diff --git a/docker/docker-compose.dev.yml b/docker/docker-compose.dev.yml
index 0bd4bbd4..59801e34 100644
--- a/docker/docker-compose.dev.yml
+++ b/docker/docker-compose.dev.yml
@@ -46,7 +46,7 @@ services:
     command: npm run server
 
   graph:
-    image: neo4j:latest
+    image: neo4j:5.26
     container_name: graph-dev
     ports:
       - "7474:7474"
@@ -99,7 +99,7 @@ services:
       - app-network
 
   milvus:
-    image: milvusdb/milvus:latest
+    image: milvusdb/milvus:v2.5.6
     container_name: milvus-standalone-dev
     command: ["milvus", "run", "standalone"]
     security_opt:
diff --git a/web/src/views/HomeView.vue b/web/src/views/HomeView.vue
index aee5230e..55e34ab1 100644
--- a/web/src/views/HomeView.vue
+++ b/web/src/views/HomeView.vue
@@ -1,29 +1,58 @@
 <template>
-  <div class="welcome">
-    <header class="glass-header">江南语析</header>
-    <h1>{{ title }}</h1>
-    <p>大模型驱动的知识库管理工具</p>
-    <button class="home-btn" @click="goToChat">开始对话</button>
-    <img src="/home.png" alt="Placeholder Image" />
+  <div class="home-container">
+    <div class="hero-section">
+      <div class="glass-header">
+        <div class="logo">
+          <img src="/favicon.svg" alt="江南语析" class="logo-img" />
+          <span style="font-size: 1.3rem; font-weight: bold;">江南语析</span>
+        </div>
+        <div class="github-link">
+          <a href="https://github.com/xerrors/Yuxi-Know" target="_blank">
+            <svg height="24" width="24" viewBox="0 0 16 16" version="1.1">
+              <path fill-rule="evenodd" d="M8 0C3.58 0 0 3.58 0 8c0 3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38 0-.19-.01-.82-.01-1.49-2.01.37-2.53-.49-2.69-.94-.09-.23-.48-.94-.82-1.13-.28-.15-.68-.52-.01-.53.63-.01 1.08.58 1.23.82.72 1.21 1.87.87 2.33.66.07-.52.28-.87.51-1.07-1.78-.2-3.64-.89-3.64-3.95 0-.87.31-1.59.82-2.15-.08-.2-.36-1.02.08-2.12 0 0 .67-.21 2.2.82.64-.18 1.32-.27 2-.27.68 0 1.36.09 2 .27 1.53-1.04 2.2-.82 2.2-.82.44 1.1.16 1.92.08 2.12.51.56.82 1.27.82 2.15 0 3.07-1.87 3.75-3.65 3.95.29.25.54.73.54 1.48 0 1.07-.01 1.93-.01 2.2 0 .21.15.46.55.38A8.013 8.013 0 0016 8c0-4.42-3.58-8-8-8z"></path>
+            </svg>
+            <span class="stars-count">{{ isLoadingStars ? '加载中...' : githubStars }} ⭐</span>
+          </a>
+        </div>
+      </div>
 
-    <div class="github-info">
-      <a href="https://github.com/xerrors/Yuxi-Know" target="_blank">
-        <svg height="24" width="24" viewBox="0 0 16 16" version="1.1">
-          <path fill-rule="evenodd" d="M8 0C3.58 0 0 3.58 0 8c0 3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38 0-.19-.01-.82-.01-1.49-2.01.37-2.53-.49-2.69-.94-.09-.23-.48-.94-.82-1.13-.28-.15-.68-.52-.01-.53.63-.01 1.08.58 1.23.82.72 1.21 1.87.87 2.33.66.07-.52.28-.87.51-1.07-1.78-.2-3.64-.89-3.64-3.95 0-.87.31-1.59.82-2.15-.08-.2-.36-1.02.08-2.12 0 0 .67-.21 2.2.82.64-.18 1.32-.27 2-.27.68 0 1.36.09 2 .27 1.53-1.04 2.2-.82 2.2-.82.44 1.1.16 1.92.08 2.12.51.56.82 1.27.82 2.15 0 3.07-1.87 3.75-3.65 3.95.29.25.54.73.54 1.48 0 1.07-.01 1.93-.01 2.2 0 .21.15.46.55.38A8.013 8.013 0 0016 8c0-4.42-3.58-8-8-8z"></path>
-        </svg>
-        <span class="stars-count">{{ isLoadingStars ? '加载中...' : githubStars }} ⭐</span>
-      </a>
+      <div class="hero-content">
+        <h1 class="title">{{ title }}</h1>
+        <div class="description">
+          <p class="subtitle">大模型驱动的知识库管理工具</p>
+          <p class="features">
+            <span>📚 灵活知识库</span>
+            <span>🕸️ 知识图谱集成</span>
+            <span>🤖 多模型支持</span>
+          </p>
+        </div>
+        <button class="start-button" @click="goToChat">开始对话</button>
+      </div>
     </div>
 
-    <footer>© 江南语析 2025 [WIP] v0.12.138</footer>
+    <div class="preview-section">
+      <div class="preview-container">
+        <img src="/home.png" alt="系统预览" />
+        <div class="preview-overlay">
+          <div class="overlay-content">
+            <h3>强大的问答能力</h3>
+            <p>结合知识库与知识图谱，提供更准确、更全面的回答</p>
+          </div>
+        </div>
+      </div>
+    </div>
+
+    <footer>
+      <p>© 江南语析 2025 [WIP] v0.12.138</p>
+    </footer>
   </div>
 </template>
 
 <script setup>
-import { reactive, ref, onMounted } from 'vue'
+import { ref, onMounted } from 'vue'
 import { useRouter } from 'vue-router'
 
-const title = ref('📢 Yuxi-Know ✨')
+const title = ref('Yuxi-Know')
 const router = useRouter()
 const githubStars = ref(0)
 const isLoadingStars = ref(false)
@@ -49,117 +78,20 @@ const fetchGithubStars = async () => {
 onMounted(() => {
   fetchGithubStars()
 })
-
 </script>
 
-
 <style lang="less" scoped>
-.welcome {
+.home-container {
+  min-height: 100vh;
   display: flex;
   flex-direction: column;
-  align-items: center;
-  min-height: 100vh;
   color: #333;
-  text-align: center;
-  background: linear-gradient(168deg, #ffd6eb, #ffe7ca, #d3fffb, #dbebff, #ffd8ff);
-  background-size: 1000% 1000%;
-  animation: animateBackground 20s ease infinite;
+  background: linear-gradient(135deg, #f5f7fa, #e2e8f0, #f0f4f8, #eef2f7);
+  background-size: 400% 400%;
+  animation: gradientBackground 15s ease infinite;
 }
 
-
-
-header {
-  font-size: 1.2rem;
-  font-weight: bold;
-  color: var(--main-color);
-  width: 100%;
-  padding: 1rem 0;
-  backdrop-filter: blur(10px);
-  width: 100%;
-  background-color: rgba(255, 255, 255, 0.25);
-  border-bottom: 2px solid var(--main-color);
-}
-
-h1 {
-  font-size: 48px;
-  font-weight: 600;
-  margin-top: calc(20vh - 80px);
-  margin-bottom: 0;
-}
-
-p {
-  font-size: 18px;
-  text-align: center;
-}
-
-button.home-btn {
-  padding: 0.5rem 2rem;
-  font-size: 24px;
-  font-weight: bold;
-  color: white;
-  background-color: #333;
-  border: none;
-  border-radius: 3rem;
-  cursor: pointer;
-  transition: all 0.3s;
-  margin-top: 20px;
-  margin-bottom: calc(15vh - 80px);
-  transition: all 0.3s;
-
-  &:hover {
-    background-color: #555;
-    transform: translateY(-2px);
-    box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1);
-  }
-}
-
-img {
-  width: 700px;
-  height: auto;
-  object-fit: cover;
-  box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.05);
-  border-radius: 1rem;
-  max-width: 90%;
-}
-
-.github-info {
-  margin-top: 20px;
-
-  a {
-    display: flex;
-    align-items: center;
-    text-decoration: none;
-    color: #333;
-    padding: 8px 16px;
-    border-radius: 20px;
-    background-color: rgba(255, 255, 255, 0.5);
-    transition: all 0.3s;
-
-    &:hover {
-      background-color: rgba(255, 255, 255, 0.8);
-      transform: translateY(-2px);
-      box-shadow: 0px 3px 8px rgba(0, 0, 0, 0.1);
-    }
-
-    svg {
-      margin-right: 8px;
-    }
-
-    .stars-count {
-      font-weight: 600;
-      font-size: 16px;
-    }
-  }
-}
-
-footer {
-  font-size: 1rem;
-  color: #666;
-  margin-top: auto;
-  padding: 1rem 0;
-}
-/* 动态背景动画 */
-@keyframes animateBackground {
+@keyframes gradientBackground {
   0% {
     background-position: 0% 50%;
   }
@@ -170,4 +102,227 @@ footer {
     background-position: 0% 50%;
   }
 }
+
+.glass-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  width: 100%;
+  padding: 1.2rem 2rem;
+  background-color: rgba(255, 255, 255, 0.1);
+  backdrop-filter: blur(10px);
+  border-bottom: 1px solid rgba(255, 255, 255, 0.2);
+  position: fixed;
+  top: 0;
+  left: 0;
+  right: 0;
+  z-index: 100;
+}
+
+.logo {
+  display: flex;
+  align-items: center;
+  font-size: 1.4rem;
+  font-weight: bold;
+  color: var(--main-color, #333);
+
+  .logo-img {
+    height: 2rem;
+    margin-right: 0.6rem;
+  }
+}
+
+.github-link a {
+  display: flex;
+  align-items: center;
+  text-decoration: none;
+  color: #333;
+  padding: 0.6rem 1.2rem;
+  border-radius: 2rem;
+  background-color: rgba(255, 255, 255, 0.4);
+  transition: all 0.3s ease;
+
+  &:hover {
+    background-color: rgba(255, 255, 255, 0.6);
+    transform: translateY(-2px);
+    box-shadow: 0 4px 12px rgba(0, 0, 0, 0.08);
+  }
+
+  svg {
+    margin-right: 8px;
+  }
+
+  .stars-count {
+    font-weight: 600;
+  }
+}
+
+.hero-section {
+  height: 100vh;
+  display: flex;
+  flex-direction: column;
+  justify-content: center;
+  align-items: center;
+  text-align: center;
+  padding: 0 2rem;
+}
+
+.hero-content {
+  max-width: 800px;
+}
+
+.title {
+  font-size: 4rem;
+  font-weight: 700;
+  margin-bottom: 1.5rem;
+  background: linear-gradient(45deg, #333, #666);
+  -webkit-background-clip: text;
+  background-clip: text;
+  color: transparent;
+  text-shadow: 0 2px 10px rgba(0, 0, 0, 0.05);
+}
+
+.description {
+  margin-bottom: 2.5rem;
+}
+
+.subtitle {
+  font-size: 1.5rem;
+  font-weight: 500;
+  margin-bottom: 1.5rem;
+  color: #555;
+}
+
+.features {
+  display: flex;
+  justify-content: center;
+  gap: 1.5rem;
+  font-size: 1.1rem;
+
+  span {
+    padding: 0.5rem 1rem;
+    background-color: rgba(255, 255, 255, 0.6);
+    border-radius: 2rem;
+    box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
+  }
+}
+
+.start-button {
+  padding: 1rem 3rem;
+  font-size: 1.2rem;
+  font-weight: 600;
+  color: white;
+  background: linear-gradient(135deg, var(--main-color), var(--main-color-dark));
+  border: none;
+  border-radius: 3rem;
+  cursor: pointer;
+  transition: all 0.3s ease;
+  box-shadow: 0 4px 15px rgba(0, 0, 0, 0.1);
+
+  &:hover {
+    transform: translateY(-3px);
+    box-shadow: 0 7px 20px rgba(0, 0, 0, 0.15);
+    background: linear-gradient(135deg, #5a7dc5, #203156);
+  }
+
+  &:active {
+    transform: translateY(-1px);
+  }
+}
+
+.preview-section {
+  padding: 5rem 2rem;
+  display: flex;
+  justify-content: center;
+}
+
+.preview-container {
+  position: relative;
+  max-width: 1000px;
+  overflow: hidden;
+  border-radius: 1rem;
+  box-shadow: 0 20px 40px rgba(0, 0, 0, 0.1);
+  transition: all 0.3s ease;
+
+  &:hover {
+    transform: translateY(-5px);
+    box-shadow: 0 25px 50px rgba(0, 0, 0, 0.15);
+
+    .preview-overlay {
+      opacity: 1;
+    }
+  }
+
+  img {
+    width: 100%;
+    height: auto;
+    display: block;
+    transition: transform 0.5s ease;
+  }
+
+  .preview-overlay {
+    position: absolute;
+    bottom: 0;
+    left: 0;
+    right: 0;
+    background: linear-gradient(to top, rgba(0, 0, 0, 0.7), transparent);
+    padding: 2rem;
+    opacity: 0.8;
+    transition: opacity 0.3s ease;
+
+    .overlay-content {
+      color: white;
+
+      h3 {
+        font-size: 1.5rem;
+        margin-bottom: 0.5rem;
+      }
+
+      p {
+        font-size: 1rem;
+        opacity: 0.9;
+      }
+    }
+  }
+}
+
+footer {
+  margin-top: auto;
+  text-align: center;
+  padding: 2rem;
+  color: #666;
+  font-size: 0.9rem;
+}
+
+@media (max-width: 768px) {
+  .glass-header {
+    padding: 1rem;
+  }
+
+  .logo {
+    font-size: 1.2rem;
+  }
+
+  .title {
+    font-size: 2.5rem;
+  }
+
+  .subtitle {
+    font-size: 1.2rem;
+  }
+
+  .features {
+    flex-direction: column;
+    gap: 0.8rem;
+  }
+
+  .start-button {
+    padding: 0.8rem 2rem;
+    font-size: 1rem;
+  }
+
+  .preview-section {
+    padding: 3rem 1rem;
+  }
+}
 </style>