows PowerShell
+.\scripts\init.ps1
+```
+
+脚本会：
+- 检查并创建 `.env` 文件
+- 提示您输入 `SILICONFLOW_API_KEY`（必需）
+- 提示您输入 `TAVILY_API_KEY`（可选，用于搜索服务）
+- 自动拉取所有必需的 Docker 镜像
+
+::: tip API Key 获取
+- [硅基流动](https://cloud.siliconflow.cn/i/Eo5yTHGJ) 注册即送 14 元额度
+- [Tavily](https://app.tavily.com/) 获取搜索服务 API Key（可选）
+:::
+
+** 方法 2**：手动配置环境变量
 
 复制环境变量模板并编辑：
 
diff --git a/scripts/init.ps1 b/scripts/init.ps1
new file mode 100644
index 00000000..fc1d2421
--- /dev/null
+++ b/scripts/init.ps1
@@ -0,0 +1,93 @@
+# Yuxi-Know Initialization Script for PowerShell
+# This script helps set up the environment for the Yuxi-Know project
+# Note: API keys will be visible during input - use with care
+
+Write-Host "🚀 Initializing Yuxi-Know project..." -ForegroundColor Cyan
+Write-Host "==================================" -ForegroundColor Cyan
+
+# Check if .env file exists
+if (Test-Path ".env") {
+    Write-Host "✅ .env file already exists. Skipping environment setup." -ForegroundColor Green
+} else {
+    Write-Host "📝 .env file not found. Let's set up your environment variables." -ForegroundColor Yellow
+    Write-Host ""
+
+    # Get SILICONFLOW_API_KEY
+    Write-Host "🔑 SiliconFlow API Key required" -ForegroundColor Yellow
+    Write-Host "Get your API key from: https://cloud.siliconflow.cn/i/Eo5yTHGJ" -ForegroundColor Blue
+    Write-Host "Note: Press Ctrl+C at any time to cancel" -ForegroundColor Gray
+    Write-Host ""
+
+    do {
+        $apiKey = Read-Host "Please enter your SILICONFLOW_API_KEY"
+        if ([string]::IsNullOrEmpty($apiKey)) {
+            Write-Host "❌ API Key cannot be empty. Please try again." -ForegroundColor Red
+        }
+    } while ([string]::IsNullOrEmpty($apiKey))
+
+    # Get TAVILY_API_KEY (optional)
+    Write-Host ""
+    Write-Host "🔍 Tavily API Key (optional) - for search service" -ForegroundColor Yellow
+    Write-Host "Get your API key from: https://app.tavily.com/" -ForegroundColor Blue
+
+    $TAVILY_API_KEY = Read-Host "Please enter your TAVILY_API_KEY (press Enter to skip)"
+
+    # Create .env file
+    $envContent = @"
+# SiliconFlow API Key (required)
+SILICONFLOW_API_KEY=$apiKey
+
+# Tavily API Key (optional - for search service)
+"@
+
+    if (-not [string]::IsNullOrEmpty($TAVILY_API_KEY)) {
+        $envContent += "TAVILY_API_KEY=$TAVILY_API_KEY"
+    }
+
+    $envContent | Out-File -FilePath ".env" -Encoding UTF8
+    Write-Host "✅ .env file created successfully!" -ForegroundColor Green
+
+    # Clear the variables from memory
+    Remove-Variable -Name "apiKey" -ErrorAction SilentlyContinue
+    Remove-Variable -Name "TAVILY_API_KEY" -ErrorAction SilentlyContinue
+}
+
+Write-Host ""
+Write-Host "📦 Pulling Docker images..." -ForegroundColor Cyan
+Write-Host "=========================" -ForegroundColor Cyan
+
+# List of Docker images to pull
+$images = @(
+    "python:3.12-slim",
+    "node:20-slim",
+    "node:20-alpine",
+    "milvusdb/milvus:v2.5.6",
+    "neo4j:5.26",
+    "minio/minio:RELEASE.2023-03-20T20-16-18Z",
+    "ghcr.io/astral-sh/uv:0.7.2",
+    "nginx:alpine",
+    "quay.io/coreos/etcd:v3.5.5"
+)
+
+# Pull each image
+foreach ($image in $images) {
+    Write-Host "🔄 Pulling ${image}..." -ForegroundColor Yellow
+    try {
+        & docker/pull_image.ps1 $image
+        if ($LASTEXITCODE -eq 0) {
+            Write-Host "✅ Successfully pulled ${image}" -ForegroundColor Green
+        } else {
+            Write-Host "❌ Failed to pull ${image}" -ForegroundColor Red
+            exit 1
+        }
+    } catch {
+        Write-Host "❌ Error pulling ${image}: $_" -ForegroundColor Red
+        exit 1
+    }
+}
+
+Write-Host ""
+Write-Host "🎉 Initialization complete!" -ForegroundColor Green
+Write-Host "==========================" -ForegroundColor Green
+Write-Host "You can now run: docker compose up -d --build" -ForegroundColor Cyan
+Write-Host "This will start all services in development mode with hot-reload enabled." -ForegroundColor Cyan
\ No newline at end of file
diff --git a/scripts/init.sh b/scripts/init.sh
new file mode 100644
index 00000000..aa664122
--- /dev/null
+++ b/scripts/init.sh
@@ -0,0 +1,84 @@
+#!/bin/bash
+
+# Yuxi-Know Initialization Script for Bash/Linux/macOS
+# This script helps set up the environment for the Yuxi-Know project
+
+set -e
+
+echo "🚀 Initializing Yuxi-Know project..."
+echo "=================================="
+
+# Check if .env file exists
+if [ -f ".env" ]; then
+    echo "✅ .env file already exists. Skipping environment setup."
+else
+    echo "📝 .env file not found. Let's set up your environment variables."
+    echo ""
+
+    # Get SILICONFLOW_API_KEY
+    echo "🔑 SiliconFlow API Key required"
+    echo "Get your API key from: https://cloud.siliconflow.cn/i/Eo5yTHGJ"
+    while true; do
+        read -s -p "Please enter your SILICONFLOW_API_KEY: " SILICONFLOW_API_KEY
+        echo ""
+        if [ -z "$SILICONFLOW_API_KEY" ]; then
+            echo "❌ API Key cannot be empty. Please try again."
+        else
+            break
+        fi
+    done
+
+    # Get TAVILY_API_KEY (optional)
+    echo ""
+    echo "🔍 Tavily API Key (optional) - for search service"
+    echo "Get your API key from: https://app.tavily.com/"
+    read -p "Please enter your TAVILY_API_KEY (press Enter to skip): " TAVILY_API_KEY
+
+    # Create .env file
+    cat > .env << EOF
+# SiliconFlow API Key (required)
+SILICONFLOW_API_KEY=${SILICONFLOW_API_KEY}
+
+# Tavily API Key (optional - for search service)
+EOF
+
+    if [ -n "$TAVILY_API_KEY" ]; then
+        echo "TAVILY_API_KEY=${TAVILY_API_KEY}" >> .env
+    fi
+
+    echo "✅ .env file created successfully!"
+fi
+
+echo ""
+echo "📦 Pulling Docker images..."
+echo "========================="
+
+# List of Docker images to pull
+images=(
+    "python:3.12-slim"
+    "node:20-slim"
+    "node:20-alpine"
+    "milvusdb/milvus:v2.5.6"
+    "neo4j:5.26"
+    "minio/minio:RELEASE.2023-03-20T20-16-18Z"
+    "ghcr.io/astral-sh/uv:0.7.2"
+    "nginx:alpine"
+    "quay.io/coreos/etcd:v3.5.5"
+)
+
+# Pull each image
+for image in "${images[@]}"; do
+    echo "🔄 Pulling ${image}..."
+    if bash docker/pull_image.sh "$image"; then
+        echo "✅ Successfully pulled ${image}"
+    else
+        echo "❌ Failed to pull ${image}"
+        exit 1
+    fi
+done
+
+echo ""
+echo "🎉 Initialization complete!"
+echo "=========================="
+echo "You can now run: docker compose up -d --build"
+echo "This will start all services in development mode with hot-reload enabled."
\ No newline at end of file