diff --git a/.gitea/workflows/deploy.master.yml b/.gitea/workflows/deploy.master.yml
new file mode 100644
index 0000000..e832654
--- /dev/null
+++ b/.gitea/workflows/deploy.master.yml
@@ -0,0 +1,219 @@
+name: CI/CD Pipeline
+
+on:
+  push:
+    branches:
+      - master  # 触发构建的分支
+
+env:
+  # ========== 环境变量配置 ==========
+  DOCKER_REGISTRY_URL: ${{vars.DOCKER_REGISTRY_URL}}          # 私有Docker镜像仓库地址
+  INTERNAL_DOCKER_REGISTRY_URL: ${{vars.INTERNAL_DOCKER_REGISTRY_URL}}
+  PROJECT_NAME: llmx            # 项目名称
+  MAIN_COMPOSE_FILE: docker/docker-compose.master.main.yml
+  AGENT_COMPOSE_FILE: docker/docker-compose.master.agent.yml
+  SERVER_PASSWORD: ${{ secrets.SERVER_PASSWORD }}  # 仓库密码
+  JCNC_GITEA_URL: ${{vars.SERVER_GITEA_URL}} # Gitea地址
+  RUNNER_TOOL_CACHE: /opt/tools-cache       # 工具缓存目录
+  GRADLE_CACHE_KEY: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+  SPRING_PROFILES_ACTIVE: master
+  INTERNAL_SERVER_HOST: ${{ vars.INTERNAL_SERVER_HOST }}
+  INTERNAL_SERVER_PROT: ${{ vars.INTERNAL_SERVER_PROT }}
+  SINGAPORE_SERVER_HOST: ${{ vars.SINGAPORE_SERVER_HOST }}
+  SSH_PROT: ${{ vars.SSH_PROT }}
+jobs:
+  build-and-deploy:
+    runs-on: ubuntu-latest
+    container:
+      image: jcnc/act-runner:latest         # 使用自定义Runner镜像
+      options: --user root                  # 以root用户运行（需要docker权限）
+
+    steps:
+      # ========== 1. 代码检出 ==========
+      - name: 🛒 Checkout source code
+        uses: ${{env.JCNC_GITEA_URL}}/actions/checkout@v4
+        with:
+          fetch-depth: 0                    # 获取完整git历史（某些插件需要）
+
+      # ========== 2. Docker环境准备 ==========
+      - name: 🐳 Install Docker Environment
+        run: |
+          echo "=== 检查Docker安装状态 ==="
+          if ! command -v docker >/dev/null; then
+            echo "❌ Docker未安装，开始安装..."
+            curl -fsSL https://get.docker.com | sh | tee docker-install.log
+            echo "✅ Docker安装完成"
+            echo "✅ Docker Compose安装完成"
+          else
+            echo "ℹ️ Docker已安装，版本: $(docker -v)"
+            echo "ℹ️ Docker Compose已安装，版本: $(docker compose version)"
+          fi
+
+      # ========== 3. Gradle环境准备 ==========
+      - name: 🔧 Prepare Gradle Environment
+        run: |
+          echo "赋予gradlew执行权限..."
+          chmod +x gradlew
+          echo "当前目录结构:"
+          ls -al
+      # ========== 4. 恢复缓存 ==========
+      - name: 📦 Use Cache
+        id: cache
+        uses: ${{env.JCNC_GITEA_URL}}/actions/cache/restore@v4
+        with:
+          path: |
+            ~/.gradle/caches
+            ~/.gradle/wrapper
+            ~/.cache
+          key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+            ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+        env:
+          ACTIONS_RUNNER_DEBUG: true       # 启用缓存调试输出
+
+      - name: ⚙️ Setup Gradle
+        uses: ${{env.JCNC_GITEA_URL}}/gradle/actions/setup-gradle@v4
+        with:
+          gradle-version: wrapper           # 使用项目自带的gradle-wrapper
+      - name: 📦 Copy Compose File to Internal Server
+        uses: ${{env.JCNC_GITEA_URL}}/appleboy/scp-action@v1
+        with:
+          host: ${{ env.INTERNAL_SERVER_HOST }}
+          port: $INTERNAL_SERVER_PROT
+          username: root
+          password: ${{ secrets.INTERNAL_SERVER_PASSWORD }}
+          source: $MAIN_COMPOSE_FILE
+          target: "/home/luke/deploy/llmx/docker-compose.master.yml"
+      - name: 📦 Copy Compose File to Singapore Server
+        uses: ${{env.JCNC_GITEA_URL}}/appleboy/scp-action@v1
+        with:
+          host: $SINGAPORE_SERVER_HOST
+          port: $SSH_PROT
+          username: root
+          password: ${{ secrets.SINGAPORE_SERVER_PASSWORD }}
+          source: $AGENT_COMPOSE_FILE
+          target: "/home/deploy/llmx/docker-compose.master.yml"
+      # ========== 5. 构建阶段 ==========
+      - name: 🏗️ Build with Jib
+        run: |
+          echo "开始构建Docker镜像..."
+          ./gradlew jib --stacktrace --build-cache --info -Dorg.gradle.caching=true -Dorg.gradle.jvmargs="-Xmx2g -Xms2g -XX:MaxMetaspaceSize=1g" | tee build.log
+          
+          echo "=== 镜像构建结果 ==="
+          docker images | grep ${{ env.PROJECT_NAME }} || true
+      - name: 🛑 Stop Gradle Daemon
+        run: |
+          echo "停止Gradle守护进程..."
+          ./gradlew --stop
+          echo "剩余Java进程:"
+          ps aux | grep java || true
+      - name: 🛰️ Tag & Push to Internal Registry
+        run: |
+          echo "标记并推送镜像到内部服务器..."
+          docker tag ${{env.DOCKER_REGISTRY_URL}}/llmx-core-service:latest ${{env.INTERNAL_DOCKER_REGISTRY_URL}}/llmx-core-service:latest
+          docker tag ${{env.DOCKER_REGISTRY_URL}}/llmx-impl-bailian:latest ${{env.INTERNAL_DOCKER_REGISTRY_URL}}/llmx-impl-bailian:latest
+          
+          echo "${{ secrets.INTERNAL_DOCKER_REGISTRY_PASSWORD }}" | docker login ${{env.INTERNAL_DOCKER_REGISTRY_URL}} -u root --password-stdin
+          docker push ${{env.INTERNAL_DOCKER_REGISTRY_URL}}/llmx-core-service:latest
+          docker push ${{env.INTERNAL_DOCKER_REGISTRY_URL}}/llmx-impl-bailian:latest
+          docker logout ${{env.INTERNAL_DOCKER_REGISTRY_URL}}
+      - name: 🛰️ Tag & Push to Singapore Registry
+        run: |
+          echo "标记并推送镜像到内部服务器..."
+          docker tag ${{env.DOCKER_REGISTRY_URL}}/llmx-core-service:latest ${{env.SINGAPORE_DOCKER_REGISTRY_URL}}/llmx-core-service:latest
+          docker tag ${{env.DOCKER_REGISTRY_URL}}/llmx-impl-bailian:latest ${{env.SINGAPORE_DOCKER_REGISTRY_URL}}/llmx-impl-bailian:latest
+
+          echo "${{ secrets.INTERNAL_DOCKER_REGISTRY_PASSWORD }}" | docker login ${{env.SINGAPORE_DOCKER_REGISTRY_URL}} -u root --password-stdin
+          docker push ${{env.SINGAPORE_DOCKER_REGISTRY_URL}}/llmx-core-service:latest
+          docker push ${{env.SINGAPORE_DOCKER_REGISTRY_URL}}/llmx-impl-bailian:latest
+          docker logout ${{env.SINGAPORE_DOCKER_REGISTRY_URL}}
+      # ========== 6. 保存缓存 ==========
+      - name: 📦 Save Cache
+        id: cache
+        uses: ${{env.JCNC_GITEA_URL}}/actions/cache/save@v4
+        with:
+          path: |
+            ~/.gradle/caches
+            ~/.gradle/wrapper
+            ~/.cache
+          key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+            ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+        env:
+          ACTIONS_RUNNER_DEBUG: true       # 启用缓存调试输出
+      - name: 🧼 Cleanup Dangling Images
+        run: |
+          echo "开始清理无标签镜像..."
+          docker image prune -f
+  remote-internal-deploy:
+    needs: build-and-deploy
+    runs-on: ubuntu-latest
+    container:
+      image: jcnc/act-runner:latest         # 使用自定义Runner镜像
+      options: --user root                  # 以root用户运行（需要docker权限）
+    steps:
+      - name: ✈️ Deploy on Internal Server
+        uses: ${{env.JCNC_GITEA_URL}}/appleboy/ssh-action@v1
+        with:
+          host: $INTERNAL_SERVER_HOST
+          port: $INTERNAL_SERVER_PROT
+          username: root
+          password: ${{ secrets.INTERNAL_SERVER_PASSWORD }}
+          script: |
+            cd /home/luke/deploy/llmx
+            echo "准备部署环境..."
+            chmod +x docker-compose.master.yml
+            echo "当前Docker状态:"
+            docker ps -a
+            echo "清理旧容器..."
+            docker compose -f docker-compose.master.yml down --remove-orphans
+            echo "清理后Docker状态:"
+            docker ps -a
+            echo "拉取最新镜像..."
+            docker compose -f docker-compose.master.yml pull
+            echo "启动新服务..."
+            docker compose -f docker-compose.master.yml up -d
+            docker compose ps
+            echo "=== 服务状态检查 ==="
+            docker compose -f docker-compose.master.yml ps
+            echo "开始清理无标签镜像..."
+            docker image prune -f
+            echo "清理docker-compose.master.yml"
+            rm -rf docker-compose.master.yml
+  remote-singapore-deploy:
+  needs: build-and-deploy
+  runs-on: ubuntu-latest
+  container:
+    image: jcnc/act-runner:latest         # 使用自定义Runner镜像
+    options: --user root                  # 以root用户运行（需要docker权限）
+  steps:
+    - name: ✈️ Deploy on Internal Server
+      uses: ${{env.JCNC_GITEA_URL}}/appleboy/ssh-action@v1
+      with:
+        host: $SINGAPORE_SERVER_HOST
+        port: $SSH_PROT
+        username: root
+        password: ${{ secrets.SINGAPORE_SERVER_PASSWORD }}
+        script: |
+          cd /home/deploy/llmx
+          echo "准备部署环境..."
+          chmod +x docker-compose.master.yml
+          echo "当前Docker状态:"
+          docker ps -a
+          echo "清理旧容器..."
+          docker compose -f docker-compose.master.yml down --remove-orphans
+          echo "清理后Docker状态:"
+          docker ps -a
+          echo "拉取最新镜像..."
+          docker compose -f docker-compose.master.yml pull
+          echo "启动新服务..."
+          docker compose -f docker-compose.master.yml up -d
+          docker compose ps
+          echo "=== 服务状态检查 ==="
+          docker compose -f docker-compose.master.yml ps
+          echo "开始清理无标签镜像..."
+          docker image prune -f
+          echo "清理docker-compose.master.yml"
+          rm -rf docker-compose.master.yml
diff --git a/.gitea/workflows/deploy.test.yml b/.gitea/workflows/deploy.test.yml
new file mode 100644
index 0000000..fcd3933
--- /dev/null
+++ b/.gitea/workflows/deploy.test.yml
@@ -0,0 +1,138 @@
+name: CI/CD Pipeline
+
+on:
+  push:
+    branches:
+      - test  # 触发构建的分支
+
+env:
+  # ========== 环境变量配置 ==========
+  DOCKER_REGISTRY_URL: ${{vars.DOCKER_REGISTRY_URL}}          # 私有Docker镜像仓库地址
+  PROJECT_NAME: llmx            # 项目名称
+  COMPOSE_FILE: docker/docker-compose.test.yml   # Docker compose文件路径
+  SERVER_PASSWORD: ${{ secrets.SERVER_PASSWORD }}  # 仓库密码
+  JCNC_GITEA_URL: ${{vars.SERVER_GITEA_URL}} # Gitea地址
+  RUNNER_TOOL_CACHE: /opt/tools-cache       # 工具缓存目录
+  GRADLE_CACHE_KEY: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+  SPRING_PROFILES_ACTIVE: test
+
+jobs:
+  build-and-deploy:
+    runs-on: ubuntu-latest
+    container:
+      image: jcnc/act-runner:latest         # 使用自定义Runner镜像
+      options: --user root                  # 以root用户运行（需要docker权限）
+
+    steps:
+      # ========== 1. 代码检出 ==========
+      - name: 🛒 Checkout source code
+        uses: ${{env.JCNC_GITEA_URL}}/actions/checkout@v4
+        with:
+          fetch-depth: 0                    # 获取完整git历史（某些插件需要）
+
+      # ========== 2. Docker环境准备 ==========
+      - name: 🐳 Install Docker Environment
+        run: |
+          echo "=== 检查Docker安装状态 ==="
+          if ! command -v docker >/dev/null; then
+            echo "❌ Docker未安装，开始安装..."
+            curl -fsSL https://get.docker.com | sh | tee docker-install.log
+            echo "✅ Docker安装完成"
+            echo "✅ Docker Compose安装完成"
+          else
+            echo "ℹ️ Docker已安装，版本: $(docker -v)"
+            echo "ℹ️ Docker Compose已安装，版本: $(docker compose version)"
+          fi
+
+      # ========== 3. Gradle环境准备 ==========
+      - name: 🔧 Prepare Gradle Environment
+        run: |
+          echo "赋予gradlew执行权限..."
+          chmod +x gradlew
+          echo "当前目录结构:"
+          ls -al
+      # ========== 4. 恢复缓存 ==========
+      - name: 📦 Use Cache
+        id: cache
+        uses: ${{env.JCNC_GITEA_URL}}/actions/cache/restore@v4
+        with:
+          path: |
+            ~/.gradle/caches
+            ~/.gradle/wrapper
+            ~/.cache
+          key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+            ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+        env:
+          ACTIONS_RUNNER_DEBUG: true       # 启用缓存调试输出
+
+      - name: ⚙️ Setup Gradle
+        uses: ${{env.JCNC_GITEA_URL}}/gradle/actions/setup-gradle@v4
+        with:
+          gradle-version: wrapper           # 使用项目自带的gradle-wrapper
+
+      # ========== 5. 构建阶段 ==========
+      - name: 🏗️ Build with Jib
+        run: |
+          echo "开始构建Docker镜像..."
+          ./gradlew jib --stacktrace --build-cache --info -Dorg.gradle.caching=true -Dorg.gradle.jvmargs="-Xmx2g -Xms2g -XX:MaxMetaspaceSize=1g" | tee build.log
+          
+          echo "=== 镜像构建结果 ==="
+          docker images | grep ${{ env.PROJECT_NAME }} || true
+      - name: 🛑 Stop Gradle Daemon
+        run: |
+          echo "停止Gradle守护进程..."
+          ./gradlew --stop
+          echo "剩余Java进程:"
+          ps aux | grep java || true
+      # ========== 6. 保存缓存 ==========
+      - name: 📦 Save Cache
+        id: cache
+        uses: ${{env.JCNC_GITEA_URL}}/actions/cache/save@v4
+        with:
+          path: |
+            ~/.gradle/caches
+            ~/.gradle/wrapper
+            ~/.cache
+          key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+            ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+        env:
+          ACTIONS_RUNNER_DEBUG: true       # 启用缓存调试输出
+      # ========== 7. 部署阶段 ==========
+      - name: 🔧 Prepare Deployment
+        run: |
+          echo "当前路径..."
+          pwd && ls -al
+          echo "准备部署环境..."
+          chmod +x ${COMPOSE_FILE}
+          echo "当前Docker状态:"
+          docker ps -a
+
+      - name: 🧹 Clean Old Containers
+        run: |
+          echo "当前路径..."
+          pwd && ls -al
+          echo "清理旧容器..."
+          docker compose -f ${COMPOSE_FILE} down --remove-orphans
+          echo "清理后Docker状态:"
+          docker ps -a
+
+      - name: 🚀 Deploy New Version
+        run: |
+          echo "当前路径..."
+          pwd && ls -al
+          echo "拉取最新镜像..."
+          docker compose -f ${COMPOSE_FILE} pull
+          
+          echo "启动新服务..."
+          docker compose -f ${COMPOSE_FILE} up -d
+          
+          echo "=== 服务状态检查 ==="
+          docker compose -f ${COMPOSE_FILE} ps
+      - name: 🧼 Cleanup Dangling Images
+        run: |
+          echo "开始清理无标签镜像..."
+          docker image prune -f
\ No newline at end of file
diff --git a/build.gradle.kts b/build.gradle.kts
index d7de339..fa0737c 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -3,7 +3,6 @@ plugins {
     alias(libs.plugins.kotlin.jvm)
     alias(libs.plugins.kotlin.plugin.spring)
     alias(libs.plugins.spring.boot)
-    alias(libs.plugins.spring.dependency.management)
     alias(libs.plugins.jibLocalPlugin)
 }
 
@@ -19,10 +18,14 @@ configurations.implementation {
 allprojects {
     // 设置全局属性
     ext {
-        set(ProjectFlags.USE_SPRING_BOOT, false)
-        set(ProjectFlags.USE_LLM_CORE_SPI, false)
+        set(ProjectFlags.USE_SPRING_BOOT_WEB, false)
+        set(ProjectFlags.USE_LLM_KT_IMPL_DEPENDENCE, false)
         set(ProjectFlags.USE_SPRING_CLOUD_BOM, false)
         set(ProjectFlags.IS_ROOT_MODULE, false)
+        set(ProjectFlags.USE_SPRING_BOOT_BOM, false)
+        set(ProjectFlags.USE_LLM_IMPL_PLATFORM_DEPENDENCE, false)
+        set(ProjectFlags.USE_NACOS_DEPENDENCE, false)
+        set(ProjectFlags.USE_DAO_DEPENDENCE, false)
     }
     repositories {
         mavenLocal()
@@ -33,12 +36,10 @@ allprojects {
         maven {
             url = uri("https://maven.pkg.jetbrains.space/kotlin/p/kotlin/dev")
         }
-        maven {
-            url = uri("https://raw.githubusercontent.com/eurotech/kura_addons/mvn-repo/")
-        }
         maven {
             url = uri("https://maven.aliyun.com/repository/public/")
         }
+        maven { url = uri("https://maven.aliyun.com/repository/central") }
         maven {
             url = uri("https://maven.aliyun.com/repository/spring/")
         }
@@ -66,24 +67,38 @@ allprojects {
 
 subprojects {
     afterEvaluate {
-        // springbootWeb
-        if (project.getPropertyByBoolean(ProjectFlags.USE_SPRING_BOOT)) {
+        if (project.getPropertyByBoolean(ProjectFlags.USE_LLM_IMPL_PLATFORM_DEPENDENCE)) {
             apply {
-                plugin(libs.plugins.spring.dependency.management.get().pluginId)
-                plugin(libs.plugins.spring.boot.get().pluginId)
                 plugin(libs.plugins.kotlin.plugin.spring.get().pluginId)
             }
+            ext {
+                setProperty(ProjectFlags.USE_SPRING_BOOT_WEB, true)
+                setProperty(ProjectFlags.USE_SPRING_CLOUD_BOM, true)
+                setProperty(ProjectFlags.USE_LLM_KT_IMPL_DEPENDENCE, true)
+                setProperty(ProjectFlags.USE_NACOS_DEPENDENCE, true)
+            }
             dependencies {
-                implementation(libs.springBootStarter.web)
-
-                testImplementation(libs.springBootStarter.test)
-                testRuntimeOnly(libs.junitPlatform.launcher)
+                // 核心spi依赖
+                implementation(project(Modules.Core.SPI))
+                // okHttp依赖
+                implementation(libs.okHttp)
+                // forgeBoot依赖
+                implementation(libs.forgeBoot.core.extension)
+                implementation(libs.forgeBoot.core.extension)
             }
         }
-        // llmx-core-spi
-        if (project.getPropertyByBoolean(ProjectFlags.USE_LLM_CORE_SPI)) {
+        if(project.getPropertyByBoolean(ProjectFlags.USE_DAO_DEPENDENCE)){
+            dependencies{
+                runtimeOnly(libs.postgresql)
+                implementation(libs.springBootStarter.data.jpa)
+            }
+        }
+        // nacos dependence
+        if(project.getPropertyByBoolean(ProjectFlags.USE_NACOS_DEPENDENCE)){
             dependencies {
-                implementation(project(Modules.Core.SPI))
+                implementation(libs.springCloudStarter.alibaba.nacos.discovery)
+                implementation(libs.springCloudStarter.alibaba.nacos.config)
+                implementation(libs.springCloudStarter.bootstrap)
             }
         }
         // springCloudBom
@@ -92,6 +107,34 @@ subprojects {
                 implementation(platform(libs.springCloudDependencies.bom))
             }
         }
+        // springBootBom
+        if (project.getPropertyByBoolean(ProjectFlags.USE_SPRING_BOOT_BOM)) {
+            dependencies {
+                implementation(platform(libs.springBootDependencies.bom))
+            }
+        }
+        // springbootWeb
+        if (project.getPropertyByBoolean(ProjectFlags.USE_SPRING_BOOT_WEB)) {
+            apply {
+                plugin(libs.plugins.spring.boot.get().pluginId)
+            }
+            dependencies {
+                implementation(libs.springBootStarter.web)
+                implementation(platform(libs.springBootDependencies.bom))
+                testImplementation(libs.springBootStarter.test)
+                testRuntimeOnly(libs.junitPlatform.launcher)
+            }
+        }
+        // 使用kt实现impl服务依赖
+        if (project.getPropertyByBoolean(ProjectFlags.USE_LLM_KT_IMPL_DEPENDENCE)) {
+            dependencies {
+                // jackson kt模块依赖
+                implementation(libs.jackson.module.kotlin)
+                // kt协程依赖
+                implementation(libs.kotlinx.coruntes.reactor)
+            }
+        }
+
     }
     val libs = rootProject.libs
     apply {
@@ -99,7 +142,6 @@ subprojects {
         plugin(libs.plugins.kotlin.jvm.get().pluginId)
         plugin(libs.plugins.jibLocalPlugin.get().pluginId)
     }
-    println(project.name + ":" + project.getPropertyByBoolean(ProjectFlags.USE_SPRING_BOOT))
 
     kotlin {
         compilerOptions {
@@ -107,10 +149,30 @@ subprojects {
         }
     }
     jibConfig {
+        val env = System.getenv("SPRING_PROFILES_ACTIVE")
         project {
             projectName = "llmx-core-service"
             ports = listOf("9002")
-            environment = mapOf("SPRING_PROFILES_ACTIVE" to "prod")
+            environment = mapOf("SPRING_PROFILES_ACTIVE" to env)
+            imageName = "llmx-core-service"
+            paths = listOf(File(rootProject.projectDir, "scripts").absolutePath)
+            entrypoint = listOf(
+                "/bin/sh", "-c",
+                "/entrypoint.sh -d llmx-nacos:8848,llmx-database:5432 -c " +
+                        "'java -cp $( cat /app/jib-classpath-file ) $( cat /app/jib-main-class-file )'"
+            )
+        }
+        project {
+            projectName = "llmx-impl-bailian"
+            ports = listOf("9003")
+            environment = mapOf("SPRING_PROFILES_ACTIVE" to env)
+            imageName = "llmx-impl-bailian"
+            paths = listOf(File(rootProject.projectDir, "scripts").absolutePath)
+            entrypoint = listOf(
+                "/bin/sh", "-c",
+                "/entrypoint.sh -d llmx-nacos:8848,llmx-database:5432 -c " +
+                        "'java -cp $( cat /app/jib-classpath-file ) $( cat /app/jib-main-class-file )'"
+            )
         }
     }
 }
diff --git a/buildSrc/build.gradle.kts b/buildSrc/build.gradle.kts
index aec6e88..ff9ec97 100644
--- a/buildSrc/build.gradle.kts
+++ b/buildSrc/build.gradle.kts
@@ -12,8 +12,8 @@ dependencies {
 gradlePlugin {
     plugins {
         register("jib-plugin") {
-            id = "org.jcnc.llmhub.plugin.jib"
-            implementationClass = "org.jcnc.llmhub.plugin.jib.JibPlugin"
+            id = "org.jcnc.llmx.plugin.jib"
+            implementationClass = "org.jcnc.llmx.plugin.jib.JibPlugin"
             description =
                 "提供简单的配置构建镜像"
         }
diff --git a/buildSrc/src/main/kotlin/Modules.kt b/buildSrc/src/main/kotlin/Modules.kt
index dacb471..6b0d211 100644
--- a/buildSrc/src/main/kotlin/Modules.kt
+++ b/buildSrc/src/main/kotlin/Modules.kt
@@ -14,6 +14,8 @@ object Modules {
    object Core{
        // llmx-core-spi模块的路径，用于定义核心功能的SPI
        const val SPI = ":llmx-core:llmx-core-spi"
+       const val API = ":llmx-core:llmx-core-api"
+       const val COMMON = ":llmx-core:llmx-core-common"
    }
 
 }
diff --git a/buildSrc/src/main/kotlin/ProjectFlags.kt b/buildSrc/src/main/kotlin/ProjectFlags.kt
index eb7999b..ba8c4cd 100644
--- a/buildSrc/src/main/kotlin/ProjectFlags.kt
+++ b/buildSrc/src/main/kotlin/ProjectFlags.kt
@@ -1,6 +1,14 @@
 object ProjectFlags {
-    const val USE_SPRING_BOOT = "useSpringBoot"
+    const val USE_SPRING_BOOT_WEB = "useSpringBootWeb"
+    const val USE_SPRING_BOOT_BOM = "useSpringBootBom"
     const val USE_SPRING_CLOUD_BOM = "useSpringCloudBom"
-    const val USE_LLM_CORE_SPI = "useLLMCoreSPI"
+    const val USE_LLM_KT_IMPL_DEPENDENCE = "useLLMKtImplDependence"
     const val IS_ROOT_MODULE = "isRootModule"
+    const val USE_NACOS_DEPENDENCE = "useNacosDependence"
+    const val USE_DAO_DEPENDENCE = "useDaoDependence"
+
+    /**
+     * 使用实现服务第三方平台依赖
+     */
+    const val USE_LLM_IMPL_PLATFORM_DEPENDENCE = "useLLMImplPlatformDependence"
 }
\ No newline at end of file
diff --git a/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/JibPlugin.kt b/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/JibPlugin.kt
index f4a886c..5bc92c1 100644
--- a/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/JibPlugin.kt
+++ b/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/JibPlugin.kt
@@ -52,12 +52,13 @@ class JibPlugin : Plugin<Project> {
                 }
                 to {
                     image =
-                        "${System.getenv("LUKE_SERVER_DOCKER_REGISTRY_URL")}/${jibProject.imageName}:${jibProject.version}"
+                        "${System.getenv("DOCKER_REGISTRY_URL")}/${jibProject.imageName}:${jibProject.version}"
                     auth {
                         username = "root"
-                        password = System.getenv("LUKE_SERVER_DOCKER_REGISTRY_PASSWORD")
+                        password = System.getenv("SERVER_PASSWORD")
                     }
                 }
+                setAllowInsecureRegistries(true)
                 // 动态配置容器参数
                 container {
                     ports = jibProject.ports
@@ -69,7 +70,9 @@ class JibPlugin : Plugin<Project> {
 
                 // 动态配置额外目录
                 extraDirectories {
-                    setPaths(jibProject.paths)
+                    if(jibProject.paths.isNotEmpty()){
+                        setPaths(jibProject.paths)
+                    }
                     permissions.putAll(jibProject.permissions)
                 }
                 // 将动态部分移到任务配置中
diff --git a/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/entity/JibProject.kt b/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/entity/JibProject.kt
index b980719..33480b9 100644
--- a/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/entity/JibProject.kt
+++ b/buildSrc/src/main/kotlin/org/jcnc/llmx/plugin/jib/entity/JibProject.kt
@@ -19,14 +19,14 @@ data class JibProject(
     var ports: List<String> = listOf("8080"),
     var environment: Map<String, String> = mapOf("SPRING_PROFILES_ACTIVE" to "prod"),
     var entrypoint: List<String> = emptyList(),
-    var paths: List<String> = listOf("llmhub-base/scripts/entrypoint.sh"),
+    var paths: List<String> = listOf(),
     var imageName: String = "",
     var version: String = "latest",
-    var permissions: Map<String, String> = mapOf("/scripts/entrypoint.sh" to "755"),
-    var baseImage: String = "docker://bellsoft/liberica-openjdk-debian:21"
+    var permissions: Map<String, String> = mapOf("/entrypoint.sh" to "755"),
+    var baseImage: String = "docker://gewuyou/liberica-openjdk-debian-nc:21"
 ) {
     init {
-        if (imageName.isEmpty()) {
+        if (imageName.isBlank()) {
             imageName = projectName
         }
     }
diff --git a/docker/docker-compose.dev.yml b/docker/docker-compose.dev.yml
new file mode 100644
index 0000000..9576670
--- /dev/null
+++ b/docker/docker-compose.dev.yml
@@ -0,0 +1,42 @@
+services:
+  llmx-core-database:
+    image: postgres:16-alpine  # 长期支持版本推荐用 16
+    container_name: llmx-core-database
+    restart: always
+    ports:
+      - "5432:9052"
+    networks:
+      - llmx-net
+    environment:
+      POSTGRES_DB: llmx_db
+      POSTGRES_USER: llmx
+      POSTGRES_PASSWORD: L4s6f9y3,
+    volumes:
+      - llmx-core-db-volume:/var/lib/postgresql/data
+  llmx-core-service:
+    image: ${Docker_REGISTRY_URL}/llmx-core-service
+    container_name: llmx-core-service
+    ports:
+      - "9002:9002"
+    networks:
+      - llmx-net
+    volumes:
+      - llmx-core-service-volume:/app/volume
+    restart: always
+  llmx-impl-baiLian:
+    image: ${Docker_REGISTRY_URL}/llmx-impl-bailian
+    container_name: llmx-impl-bailian
+    ports:
+      - "9003:9003"
+    networks:
+      - llmx-net
+    volumes:
+      - llmx-impl-baiLian-volume:/app/volume
+    restart: always
+networks:
+  llmx-net:
+    driver: bridge
+volumes:
+  llmx-core-service-volume:
+  llmx-impl-baiLian-volume:
+  llmx-core-db-volume:
\ No newline at end of file
diff --git a/docker/docker-compose.master.agent.yml b/docker/docker-compose.master.agent.yml
new file mode 100644
index 0000000..212ec44
--- /dev/null
+++ b/docker/docker-compose.master.agent.yml
@@ -0,0 +1,32 @@
+services:
+  llmx-core-service-banana:
+    image: ${DOCKER_REGISTRY_URL}/llmx-core-service
+    container_name: llmx-core-service
+    ports:
+      - "9002:9002"
+    networks:
+      - llmx-net-master
+    environment:
+      SPRING_PROFILES_ACTIVE: ${SPRING_PROFILES_ACTIVE}
+    volumes:
+      - llmx-core-service-volume:/app/volume
+    restart: always
+  llmx-impl-bailian-banana:
+    image: ${DOCKER_REGISTRY_URL}/llmx-impl-bailian
+    container_name: llmx-impl-bailian
+    ports:
+      - "9003:9003"
+    networks:
+     - llmx-net-master
+    environment:
+      SPRING_PROFILES_ACTIVE: ${SPRING_PROFILES_ACTIVE}
+    volumes:
+      - llmx-impl-bailian-volume:/app/volume
+    restart: always
+
+networks:
+  llmx-net-master:
+    driver: bridge
+volumes:
+  llmx-core-service-volume:
+  llmx-impl-bailian-volume:
diff --git a/docker/docker-compose.master.main.yml b/docker/docker-compose.master.main.yml
new file mode 100644
index 0000000..0d61505
--- /dev/null
+++ b/docker/docker-compose.master.main.yml
@@ -0,0 +1,48 @@
+services:
+  llmx-core-service-apple:
+    image: ${DOCKER_REGISTRY_URL}/llmx-core-service
+    container_name: llmx-core-service
+    ports:
+      - "9002:9002"
+    networks:
+      - llmx-net-master
+    environment:
+      SPRING_PROFILES_ACTIVE: ${SPRING_PROFILES_ACTIVE}
+    volumes:
+      - llmx-core-service-volume:/app/volume
+    restart: always
+  llmx-database:
+    image: postgres:16-alpine  # 长期支持版本推荐用 16
+    container_name: llmx-database
+    restart: always
+    ports:
+      - "9052:5432"
+    networks:
+      - llmx-net-master
+    environment:
+      POSTGRES_DB: llmx_db
+      POSTGRES_USER: llmx
+      POSTGRES_PASSWORD: L4s6f9y3,
+    volumes:
+      - llmx-db-volume
+  llmx-impl-bailian-apple:
+    image: ${DOCKER_REGISTRY_URL}/llmx-impl-bailian
+    container_name: llmx-impl-bailian
+    ports:
+      - "9003:9003"
+    networks:
+     - llmx-net-master
+    environment:
+      SPRING_PROFILES_ACTIVE: ${SPRING_PROFILES_ACTIVE}
+    volumes:
+      - llmx-impl-bailian-volume:/app/volume
+    restart: always
+
+networks:
+  llmx-net-master:
+    driver: bridge
+
+volumes:
+  llmx-core-service-volume:
+  llmx-impl-bailian-volume:
+  llmx-db-volume:
diff --git a/docker/docker-compose.test.yml b/docker/docker-compose.test.yml
new file mode 100644
index 0000000..737ff70
--- /dev/null
+++ b/docker/docker-compose.test.yml
@@ -0,0 +1,67 @@
+services:
+  llmx-nacos:
+    image: nacos/nacos-server:v2.3.2
+    container_name: llmx-nacos
+    restart: always
+    ports:
+      - "8848:8848"
+      - "9848:9848"
+      - "9849:9849"
+    networks:
+      - llmx-net-test
+    environment:
+      MODE: standalone  # 显式指定为单体模式
+      NACOS_AUTH_ENABLE: "true"  # ✅ 开启鉴权
+      NACOS_AUTH_CACHE_ENABLE: "false"
+      NACOS_AUTH_IDENTITY_KEY: "nacos"              # 可选，默认是 nacos
+      NACOS_AUTH_IDENTITY_VALUE: "L4s6f9y3,"            # 可选
+      NACOS_AUTH_TOKEN: "h61bUSqvp0npCNHIZ0VzqBFz2U59UKrECE6TvBt58DQ="  # ✅ JWT 密钥
+    volumes:
+      - llmx-nacos-volume:/home/nacos
+  llmx-core-service:
+    image: ${DOCKER_REGISTRY_URL}/llmx-core-service
+    container_name: llmx-core-service
+    ports:
+      - "9002:9002"
+    networks:
+      - llmx-net-test
+    environment:
+      SPRING_PROFILES_ACTIVE: ${SPRING_PROFILES_ACTIVE}
+    volumes:
+      - llmx-core-service-volume:/app/volume
+    restart: always
+  llmx-impl-bailian:
+    image: ${DOCKER_REGISTRY_URL}/llmx-impl-bailian
+    container_name: llmx-impl-bailian
+    ports:
+      - "9003:9003"
+    networks:
+      - llmx-net-test
+    environment:
+      SPRING_PROFILES_ACTIVE: ${SPRING_PROFILES_ACTIVE}
+    volumes:
+      - llmx-impl-bailian-volume:/app/volume
+    restart: always
+  llmx-core-database:
+    image: postgres:16-alpine  # 长期支持版本推荐用 16
+    container_name: llmx-database
+    restart: always
+    ports:
+      - "9052:5432"
+    networks:
+      - llmx-net-test
+    environment:
+      POSTGRES_DB: llmx_db
+      POSTGRES_USER: llmx
+      POSTGRES_PASSWORD: L4s6f9y3,
+    volumes:
+      - llmx-core-db-volume:/var/lib/postgresql/data
+
+networks:
+  llmx-net-test:
+    driver: bridge
+volumes:
+  llmx-core-service-volume:
+  llmx-impl-bailian-volume:
+  llmx-core-db-volume:
+  llmx-nacos-volume:
\ No newline at end of file
diff --git a/gradle/libs.versions.toml b/gradle/libs.versions.toml
index 0f54e0f..61f44af 100644
--- a/gradle/libs.versions.toml
+++ b/gradle/libs.versions.toml
@@ -5,9 +5,11 @@ spring-boot-version = "3.2.4"
 spring-dependency-management-version = "1.1.7"
 aliyun-bailian-version = "2.0.0"
 spring-cloud-starter-alibaba-nacos-discovery-version = "2023.0.1.0"
-forgeBoot-version = "1.1.0-SNAPSHOT"
+forgeBoot-version = "1.3.0-SNAPSHOT"
 okHttp-version = "4.12.0"
 jib-version = "3.4.2"
+org-reactivestreams-reactiveStreams-version = "1.0.4"
+postgresql-version = "42.7.4"
 [plugins]
 # 应用 Java 插件，提供基本的 Java 代码编译和构建能力
 java = { id = "java" }
@@ -26,11 +28,12 @@ spring-dependency-management = { id = "io.spring.dependency-management", version
 spring-boot = { id = "org.springframework.boot", version.ref = "spring-boot-version" }
 
 jib = { id = "com.google.cloud.tools.jib", version.ref = "jib-version" }
-jibLocalPlugin = { id = "org.jcnc.llmhub.plugin.jib" }
+jibLocalPlugin = { id = "org.jcnc.llmx.plugin.jib" }
 [libraries]
 jib-gradlePlugin = { module = "com.google.cloud.tools.jib:com.google.cloud.tools.jib.gradle.plugin", version.ref = "jib-version" }
 # bom
 springCloudDependencies-bom = { group ="org.springframework.cloud",name = "spring-cloud-dependencies", version.ref = "spring-cloud-version" }
+springBootDependencies-bom = { module = "org.springframework.boot:spring-boot-dependencies", version.ref = "spring-boot-version" }
 # kotlinx
 # 响应式协程库
 kotlinx-coruntes-reactor = { group = "org.jetbrains.kotlinx", name = "kotlinx-coroutines-reactor" }
@@ -40,15 +43,20 @@ aliyun-bailian = { group = "com.aliyun", name = "bailian20231229", version.ref =
 
 # SrpingCloud
 springCloudStarter-alibaba-nacos-discovery = { group = "com.alibaba.cloud", name = "spring-cloud-starter-alibaba-nacos-discovery", version.ref = "spring-cloud-starter-alibaba-nacos-discovery-version" }
+springCloudStarter-alibaba-nacos-config = { group = "com.alibaba.cloud", name = "spring-cloud-starter-alibaba-nacos-config", version.ref = "spring-cloud-starter-alibaba-nacos-discovery-version" }
 springCloudStarter-loadbalancer = { group = "org.springframework.cloud", name = "spring-cloud-starter-loadbalancer" }
-
+springCloudStarter-openfeign = { group = "org.springframework.cloud", name = "spring-cloud-starter-openfeign" }
+springCloudStarter-bootstrap = { group = "org.springframework.cloud", name = "spring-cloud-starter-bootstrap" }
 # SpringBootStarter
 springBootStarter-webflux = { group = "org.springframework.boot", name = "spring-boot-starter-webflux" }
 springBootStarter-web = { group = "org.springframework.boot", name = "spring-boot-starter-web" }
 springBootStarter-test = { group = "org.springframework.boot", name = "spring-boot-starter-test" }
+springBootStarter-data-jpa = { group = "org.springframework.boot", name = "spring-boot-starter-data-jpa" }
 
 junitPlatform-launcher = { group = "org.junit.platform", name = "junit-platform-launcher" }
 
+# org-reactivestreams
+org-reactivestreams-reactiveStreams = { group = "org.reactivestreams", name = "reactive-streams" ,version.ref="org-reactivestreams-reactiveStreams-version"}
 # OkHttp
 okHttp = { group = "com.squareup.okhttp3", name = "okhttp", version.ref = "okHttp-version" }
 # forgeBoot
@@ -61,4 +69,6 @@ jackson-databind={group="com.fasterxml.jackson.core", name="jackson-databind"}
 jackson-annotations={group="com.fasterxml.jackson.core", name="jackson-annotations"}
 jackson-datatype-jsr310={group="com.fasterxml.jackson.datatype", name="jackson-datatype-jsr310"}
 jackson-module-kotlin={group="com.fasterxml.jackson.module", name="jackson-module-kotlin"}
+
+postgresql = { module = "org.postgresql:postgresql", version.ref = "postgresql-version" }
 [bundles]
diff --git a/gradle/wrapper/gradle-wrapper.properties b/gradle/wrapper/gradle-wrapper.properties
index cea7a79..3b023b8 100644
--- a/gradle/wrapper/gradle-wrapper.properties
+++ b/gradle/wrapper/gradle-wrapper.properties
@@ -1,6 +1,6 @@
 distributionBase=GRADLE_USER_HOME
 distributionPath=wrapper/dists
-distributionUrl=https\://services.gradle.org/distributions/gradle-8.12-bin.zip
+distributionUrl=https://mirrors.cloud.tencent.com/gradle/gradle-8.12-bin.zip
 networkTimeout=10000
 validateDistributionUrl=true
 zipStoreBase=GRADLE_USER_HOME
diff --git a/gradlew b/gradlew
index f3b75f3..e93a03e 100644
--- a/gradlew
+++ b/gradlew
@@ -207,7 +207,7 @@ DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"'
 # Collect all arguments for the java command:
 #   * DEFAULT_JVM_OPTS, JAVA_OPTS, JAVA_OPTS, and optsEnvironmentVar are not allowed to contain shell fragments,
 #     and any embedded shellness will be escaped.
-#   * For example: A user cannot expect ${Hostname} to be expanded, as it is an environment variable and will be
+#   * For gewuyou: A user cannot expect ${Hostname} to be expanded, as it is an environment variable and will be
 #     treated as '${Hostname}' itself on the command line.
 
 set -- \
diff --git a/llmx-impl/llmx-impl-baiLian/.gitattributes b/llmx-app/.gitattributes
similarity index 100%
rename from llmx-impl/llmx-impl-baiLian/.gitattributes
rename to llmx-app/.gitattributes
diff --git a/llmx-impl/llmx-impl-baiLian/.gitignore b/llmx-app/.gitignore
similarity index 100%
rename from llmx-impl/llmx-impl-baiLian/.gitignore
rename to llmx-app/.gitignore
diff --git a/llmx-app/build.gradle.kts b/llmx-app/build.gradle.kts
new file mode 100644
index 0000000..d1a1567
--- /dev/null
+++ b/llmx-app/build.gradle.kts
@@ -0,0 +1,9 @@
+dependencies {
+
+}
+/**
+ * 由于 Kotlin 插件引入时会自动添加依赖，但根项目不需要 Kotlin 依赖，因此需要排除 Kotlin 依赖
+ */
+configurations.implementation {
+    exclude(group = "org.jetbrains.kotlin", module = "kotlin-stdlib")
+}
diff --git a/llmx-app/llmx-app-multimodality/.gitattributes b/llmx-app/llmx-app-multimodality/.gitattributes
new file mode 100644
index 0000000..8af972c
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/.gitattributes
@@ -0,0 +1,3 @@
+/gradlew text eol=lf
+*.bat text eol=crlf
+*.jar binary
diff --git a/llmx-app/llmx-app-multimodality/.gitignore b/llmx-app/llmx-app-multimodality/.gitignore
new file mode 100644
index 0000000..5a979af
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/.gitignore
@@ -0,0 +1,40 @@
+HELP.md
+.gradle
+build/
+!gradle/wrapper/gradle-wrapper.jar
+!**/src/main/**/build/
+!**/src/test/**/build/
+
+### STS ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+bin/
+!**/src/main/**/bin/
+!**/src/test/**/bin/
+
+### IntelliJ IDEA ###
+.idea
+*.iws
+*.iml
+*.ipr
+out/
+!**/src/main/**/out/
+!**/src/test/**/out/
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+
+### VS Code ###
+.vscode/
+
+### Kotlin ###
+.kotlin
diff --git a/llmx-app/llmx-app-multimodality/build.gradle.kts b/llmx-app/llmx-app-multimodality/build.gradle.kts
new file mode 100644
index 0000000..af933bf
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/build.gradle.kts
@@ -0,0 +1,13 @@
+extra {
+    // 开启springboot
+    setProperty(ProjectFlags.USE_SPRING_BOOT_WEB, true)
+    setProperty(ProjectFlags.USE_SPRING_CLOUD_BOM, true)
+}
+dependencies {
+    // Nacos 服务发现和配置
+    implementation(libs.springCloudStarter.alibaba.nacos.discovery)
+    implementation(libs.forgeBoot.core.extension)
+    implementation(libs.forgeBoot.webmvc.version.springBootStarter)
+    implementation(libs.jackson.module.kotlin)
+    implementation(project(Modules.Core.API))
+}
diff --git a/llmx-app/llmx-app-multimodality/src/main/kotlin/org/jcnc/llmx/app/multimodality/LlmxAppMultimodalityApplication.kt b/llmx-app/llmx-app-multimodality/src/main/kotlin/org/jcnc/llmx/app/multimodality/LlmxAppMultimodalityApplication.kt
new file mode 100644
index 0000000..8133bab
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/src/main/kotlin/org/jcnc/llmx/app/multimodality/LlmxAppMultimodalityApplication.kt
@@ -0,0 +1,11 @@
+package org.jcnc.llmx.app.multimodality
+
+import org.springframework.boot.autoconfigure.SpringBootApplication
+import org.springframework.boot.runApplication
+
+@SpringBootApplication
+class LlmxAppMultimodalityApplication
+
+fun main(args: Array<String>) {
+	runApplication<LlmxAppMultimodalityApplication>(*args)
+}
diff --git a/llmx-app/llmx-app-multimodality/src/main/resources/application-dev.yml b/llmx-app/llmx-app-multimodality/src/main/resources/application-dev.yml
new file mode 100644
index 0000000..3360232
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/src/main/resources/application-dev.yml
@@ -0,0 +1,8 @@
+server:
+  port: 8081
+spring:
+  config:
+    import: classpath:bootstrap-dev.yml
+
+
+
diff --git a/llmx-core/llmx-core-service/src/main/resources/application-prod.yml b/llmx-app/llmx-app-multimodality/src/main/resources/application-master.yml
similarity index 100%
rename from llmx-core/llmx-core-service/src/main/resources/application-prod.yml
rename to llmx-app/llmx-app-multimodality/src/main/resources/application-master.yml
diff --git a/llmx-app/llmx-app-multimodality/src/main/resources/application-test.yml b/llmx-app/llmx-app-multimodality/src/main/resources/application-test.yml
new file mode 100644
index 0000000..d75e277
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/src/main/resources/application-test.yml
@@ -0,0 +1,7 @@
+server:
+  port: 9003
+spring:
+  config:
+    import: classpath:bootstrap-test.yml
+
+
diff --git a/llmx-app/llmx-app-multimodality/src/main/resources/application.yml b/llmx-app/llmx-app-multimodality/src/main/resources/application.yml
new file mode 100644
index 0000000..9c9db5f
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/src/main/resources/application.yml
@@ -0,0 +1,5 @@
+spring:
+  application:
+    name: llmx-app-multimodality
+  profiles:
+    active: dev
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/resources/bootstrap-dev.yml b/llmx-app/llmx-app-multimodality/src/main/resources/bootstrap-dev.yml
similarity index 92%
rename from llmx-impl/llmx-impl-baiLian/src/main/resources/bootstrap-dev.yml
rename to llmx-app/llmx-app-multimodality/src/main/resources/bootstrap-dev.yml
index d1e2592..37654f9 100644
--- a/llmx-impl/llmx-impl-baiLian/src/main/resources/bootstrap-dev.yml
+++ b/llmx-app/llmx-app-multimodality/src/main/resources/bootstrap-dev.yml
@@ -4,7 +4,7 @@ spring:
       username: nacos
       password: L4s6f9y3
       server-addr: 49.235.96.75:8848
-      ip: 192.168.1.6
+      ip: 192.168.1.100
       discovery:
         server-addr: ${spring.cloud.nacos.server-addr}
         username: ${spring.cloud.nacos.username}
diff --git a/llmx-app/llmx-app-multimodality/src/main/resources/bootstrap-test.yml b/llmx-app/llmx-app-multimodality/src/main/resources/bootstrap-test.yml
new file mode 100644
index 0000000..c9dc5c7
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/src/main/resources/bootstrap-test.yml
@@ -0,0 +1,10 @@
+spring:
+  cloud:
+    nacos:
+      username: nacos
+      password: L4s6f9y3
+      server-addr: 49.235.96.75:9001
+      discovery:
+        server-addr: ${spring.cloud.nacos.server-addr}
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
\ No newline at end of file
diff --git a/llmx-app/llmx-app-multimodality/src/test/kotlin/org/jcnc/llmx/app/multimodality/LlmxAppMultimodalityApplicationTests.kt b/llmx-app/llmx-app-multimodality/src/test/kotlin/org/jcnc/llmx/app/multimodality/LlmxAppMultimodalityApplicationTests.kt
new file mode 100644
index 0000000..98e9d18
--- /dev/null
+++ b/llmx-app/llmx-app-multimodality/src/test/kotlin/org/jcnc/llmx/app/multimodality/LlmxAppMultimodalityApplicationTests.kt
@@ -0,0 +1,13 @@
+package org.jcnc.llmx.app.multimodality
+
+import org.junit.jupiter.api.Test
+import org.springframework.boot.test.context.SpringBootTest
+
+@SpringBootTest
+class LlmxAppMultimodalityApplicationTests {
+
+	@Test
+	fun contextLoads() {
+	}
+
+}
diff --git a/llmx-core/build.gradle.kts b/llmx-core/build.gradle.kts
index e972465..d1a1567 100644
--- a/llmx-core/build.gradle.kts
+++ b/llmx-core/build.gradle.kts
@@ -2,7 +2,7 @@ dependencies {
 
 }
 /**
- * 由于 Kotlin 插件被引入时会自动添加依赖，但根项目不需要 Kotlin 依赖，因此需要排除 Kotlin 依赖
+ * 由于 Kotlin 插件引入时会自动添加依赖，但根项目不需要 Kotlin 依赖，因此需要排除 Kotlin 依赖
  */
 configurations.implementation {
     exclude(group = "org.jetbrains.kotlin", module = "kotlin-stdlib")
diff --git a/llmx-core/llmx-core-api/.gitattributes b/llmx-core/llmx-core-api/.gitattributes
new file mode 100644
index 0000000..8af972c
--- /dev/null
+++ b/llmx-core/llmx-core-api/.gitattributes
@@ -0,0 +1,3 @@
+/gradlew text eol=lf
+*.bat text eol=crlf
+*.jar binary
diff --git a/llmx-core/llmx-core-api/.gitignore b/llmx-core/llmx-core-api/.gitignore
new file mode 100644
index 0000000..5a979af
--- /dev/null
+++ b/llmx-core/llmx-core-api/.gitignore
@@ -0,0 +1,40 @@
+HELP.md
+.gradle
+build/
+!gradle/wrapper/gradle-wrapper.jar
+!**/src/main/**/build/
+!**/src/test/**/build/
+
+### STS ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+bin/
+!**/src/main/**/bin/
+!**/src/test/**/bin/
+
+### IntelliJ IDEA ###
+.idea
+*.iws
+*.iml
+*.ipr
+out/
+!**/src/main/**/out/
+!**/src/test/**/out/
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+
+### VS Code ###
+.vscode/
+
+### Kotlin ###
+.kotlin
diff --git a/llmx-core/llmx-core-api/build.gradle.kts b/llmx-core/llmx-core-api/build.gradle.kts
new file mode 100644
index 0000000..ccff2b8
--- /dev/null
+++ b/llmx-core/llmx-core-api/build.gradle.kts
@@ -0,0 +1,10 @@
+ext{
+    set(ProjectFlags.USE_SPRING_CLOUD_BOM,true)
+}
+dependencies {
+    api(project(Modules.Core.COMMON))
+    api(libs.org.reactivestreams.reactiveStreams)
+    // Spring Cloud OpenFeign
+    implementation(libs.springCloudStarter.openfeign)
+}
+
diff --git a/llmx-core/llmx-core-api/src/main/kotlin/org/jcnc/llmx/core/api/LLMCoreFeignAutoConfiguration.kt b/llmx-core/llmx-core-api/src/main/kotlin/org/jcnc/llmx/core/api/LLMCoreFeignAutoConfiguration.kt
new file mode 100644
index 0000000..54052b2
--- /dev/null
+++ b/llmx-core/llmx-core-api/src/main/kotlin/org/jcnc/llmx/core/api/LLMCoreFeignAutoConfiguration.kt
@@ -0,0 +1,14 @@
+package org.jcnc.llmx.core.api
+
+import org.springframework.cloud.openfeign.EnableFeignClients
+import org.springframework.context.annotation.Configuration
+
+/**
+ *LLM 核心Feign自动配置
+ *
+ * @since 2025-05-08 16:48:23
+ * @author gewuyou
+ */
+@Configuration
+@EnableFeignClients(basePackages = ["org.jcnc.llmx.core.api"])
+open class LLMCoreFeignAutoConfiguration
\ No newline at end of file
diff --git a/llmx-core/llmx-core-api/src/main/kotlin/org/jcnc/llmx/core/api/LLMCoreFeignClient.kt b/llmx-core/llmx-core-api/src/main/kotlin/org/jcnc/llmx/core/api/LLMCoreFeignClient.kt
new file mode 100644
index 0000000..f1257b3
--- /dev/null
+++ b/llmx-core/llmx-core-api/src/main/kotlin/org/jcnc/llmx/core/api/LLMCoreFeignClient.kt
@@ -0,0 +1,21 @@
+package org.jcnc.llmx.core.api
+
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
+import org.reactivestreams.Publisher
+import org.springframework.cloud.openfeign.FeignClient
+import org.springframework.http.MediaType
+import org.springframework.web.bind.annotation.PostMapping
+import org.springframework.web.bind.annotation.RequestBody
+
+/**
+ *LLM 核心客户端
+ *
+ * @since 2025-05-08 16:22:22
+ * @author gewuyou
+ */
+@FeignClient(name = "llmx-core-service") // name 对应 Nacos 中注册的服务名
+fun interface LLMCoreFeignClient {
+    @PostMapping("/api/v1/chat/stream", consumes = [MediaType.APPLICATION_JSON_VALUE])
+    fun chat(@RequestBody request: ChatRequest): Publisher<ChatResponsePart>
+}
\ No newline at end of file
diff --git a/llmx-core/llmx-core-api/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports b/llmx-core/llmx-core-api/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
new file mode 100644
index 0000000..4b731f2
--- /dev/null
+++ b/llmx-core/llmx-core-api/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
@@ -0,0 +1 @@
+org.jcnc.llmx.core.api.LLMCoreFeignAutoConfiguration
\ No newline at end of file
diff --git a/llmx-core/llmx-core-common/.gitattributes b/llmx-core/llmx-core-common/.gitattributes
new file mode 100644
index 0000000..8af972c
--- /dev/null
+++ b/llmx-core/llmx-core-common/.gitattributes
@@ -0,0 +1,3 @@
+/gradlew text eol=lf
+*.bat text eol=crlf
+*.jar binary
diff --git a/llmx-core/llmx-core-common/.gitignore b/llmx-core/llmx-core-common/.gitignore
new file mode 100644
index 0000000..5a979af
--- /dev/null
+++ b/llmx-core/llmx-core-common/.gitignore
@@ -0,0 +1,40 @@
+HELP.md
+.gradle
+build/
+!gradle/wrapper/gradle-wrapper.jar
+!**/src/main/**/build/
+!**/src/test/**/build/
+
+### STS ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+bin/
+!**/src/main/**/bin/
+!**/src/test/**/bin/
+
+### IntelliJ IDEA ###
+.idea
+*.iws
+*.iml
+*.ipr
+out/
+!**/src/main/**/out/
+!**/src/test/**/out/
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+
+### VS Code ###
+.vscode/
+
+### Kotlin ###
+.kotlin
diff --git a/llmx-core/llmx-core-common/build.gradle.kts b/llmx-core/llmx-core-common/build.gradle.kts
new file mode 100644
index 0000000..f9b855f
--- /dev/null
+++ b/llmx-core/llmx-core-common/build.gradle.kts
@@ -0,0 +1,7 @@
+ext{
+    set(ProjectFlags.USE_SPRING_BOOT_BOM,true)
+}
+dependencies {
+    implementation(libs.jackson.core)
+    implementation(libs.jackson.module.kotlin)
+}
diff --git a/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/deserializer/MultiModalContentDeserializer.kt b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/deserializer/MultiModalContentDeserializer.kt
new file mode 100644
index 0000000..d12674f
--- /dev/null
+++ b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/deserializer/MultiModalContentDeserializer.kt
@@ -0,0 +1,42 @@
+package org.jcnc.llmx.core.common.deserializer
+
+import com.fasterxml.jackson.core.JsonParser
+import com.fasterxml.jackson.databind.DeserializationContext
+import com.fasterxml.jackson.databind.JsonDeserializer
+import com.fasterxml.jackson.databind.node.ObjectNode
+import org.jcnc.llmx.core.common.entities.request.MultiModalContent
+
+/**
+ * 多模态内容反序列化器
+ *
+ * 该类用于将JSON表示的多模态内容反序列化为MultiModalContent数据结构
+ * 主要处理两种情况：文本内容和图像内容，并相应地创建Text或Image实例
+ * 如果JSON中不包含已知的内容类型，则抛出IllegalArgumentException
+ *
+ * @since 2025-05-08 20:41:15
+ * @author gewuyou
+ */
+class MultiModalContentDeserializer : JsonDeserializer<MultiModalContent>() {
+    /**
+     * 反序列化方法
+     *
+     * 根据JSON节点中的内容类型，创建相应的MultiModalContent实例
+     * 如果内容类型未知，则抛出异常
+     *
+     * @param p JsonParser对象，用于解析JSON输入
+     * @param ctxt DeserializationContext对象，提供反序列化上下文
+     * @return MultiModalContent实例，表示反序列化的多模态内容
+     * @throws IllegalArgumentException 如果JSON节点中的内容类型未知
+     */
+    override fun deserialize(p: JsonParser, ctxt: DeserializationContext): MultiModalContent {
+        // 解析JSON输入并将其读取为ObjectNode
+        val node: ObjectNode = p.codec.readTree(p)
+
+        // 根据JSON节点中的内容类型，返回相应的MultiModalContent实例
+        return when {
+            node.has("text") -> MultiModalContent.Text(node["text"].asText())
+            node.has("image") -> MultiModalContent.Image(node["image"].asText())
+            else -> throw IllegalArgumentException("Unknown content type in: $node")
+        }
+    }
+}
diff --git a/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/request/ChatRequest.kt b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/request/ChatRequest.kt
new file mode 100644
index 0000000..28be69d
--- /dev/null
+++ b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/request/ChatRequest.kt
@@ -0,0 +1,52 @@
+package org.jcnc.llmx.core.common.entities.request
+
+import com.fasterxml.jackson.databind.annotation.JsonDeserialize
+import org.jcnc.llmx.core.common.deserializer.MultiModalContentDeserializer
+
+/**
+ * MultiModalContent密封类，用于定义消息内容的多种模态
+ * 这是一个密封类，意味着所有的子类都需要在这个文件中定义
+ */
+@JsonDeserialize(using = MultiModalContentDeserializer::class)
+sealed class MultiModalContent {
+    /**
+     * Text数据类，表示文本内容的模态
+     * @param text 具体的文本内容
+     */
+    data class Text(val text: String) : MultiModalContent()
+
+    /**
+     * Image数据类，表示图像内容的模态
+     * @param image 图像的base64
+     */
+    data class Image(val image: String) : MultiModalContent()
+}
+
+/**
+ * ChatRequest数据类，用于封装聊天请求的参数
+ * @since 2025-04-25 17:07:02
+ * @author gewuyou
+ * @param prompt 用户的聊天提示或消息，是聊天请求的主要输入
+ * @param model 使用的聊天模型名称，决定了解析和响应的方式
+ * @param messages 包含多个模态消息的列表，每个消息有特定的角色和内容
+ * @param options 可选的额外参数集合，用于定制聊天请求的行为和输出
+ *                可以包括如最大回复长度、温度（随机性）等
+ */
+data class ChatRequest(
+    val prompt: String? = "",
+    val model: String,
+    val messages: List<MultiModalMessage> =listOf(),
+    val options: Map<String, String> = mapOf()
+)
+
+/**
+ * MultiModalMessage数据类，用于定义聊天请求中的单个消息
+ * @param role 消息的角色，可以是"system", "user", "assistant"等
+ * @param content 消息的内容，可以是文本、图像等多种模态的组合
+ */
+data class MultiModalMessage(
+    val role: String, // "system", "user", "assistant"
+    val content: List<MultiModalContent>
+)
+
+
diff --git a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/request/EmbeddingRequest.kt b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/request/EmbeddingRequest.kt
similarity index 90%
rename from llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/request/EmbeddingRequest.kt
rename to llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/request/EmbeddingRequest.kt
index d30ea3d..6a9603f 100644
--- a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/request/EmbeddingRequest.kt
+++ b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/request/EmbeddingRequest.kt
@@ -1,4 +1,4 @@
-package org.jcnc.llmx.core.spi.entities.request
+package org.jcnc.llmx.core.common.entities.request
 
 /**
  * 嵌入请求类
diff --git a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/response/ChatResponse.kt b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/response/ChatResponse.kt
similarity index 95%
rename from llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/response/ChatResponse.kt
rename to llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/response/ChatResponse.kt
index f0ca30c..4fb9730 100644
--- a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/response/ChatResponse.kt
+++ b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/response/ChatResponse.kt
@@ -1,4 +1,4 @@
-package org.jcnc.llmx.core.spi.entities.response
+package org.jcnc.llmx.core.common.entities.response
 
 /**
  * 聊天响应类
diff --git a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/response/EmbeddingResponse.kt b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/response/EmbeddingResponse.kt
similarity index 91%
rename from llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/response/EmbeddingResponse.kt
rename to llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/response/EmbeddingResponse.kt
index fa60996..09ee7c8 100644
--- a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/response/EmbeddingResponse.kt
+++ b/llmx-core/llmx-core-common/src/main/kotlin/org/jcnc/llmx/core/common/entities/response/EmbeddingResponse.kt
@@ -1,4 +1,4 @@
-package org.jcnc.llmx.core.spi.entities.response
+package org.jcnc.llmx.core.common.entities.response
 
 /**
  * 嵌入响应类
diff --git a/llmx-core/llmx-core-service/build.gradle.kts b/llmx-core/llmx-core-service/build.gradle.kts
index c35e025..24c0ba8 100644
--- a/llmx-core/llmx-core-service/build.gradle.kts
+++ b/llmx-core/llmx-core-service/build.gradle.kts
@@ -1,19 +1,17 @@
 extra {
     // 开启springboot
-    setProperty(ProjectFlags.USE_SPRING_BOOT, true)
+    setProperty(ProjectFlags.USE_SPRING_BOOT_WEB, true)
     setProperty(ProjectFlags.USE_SPRING_CLOUD_BOM,true)
+    setProperty(ProjectFlags.USE_NACOS_DEPENDENCE, true)
+    setProperty(ProjectFlags.USE_DAO_DEPENDENCE, true)
 }
 dependencies {
-    val libs = rootProject.libs
-    // Nacos 服务发现和配置
-    implementation(libs.springCloudStarter.alibaba.nacos.discovery)
-
     // WebClient 和 Spring Cloud LoadBalancer
     implementation(libs.springBootStarter.webflux)
     implementation(libs.springCloudStarter.loadbalancer)
 
 
-    implementation(project(Modules.Core.SPI))
+    implementation(project(Modules.Core.COMMON))
 
     // Kotlin Coroutines
     implementation(libs.kotlinx.coruntes.reactor)
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/LlmxCoreServiceApplication.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/LlmxCoreServiceApplication.kt
index c9b9fec..0a06e34 100644
--- a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/LlmxCoreServiceApplication.kt
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/LlmxCoreServiceApplication.kt
@@ -6,7 +6,7 @@ import org.springframework.cloud.client.discovery.EnableDiscoveryClient
 
 @SpringBootApplication
 @EnableDiscoveryClient
-class LlmxCoreServiceApplication
+open class LlmxCoreServiceApplication
 
 /**
  * 程序的入口点。
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/AppConfiguration.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/AppConfiguration.kt
index fda061a..bb50d8c 100644
--- a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/AppConfiguration.kt
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/AppConfiguration.kt
@@ -1,6 +1,5 @@
 package org.jcnc.llmx.core.service.config
 
-import org.springframework.boot.context.properties.EnableConfigurationProperties
 import org.springframework.cloud.client.loadbalancer.LoadBalanced
 import org.springframework.context.annotation.Bean
 import org.springframework.context.annotation.Configuration
@@ -13,8 +12,7 @@ import org.springframework.web.reactive.function.client.WebClient
  * @author gewuyou
  */
 @Configuration
-@EnableConfigurationProperties(ModelProperties::class)
-class AppConfiguration {
+open class AppConfiguration {
     /**
      * 创建一个配置了负载均衡的WebClient构建器
      *
@@ -25,7 +23,7 @@ class AppConfiguration {
      */
     @Bean
     @LoadBalanced
-    fun webClientBuilder(): WebClient.Builder {
+    open fun webClientBuilder(): WebClient.Builder {
         return WebClient.builder()
     }
 }
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/CorsConfig.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/CorsConfig.kt
new file mode 100644
index 0000000..cfda34b
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/CorsConfig.kt
@@ -0,0 +1,36 @@
+package org.jcnc.llmx.core.service.config
+
+import com.gewuyou.forgeboot.core.extension.log
+import org.springframework.context.annotation.Configuration
+import org.springframework.web.servlet.config.annotation.CorsRegistry
+import org.springframework.web.servlet.config.annotation.WebMvcConfigurer
+
+/**
+ * CORS配置类
+ *
+ * 该类用于全局配置跨域请求设置，以确保前端应用可以与后端服务进行通信
+ * 主要通过重写addCorsMappings方法来配置跨域请求映射，以及通过corsWebFilter方法来提供更细粒度的跨域支持
+ *
+ * @since 2025-04-02 17:03:41
+ * @author gewuyou
+ */
+@Configuration
+open class CorsConfig : WebMvcConfigurer {
+    /**
+     * 添加跨域请求映射
+     *
+     * 该方法重写了父接口中的addCorsMappings方法，用于配置全局的跨域请求规则
+     * 主要配置了允许所有路径、所有来源、常见HTTP方法、所有请求头的跨域请求，并设置了不携带Cookie以及预检请求缓存时间
+     *
+     * @param registry 跨域请求注册表，用于添加跨域请求映射
+     */
+    override fun addCorsMappings(registry: CorsRegistry) {
+        log.info("Web CORS配置生效")
+        registry.addMapping("/**")  // 匹配所有路径
+            .allowedOrigins("*")  // 允许所有来源（生产环境建议指定具体域名）
+            .allowedMethods("GET", "POST", "PUT", "DELETE", "OPTIONS")  // 允许的HTTP方法
+            .allowedHeaders("*")  // 允许所有请求头
+            .allowCredentials(false)  // 是否允许携带Cookie（true时需要明确指定allowedOrigins，不能为*）
+            .maxAge(3600)  // 预检请求缓存时间（秒）
+    }
+}
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/ModelProperties.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/ModelProperties.kt
deleted file mode 100644
index a6d8091..0000000
--- a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/config/ModelProperties.kt
+++ /dev/null
@@ -1,21 +0,0 @@
-package org.jcnc.llmx.core.service.config
-
-import org.springframework.boot.context.properties.ConfigurationProperties
-import org.springframework.cloud.context.config.annotation.RefreshScope
-
-/**
- *模型属性
- *
- * @since 2025-04-26 18:01:48
- * @author gewuyou
- */
-@ConfigurationProperties(prefix = "llmhub.model-route")
-@RefreshScope
-open class ModelProperties {
-    /**
-     * 模型名前缀 -> 服务名映射
-     * 该映射表存储了模型名前缀与服务名的对应关系，用于快速查找模型对应的服务
-     * 例：openai -> llmhub-impl-openai
-     */
-    var modelServiceMap: Map<String, String> = emptyMap()
-}
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/controller/ChatController.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/controller/ChatController.kt
index ce5ea4c..a851e34 100644
--- a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/controller/ChatController.kt
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/controller/ChatController.kt
@@ -1,11 +1,12 @@
 package org.jcnc.llmx.core.service.controller
 
+import com.gewuyou.forgeboot.core.extension.log
 import com.gewuyou.forgeboot.webmvc.version.annotation.ApiVersion
-import kotlinx.coroutines.flow.Flow
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
 import org.jcnc.llmx.core.service.service.impl.LLMServiceImpl
-import org.jcnc.llmx.core.spi.entities.request.ChatRequest
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
-
+import org.reactivestreams.Publisher
+import org.springframework.http.MediaType
 import org.springframework.web.bind.annotation.PostMapping
 import org.springframework.web.bind.annotation.RequestBody
 import org.springframework.web.bind.annotation.RequestMapping
@@ -33,8 +34,23 @@ class ChatController(
      * @param request 聊天请求对象，包含了发起聊天所需的各种参数和用户信息
      * @return 返回一个Flow流，流中依次提供了聊天响应的部分数据，允许异步处理和逐步消费响应内容
      */
-    @PostMapping("/stream")
-    fun chat(@RequestBody request: ChatRequest): Flow<ChatResponsePart> {
+    @PostMapping("/stream", produces = [MediaType.APPLICATION_NDJSON_VALUE])
+    fun chat(@RequestBody request: ChatRequest): Publisher<ChatResponsePart> {
         return llmServiceImpl.chat(request)
     }
+    /**
+     * 处理多模态聊天请求的函数
+     * 该函数通过 POST 方法接收一个聊天请求，并以 NDJSON 的形式返回聊天响应的部分
+     *
+     * @param request 包含聊天请求信息的数据类
+     * @return 返回一个发布者，用于异步地发送聊天响应的部分
+     *
+     * 注意：该函数被设计为异步处理，以提高性能和响应性
+     * 它使用了响应式编程模型，适合处理高并发和大数据量的响应
+     */
+    @PostMapping("/streamMultimodality", produces = [MediaType.APPLICATION_NDJSON_VALUE])
+    fun multimodalityChat(@RequestBody request: ChatRequest): Publisher<ChatResponsePart>{
+        log.info("request: {}", request)
+        return llmServiceImpl.multimodalityChat(request)
+    }
 }
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/domain/model/ModelRouteMapping.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/domain/model/ModelRouteMapping.kt
new file mode 100644
index 0000000..a4dea5c
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/domain/model/ModelRouteMapping.kt
@@ -0,0 +1,74 @@
+package org.jcnc.llmx.core.service.domain.model
+
+import jakarta.persistence.*
+import org.hibernate.annotations.ColumnDefault
+import java.time.OffsetDateTime
+
+/**
+ * 表示模型与其路由信息之间的映射关系。
+ * 该类用于定义模型与对应服务之间的关联，
+ * 包括相关的描述信息和状态信息。
+ *
+ * 使用注解来定义表名、主键生成策略以及字段与数据库列的映射关系。
+ */
+@Entity
+@Table(name = "model_route_mapping", schema = "core")
+open class ModelRouteMapping {
+    /**
+     * 映射关系的唯一标识符。
+     * 使用序列生成器来自动生成ID。
+     */
+    @Id
+    @GeneratedValue(strategy = GenerationType.SEQUENCE, generator = "model_route_mapping_id_gen")
+    @SequenceGenerator(
+        name = "model_route_mapping_id_gen",
+        sequenceName = "model_route_mapping_id_seq",
+        allocationSize = 1
+    )
+    @Column(name = "id", nullable = false)
+    open var id: Long? = null
+
+    /**
+     * 模型名称。
+     * 用于标识与路由信息相关联的模型。
+     */
+    @Column(name = "model", nullable = false, length = 50)
+    open lateinit var model: String
+
+    /**
+     * 对应的服务名称。
+     * 表示该模型所关联的具体服务实例。
+     */
+    @Column(name = "service_name", nullable = false, length = 50)
+    open lateinit var serviceName: String
+
+    /**
+     * 映射描述。
+     * 提供有关映射的额外信息，便于理解和维护。
+     */
+    @Column(name = "description", length = 150)
+    open var description: String? = null
+
+    /**
+     * 映射状态。
+     * 表示当前映射是否启用。默认情况下，新映射是启用的。
+     */
+    @ColumnDefault("true")
+    @Column(name = "enabled")
+    open var enabled: Boolean=true
+
+    /**
+     * 创建时间。
+     * 默认为创建新映射时的当前时间戳。
+     */
+    @ColumnDefault("CURRENT_TIMESTAMP")
+    @Column(name = "create_at", nullable = false)
+    open var createAt: OffsetDateTime? = null
+
+    /**
+     * 最后更新时间。
+     * 记录映射信息的最后修改时间。
+     */
+    @Column(name = "update_at")
+    open var updateAt: OffsetDateTime? = null
+}
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/manager/ModelRouteManager.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/manager/ModelRouteManager.kt
index 72ef815..3c59b71 100644
--- a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/manager/ModelRouteManager.kt
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/manager/ModelRouteManager.kt
@@ -1,7 +1,8 @@
 package org.jcnc.llmx.core.service.manager
 
 
-import org.jcnc.llmx.core.service.config.ModelProperties
+import com.gewuyou.forgeboot.core.extension.log
+import org.jcnc.llmx.core.service.repositories.ModelRouteMappingRepository
 import org.springframework.stereotype.Component
 
 /**
@@ -15,7 +16,7 @@ import org.springframework.stereotype.Component
  */
 @Component
 class ModelRouteManager(
-    private val modelProperties: ModelProperties
+    private val modelRouteMappingRepository: ModelRouteMappingRepository,
 ) {
     /**
      * 根据模型名查找对应服务
@@ -28,8 +29,11 @@ class ModelRouteManager(
      * @throws IllegalArgumentException 如果模型名不匹配任何已知前缀，抛出此异常
      */
     fun resolveServiceName(model: String): String {
-        for ((prefix, serviceName) in modelProperties.modelServiceMap) {
-            if (model.startsWith(prefix)) {
+        val modelServiceMap = modelRouteMappingRepository.findAllByEnabled(true)
+            .associate { it.model to it.serviceName }
+        log.info("modelServiceMap: $modelServiceMap")
+        for ((model, serviceName) in modelServiceMap) {
+            if (model.startsWith(model)) {
                 return serviceName
             }
         }
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/repositories/ModelRouteMappingRepository.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/repositories/ModelRouteMappingRepository.kt
new file mode 100644
index 0000000..cf4b7ec
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/repositories/ModelRouteMappingRepository.kt
@@ -0,0 +1,10 @@
+package org.jcnc.llmx.core.service.repositories
+
+import org.jcnc.llmx.core.service.domain.model.ModelRouteMapping
+import org.springframework.data.jpa.repository.JpaRepository
+import org.springframework.data.jpa.repository.JpaSpecificationExecutor
+
+interface ModelRouteMappingRepository : JpaRepository<ModelRouteMapping, Long>,
+    JpaSpecificationExecutor<ModelRouteMapping> {
+    fun findAllByEnabled(isEnabled: Boolean): List<ModelRouteMapping>
+}
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/LLMService.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/LLMService.kt
index badf32f..bd0ae6f 100644
--- a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/LLMService.kt
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/LLMService.kt
@@ -1,8 +1,9 @@
 package org.jcnc.llmx.core.service.service
 
-import kotlinx.coroutines.flow.Flow
-import org.jcnc.llmx.core.spi.entities.request.ChatRequest
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
+
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
+import org.reactivestreams.Publisher
 
 import org.springframework.web.bind.annotation.PostMapping
 
@@ -12,7 +13,7 @@ import org.springframework.web.bind.annotation.PostMapping
  * @since 2025-04-26 17:38:18
  * @author gewuyou
  */
-fun interface LLMService {
+interface LLMService {
     /**
      * 初始化与聊天服务的连接，以处理聊天请求
      *
@@ -23,5 +24,6 @@ fun interface LLMService {
      * @return 返回一个Flow流，通过该流可以接收到聊天响应的部分数据，如消息、状态更新等
      */
     @PostMapping("/chat")
-    fun chat(request: ChatRequest): Flow<ChatResponsePart>
+    fun chat(request: ChatRequest): Publisher<ChatResponsePart>
+    fun multimodalityChat(request: ChatRequest): Publisher<ChatResponsePart>
 }
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/impl/LLMServiceImpl.kt b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/impl/LLMServiceImpl.kt
index cdf45d8..2222156 100644
--- a/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/impl/LLMServiceImpl.kt
+++ b/llmx-core/llmx-core-service/src/main/kotlin/org/jcnc/llmx/core/service/service/impl/LLMServiceImpl.kt
@@ -1,11 +1,11 @@
 package org.jcnc.llmx.core.service.service.impl
 
-import kotlinx.coroutines.flow.Flow
-import kotlinx.coroutines.reactive.asFlow
+
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
 import org.jcnc.llmx.core.service.manager.ModelRouteManager
 import org.jcnc.llmx.core.service.service.LLMService
-import org.jcnc.llmx.core.spi.entities.request.ChatRequest
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
+import org.reactivestreams.Publisher
 
 import org.springframework.stereotype.Service
 import org.springframework.web.reactive.function.client.WebClient
@@ -30,7 +30,7 @@ class LLMServiceImpl(
      * @param request 聊天请求对象，包含建立聊天所需的信息，如用户标识、会话标识等
      * @return 返回一个Flow流，通过该流可以接收到聊天响应的部分数据，如消息、状态更新等
      */
-    override fun chat(request: ChatRequest): Flow<ChatResponsePart> {
+    override fun chat(request: ChatRequest): Publisher<ChatResponsePart> {
         val serviceName = modelRouteManager.resolveServiceName(request.model)
         val webClient = webClientBuilder.build()
         return webClient.post()
@@ -38,6 +38,15 @@ class LLMServiceImpl(
             .bodyValue(request)
             .retrieve()
             .bodyToFlux(ChatResponsePart::class.java)
-            .asFlow()
+    }
+
+    override fun multimodalityChat(request: ChatRequest): Publisher<ChatResponsePart> {
+        val serviceName = modelRouteManager.resolveServiceName(request.model)
+        val webClient = webClientBuilder.build()
+        return webClient.post()
+            .uri("http://$serviceName/provider/multimodalityChat")
+            .bodyValue(request)
+            .retrieve()
+            .bodyToFlux(ChatResponsePart::class.java)
     }
 }
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/resources/application-dev.yml b/llmx-core/llmx-core-service/src/main/resources/application-dev.yml
index f6ea2d1..54b155f 100644
--- a/llmx-core/llmx-core-service/src/main/resources/application-dev.yml
+++ b/llmx-core/llmx-core-service/src/main/resources/application-dev.yml
@@ -1,13 +1,2 @@
 server:
-  port: 8081
-spring:
-  config:
-    import: classpath:bootstrap-dev.yml
-llmhub:
-  model-route:
-    modelServiceMap:
-      qwen-turbo: llmhub-impl-baiLian
-      qwen-max: llmhub-impl-baiLian
-      qwen-plus: llmhub-impl-baiLian
-
-
+  port: 8081
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/resources/application-master.yml b/llmx-core/llmx-core-service/src/main/resources/application-master.yml
new file mode 100644
index 0000000..5af7893
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/resources/application-master.yml
@@ -0,0 +1,2 @@
+server:
+  port: 9002
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/resources/application-test.yml b/llmx-core/llmx-core-service/src/main/resources/application-test.yml
new file mode 100644
index 0000000..8091132
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/resources/application-test.yml
@@ -0,0 +1,4 @@
+server:
+  port: 9002
+
+
diff --git a/llmx-core/llmx-core-service/src/main/resources/application.yml b/llmx-core/llmx-core-service/src/main/resources/application.yml
index 4e5448d..3d7808a 100644
--- a/llmx-core/llmx-core-service/src/main/resources/application.yml
+++ b/llmx-core/llmx-core-service/src/main/resources/application.yml
@@ -1,5 +1,3 @@
 spring:
-  application:
-    name: llmhub-core-service
   profiles:
     active: dev
diff --git a/llmx-core/llmx-core-service/src/main/resources/bootstrap-dev.yml b/llmx-core/llmx-core-service/src/main/resources/bootstrap-dev.yml
index d1e2592..62646f9 100644
--- a/llmx-core/llmx-core-service/src/main/resources/bootstrap-dev.yml
+++ b/llmx-core/llmx-core-service/src/main/resources/bootstrap-dev.yml
@@ -1,12 +1,25 @@
 spring:
   cloud:
     nacos:
+      ip: 127.0.0.1
       username: nacos
-      password: L4s6f9y3
+      password: L4s6f9y3,
       server-addr: 49.235.96.75:8848
-      ip: 192.168.1.6
       discovery:
-        server-addr: ${spring.cloud.nacos.server-addr}
+        ip: ${spring.cloud.nacos.ip}
         username: ${spring.cloud.nacos.username}
         password: ${spring.cloud.nacos.password}
-        ip: ${spring.cloud.nacos.ip}
\ No newline at end of file
+        server-addr: ${spring.cloud.nacos.server-addr}
+        group: llmx-${spring.profiles.active}
+        namespace: a17d57ec-4fd9-44c7-a617-7f6003a0b332
+      config:
+        file-extension: yaml
+        namespace: a17d57ec-4fd9-44c7-a617-7f6003a0b332
+        refresh-enabled: true
+        extension-configs:
+          - data-id: ${spring.application.name}-${spring.profiles.active}.yaml
+            refresh: true
+            group: ${spring.application.name}
+          - data-id: common-db.yaml
+            refresh: true
+            group: infra
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/resources/bootstrap-master.yml b/llmx-core/llmx-core-service/src/main/resources/bootstrap-master.yml
new file mode 100644
index 0000000..473128d
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/resources/bootstrap-master.yml
@@ -0,0 +1,23 @@
+spring:
+  cloud:
+    nacos:
+      username: nacos
+      password: L4s6f9y3,
+      server-addr: 49.235.96.75:8848
+      discovery:
+        server-addr: ${spring.cloud.nacos.server-addr}
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
+        group: llmx-${spring.profiles.active}
+        namespace: ab34d859-6f1a-4f28-ac6b-27a7410ab27b
+      config:
+        file-extension: yaml
+        namespace: ab34d859-6f1a-4f28-ac6b-27a7410ab27b
+        refresh-enabled: true
+        extension-configs:
+          - data-id: ${spring.application.name}-${spring.profiles.active}.yaml
+            refresh: true
+            group: ${spring.application.name}
+          - data-id: common-db.yaml
+            refresh: true
+            group: infra
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/resources/bootstrap-test.yml b/llmx-core/llmx-core-service/src/main/resources/bootstrap-test.yml
new file mode 100644
index 0000000..2870fad
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/resources/bootstrap-test.yml
@@ -0,0 +1,23 @@
+spring:
+  cloud:
+    nacos:
+      server-addr: llmx-nacos:8848
+      username: nacos
+      password: L4s6f9y3,
+      discovery:
+        server-addr: ${spring.cloud.nacos.server-addr}
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
+        group: llmx-${spring.profiles.active}
+        namespace: 54a289f7-5f4a-4c83-8a0a-199defa35458
+      config:
+        file-extension: yaml
+        namespace: 54a289f7-5f4a-4c83-8a0a-199defa35458
+        refresh-enabled: true
+        extension-configs:
+          - data-id: ${spring.application.name}-${spring.profiles.active}.yaml
+            refresh: true
+            group: ${spring.application.name}
+          - data-id: common-db.yaml
+            refresh: true
+            group: infra
\ No newline at end of file
diff --git a/llmx-core/llmx-core-service/src/main/resources/bootstrap.yml b/llmx-core/llmx-core-service/src/main/resources/bootstrap.yml
new file mode 100644
index 0000000..dd04bca
--- /dev/null
+++ b/llmx-core/llmx-core-service/src/main/resources/bootstrap.yml
@@ -0,0 +1,5 @@
+spring:
+  application:
+    name: llmx-core-service
+  profiles:
+    active: dev
diff --git a/llmx-core/llmx-core-spi/build.gradle.kts b/llmx-core/llmx-core-spi/build.gradle.kts
index 923d5d7..8821f83 100644
--- a/llmx-core/llmx-core-spi/build.gradle.kts
+++ b/llmx-core/llmx-core-spi/build.gradle.kts
@@ -4,6 +4,7 @@ apply {
     plugin(libs.plugins.kotlin.plugin.spring.get().pluginId)
 }
 dependencies {
-    compileOnly(libs.kotlinx.coruntes.reactor)
     compileOnly(libs.springBootStarter.web)
+    api(libs.org.reactivestreams.reactiveStreams)
+    api(project(Modules.Core.COMMON))
 }
\ No newline at end of file
diff --git a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/request/ChatRequest.kt b/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/request/ChatRequest.kt
deleted file mode 100644
index ada4e27..0000000
--- a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/entities/request/ChatRequest.kt
+++ /dev/null
@@ -1,17 +0,0 @@
-package org.jcnc.llmx.core.spi.entities.request
-
-
-/**
- * ChatRequest数据类，用于封装聊天请求的参数
- * @since 2025-04-25 17:07:02
- * @author gewuyou
- * @param prompt 用户的聊天提示或消息，是聊天请求的主要输入
- * @param model 使用的聊天模型名称，决定了解析和响应的方式
- * @param options 可选的额外参数集合，用于定制聊天请求的行为和输出
- *                可以包括如最大回复长度、温度（随机性）等
- */
-data class ChatRequest(
-    val prompt: String,
-    val model: String,
-    val options: Map<String, String> = mapOf()
-)
diff --git a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/provider/LLMProvider.kt b/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/provider/LLMProvider.kt
index f390c4b..69c41fb 100644
--- a/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/provider/LLMProvider.kt
+++ b/llmx-core/llmx-core-spi/src/main/kotlin/org/jcnc/llmx/core/spi/provider/LLMProvider.kt
@@ -1,11 +1,12 @@
 package org.jcnc.llmx.core.spi.provider
 
-import kotlinx.coroutines.flow.Flow
-import org.jcnc.llmx.core.spi.entities.request.ChatRequest
-import org.jcnc.llmx.core.spi.entities.request.EmbeddingRequest
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
-import org.jcnc.llmx.core.spi.entities.response.EmbeddingResponse
 
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.request.EmbeddingRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
+import org.jcnc.llmx.core.common.entities.response.EmbeddingResponse
+import org.reactivestreams.Publisher
+import org.springframework.http.MediaType
 import org.springframework.web.bind.annotation.PostMapping
 import org.springframework.web.bind.annotation.RequestMapping
 
@@ -29,9 +30,20 @@ interface LLMProvider {
      * @param request 聊天请求对象，包含建立聊天所需的信息，如用户标识、会话标识等
      * @return 返回一个Flow流，通过该流可以接收到聊天响应的部分数据，如消息、状态更新等
      */
-    @PostMapping("/chat")
-    fun chat(request: ChatRequest): Flow<ChatResponsePart>
-
+    @PostMapping("/chat", produces = [MediaType.APPLICATION_NDJSON_VALUE])
+    fun chat(request: ChatRequest): Publisher<ChatResponsePart>
+    /**
+     * 处理多模态聊天请求的函数
+     * 该函数通过 POST 方法接收一个聊天请求，并以 NDJSON 的形式返回聊天响应的部分
+     *
+     * @param request 包含聊天请求信息的数据类
+     * @return 返回一个发布者，用于异步地发送聊天响应的部分
+     *
+     * 注意：该函数被设计为异步处理，以提高性能和响应性
+     * 它使用了响应式编程模型，适合处理高并发和大数据量的响应
+     */
+    @PostMapping("/multimodalityChat", produces = [MediaType.APPLICATION_NDJSON_VALUE])
+    fun multimodalityChat(request: ChatRequest): Publisher<ChatResponsePart>
     /**
      * 嵌入功能方法
      * 该方法允许用户发送嵌入请求，以获取LLM生成的嵌入向量
diff --git a/llmx-impl/llmx-impl-baiLian/build.gradle.kts b/llmx-impl/llmx-impl-baiLian/build.gradle.kts
deleted file mode 100644
index 12471f2..0000000
--- a/llmx-impl/llmx-impl-baiLian/build.gradle.kts
+++ /dev/null
@@ -1,23 +0,0 @@
-
-// 开启springboot
-extra[ProjectFlags.USE_SPRING_BOOT] = true
-setProperty(ProjectFlags.USE_SPRING_CLOUD_BOM,true)
-dependencies {
-    // Nacos 服务发现和配置
-    implementation(libs.springCloudStarter.alibaba.nacos.discovery)
-
-    implementation(project(Modules.Core.SPI))
-
-    implementation(libs.kotlinx.coruntes.reactor)
-
-    implementation(libs.aliyun.bailian)
-
-    implementation(libs.okHttp)
-
-    implementation(libs.forgeBoot.core.extension)
-
-    implementation(libs.jackson.module.kotlin)
-
-    implementation(libs.forgeBoot.core.extension)
-}
-
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/adapter/DashScopeAdapter.kt b/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/adapter/DashScopeAdapter.kt
deleted file mode 100644
index d1b31c0..0000000
--- a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/adapter/DashScopeAdapter.kt
+++ /dev/null
@@ -1,105 +0,0 @@
-package org.jcnc.llmx.impl.baiLian.adapter
-
-import com.fasterxml.jackson.databind.ObjectMapper
-import com.gewuyou.forgeboot.core.extension.log
-import kotlinx.coroutines.*
-import kotlinx.coroutines.flow.Flow
-import kotlinx.coroutines.flow.flow
-import okhttp3.Headers.Companion.toHeaders
-import okhttp3.MediaType.Companion.toMediaType
-import okhttp3.OkHttpClient
-import okhttp3.Request
-import okhttp3.RequestBody.Companion.toRequestBody
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
-
-import org.springframework.stereotype.Component
-import java.io.BufferedReader
-
-/**
- * 百炼适配器
- *
- * 该类负责与百炼API进行交互，提供流式聊天功能。
- * 它使用OkHttpClient发送请求，并通过Jackson库处理JSON数据。
- *
- * @param okHttpClient 用于发送HTTP请求的客户端
- * @param objectMapper 用于序列化和反序列化JSON数据的映射器
- * @since 2025-04-27 10:31:47
- * @author gewuyou
- */
-@Component
-class DashScopeAdapter(
-    private val okHttpClient: OkHttpClient,
-    private val objectMapper: ObjectMapper
-) {
-    /**
-     * 发送流式聊天请求
-     *
-     * 本函数构建并发送一个聊天请求，然后以流的形式接收和处理响应。
-     * 它主要用于与DashScope API进行交互，提取并发布聊天响应的部分内容。
-     *
-     * @param url 请求的URL
-     * @param headers 请求的头部信息
-     * @param requestBody 请求的主体内容
-     * @param extractContent 一个函数，用于从JSON响应中提取内容
-     * @param dispatcher 协程调度器，默认为IO调度器
-     * @return 返回一个Flow，发布聊天响应的部分内容
-     */
-    fun sendStreamChat(
-        url: String,
-        headers: Map<String, String>,
-        requestBody: Any,
-        extractContent: (String) -> ChatResponsePart,
-        dispatcher: CoroutineDispatcher = Dispatchers.IO
-    ): Flow<ChatResponsePart> = flow {
-        val requestJson = objectMapper.writeValueAsString(requestBody)
-        log.info("📤 请求参数: {}", requestJson)
-
-        val request = Request.Builder()
-            .url(url)
-            .headers(headers.toHeaders())
-            .post(requestJson.toRequestBody("application/json".toMediaType()))
-            .build()
-
-        val call = okHttpClient.newCall(request)
-        val response = call.execute()
-
-        if (!response.isSuccessful) {
-            throw RuntimeException("❌ DashScope 请求失败: HTTP ${response.code}")
-        }
-
-        val responseBody = response.body ?: throw RuntimeException("❌ DashScope 响应体为空")
-
-        val bufferedReader: BufferedReader = responseBody.charStream().buffered()
-        val allContent = StringBuilder()
-
-        try {
-            while (currentCoroutineContext().isActive) {
-                val line = withContext(dispatcher) {
-                    bufferedReader.readLine()
-                } ?: break
-                log.info("📥 接收到行: {}", line)
-
-                if (line.startsWith("data:")) {
-                    val jsonPart = line.removePrefix("data:").trim()
-                    try {
-                        val part = extractContent(jsonPart)
-                        allContent.append(part.content)
-                        log.info("✅ 提取内容: {}", part)
-                        emit(part)
-                    } catch (e: Exception) {
-                        log.warn("⚠️ 无法解析 JSON: {}", jsonPart, e)
-                    }
-                }
-            }
-            log.info("📦 完整内容: {}", allContent)
-        } catch (e: Exception) {
-            log.error("🚨 读取 DashScope 响应流失败: {}", e.message, e)
-            throw e
-        } finally {
-            withContext(dispatcher) {
-                bufferedReader.close()
-            }
-            response.close()
-        }
-    }
-}
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/resources/application-dev.yml b/llmx-impl/llmx-impl-baiLian/src/main/resources/application-dev.yml
deleted file mode 100644
index 7bb8cd6..0000000
--- a/llmx-impl/llmx-impl-baiLian/src/main/resources/application-dev.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-server:
-  port: 8082
-spring:
-  config:
-    import: classpath:bootstrap-dev.yml
-  application:
-    name: llmhub-impl-baiLian
-  cloud:
-    nacos:
-      discovery:
-        server-addr: 49.235.96.75:8848  # Nacos 服务地址
-# 阿里云配置
-aliyun:
-  # DashScope服务配置
-  dash:
-    # 访问凭证配置
-    scope:
-      access-key-id: LTAI5tHiA2Ry3XTAfoSEJW6z  # 阿里云访问密钥ID
-      access-key-secret: K5sf4FxZZuUgLEFnyfepBfMqFGmDcD  # 阿里云访问密钥密钥
-      endpoint: bailian.cn-beijing.aliyuncs.com  # 阿里云服务端点
-      workspace-id: llm-axfkuqft05uzbjpi  # 工作区ID
-      api-key: sk-78af4dd964a94f4cb373851064dbdc12  # API密钥
-      app-id: 3fae0bbab2e54a90a37aa02cd12dd62c  # 应用ID
-      base-url: https://dashscope.aliyuncs.com/api/v1/apps/  # 基础API URL
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/resources/application-prod.yml b/llmx-impl/llmx-impl-baiLian/src/main/resources/application-prod.yml
deleted file mode 100644
index b39b48c..0000000
--- a/llmx-impl/llmx-impl-baiLian/src/main/resources/application-prod.yml
+++ /dev/null
@@ -1,22 +0,0 @@
-server:
-  port: 9003
-spring:
-  application:
-    name: llmhub-impl-baiLian
-  cloud:
-    nacos:
-      discovery:
-        server-addr: 49.235.96.75:9001  # Nacos 服务地址
-# 阿里云配置
-aliyun:
-  # DashScope服务配置
-  dash:
-    # 访问凭证配置
-    scope:
-      access-key-id: LTAI5tHiA2Ry3XTAfoSEJW6z  # 阿里云访问密钥ID
-      access-key-secret: K5sf4FxZZuUgLEFnyfepBfMqFGmDcD  # 阿里云访问密钥密钥
-      endpoint: bailian.cn-beijing.aliyuncs.com  # 阿里云服务端点
-      workspace-id: llm-axfkuqft05uzbjpi  # 工作区ID
-      api-key: sk-78af4dd964a94f4cb373851064dbdc12  # API密钥
-      app-id: 3fae0bbab2e54a90a37aa02cd12dd62c  # 应用ID
-      base-url: https://dashscope.aliyuncs.com/api/v1/apps/  # 基础API URL
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/resources/application.yml b/llmx-impl/llmx-impl-baiLian/src/main/resources/application.yml
deleted file mode 100644
index b9fc61b..0000000
--- a/llmx-impl/llmx-impl-baiLian/src/main/resources/application.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-spring:
-  application:
-    name: llmhub-impl-baiLian
-  profiles:
-    active: dev
-# 阿里云配置
-aliyun:
-  # DashScope服务配置
-  dash:
-    # 访问凭证配置
-    scope:
-      access-key-id: LTAI5tHiA2Ry3XTAfoSEJW6z  # 阿里云访问密钥ID
-      access-key-secret: K5sf4FxZZuUgLEFnyfepBfMqFGmDcD  # 阿里云访问密钥密钥
-      endpoint: bailian.cn-beijing.aliyuncs.com  # 阿里云服务端点
-      workspace-id: llm-axfkuqft05uzbjpi  # 工作区ID
-      api-key: sk-78af4dd964a94f4cb373851064dbdc12  # API密钥
-      app-id: 3fae0bbab2e54a90a37aa02cd12dd62c  # 应用ID
-      base-url: https://dashscope.aliyuncs.com/api/v1/apps/  # 基础API URL
\ No newline at end of file
diff --git a/llmx-impl/llmx-impl-bailian/.gitattributes b/llmx-impl/llmx-impl-bailian/.gitattributes
new file mode 100644
index 0000000..8af972c
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/.gitattributes
@@ -0,0 +1,3 @@
+/gradlew text eol=lf
+*.bat text eol=crlf
+*.jar binary
diff --git a/llmx-impl/llmx-impl-bailian/.gitignore b/llmx-impl/llmx-impl-bailian/.gitignore
new file mode 100644
index 0000000..5a979af
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/.gitignore
@@ -0,0 +1,40 @@
+HELP.md
+.gradle
+build/
+!gradle/wrapper/gradle-wrapper.jar
+!**/src/main/**/build/
+!**/src/test/**/build/
+
+### STS ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+bin/
+!**/src/main/**/bin/
+!**/src/test/**/bin/
+
+### IntelliJ IDEA ###
+.idea
+*.iws
+*.iml
+*.ipr
+out/
+!**/src/main/**/out/
+!**/src/test/**/out/
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+
+### VS Code ###
+.vscode/
+
+### Kotlin ###
+.kotlin
diff --git a/llmx-impl/llmx-impl-bailian/build.gradle.kts b/llmx-impl/llmx-impl-bailian/build.gradle.kts
new file mode 100644
index 0000000..cd168b9
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/build.gradle.kts
@@ -0,0 +1,6 @@
+// 开启LLM实现平台依赖
+setProperty(ProjectFlags.USE_LLM_IMPL_PLATFORM_DEPENDENCE, true)
+dependencies {
+    implementation(libs.aliyun.bailian)
+}
+
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/LlmxImplBailianApplication.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/LlmxImplBailianApplication.kt
similarity index 100%
rename from llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/LlmxImplBailianApplication.kt
rename to llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/LlmxImplBailianApplication.kt
diff --git a/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/adapter/DashScopeAdapter.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/adapter/DashScopeAdapter.kt
new file mode 100644
index 0000000..1d83300
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/adapter/DashScopeAdapter.kt
@@ -0,0 +1,137 @@
+package org.jcnc.llmx.impl.baiLian.adapter
+
+import com.fasterxml.jackson.databind.ObjectMapper
+import com.gewuyou.forgeboot.core.extension.log
+import kotlinx.coroutines.*
+import kotlinx.coroutines.flow.Flow
+import kotlinx.coroutines.flow.FlowCollector
+import kotlinx.coroutines.flow.flow
+import okhttp3.Headers.Companion.toHeaders
+import okhttp3.MediaType.Companion.toMediaType
+import okhttp3.OkHttpClient
+import okhttp3.Request
+import okhttp3.RequestBody.Companion.toRequestBody
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
+
+
+import org.springframework.stereotype.Component
+import java.io.BufferedReader
+
+/**
+ * 百炼适配器
+ *
+ * 该类负责与百炼API进行交互，提供流式聊天功能。
+ * 它使用OkHttpClient发送请求，并通过Jackson库处理JSON数据。
+ *
+ * @param okHttpClient 用于发送HTTP请求的客户端
+ * @param objectMapper 用于序列化和反序列化JSON数据的映射器
+ * @since 2025-04-27 10:31:47
+ * @author gewuyou
+ */
+@Component
+class DashScopeAdapter(
+    private val okHttpClient: OkHttpClient,
+    private val objectMapper: ObjectMapper,
+) {
+    /**
+     * 发送流式聊天请求
+     *
+     * 本函数构建并发送一个聊天请求，然后以流的形式接收和处理响应。
+     * 它主要用于与DashScope API进行交互，提取并发布聊天响应的部分内容。
+     *
+     * @param url 请求的URL
+     * @param headers 请求的头部信息
+     * @param requestBody 请求的主体内容
+     * @param extractContent 一个函数，用于从JSON响应中提取内容
+     * @param dispatcher 协程调度器，默认为IO调度器
+     * @return 返回一个Flow，发布聊天响应的部分内容
+     */
+    fun sendStreamChat(
+        url: String,
+        headers: Map<String, String>,
+        requestBody: Any,
+        extractContent: (String) -> ChatResponsePart,
+        dispatcher: CoroutineDispatcher = Dispatchers.IO,
+    ): Flow<ChatResponsePart> = flow {
+        val requestJson = objectMapper.writeValueAsString(requestBody)
+        log.info("📤 请求参数: {}", requestJson)
+
+        val request = buildRequest(url, headers, requestJson)
+
+        okHttpClient.newCall(request).execute().use { response ->
+            if (!response.isSuccessful) {
+                log.error("🚨 DashScope 请求失败: code ${response.code} message: ${response.message} body: ${response.body}")
+                throw RuntimeException("❌ DashScope 请求失败: HTTP ${response.code}")
+            }
+
+            val responseBody = response.body ?: throw RuntimeException("❌ DashScope 响应体为空")
+
+            responseBody.charStream().buffered().use { reader ->
+                val allContent = StringBuilder()
+                try {
+                    processResponse(dispatcher, reader, extractContent, allContent)
+                    log.info("📦 完整内容: {}", allContent)
+                } catch (e: Exception) {
+                    log.error("🚨 读取 DashScope 响应流失败: {}", e.message, e)
+                    throw e
+                }
+            }
+        }
+    }
+
+    /**
+     * 处理响应流
+     *
+     * 本函数读取HTTP响应中的数据行，解析并提取内容。
+     * 它在循环中读取每一行，并使用提供的函数提取内容。
+     *
+     * @param dispatcher 协程调度器
+     * @param reader 响应体的BufferedReader
+     * @param extractContent 一个函数，用于从JSON响应中提取内容
+     * @param allContent 保存所有提取内容的StringBuilder
+     */
+    private suspend fun FlowCollector<ChatResponsePart>.processResponse(
+        dispatcher: CoroutineDispatcher,
+        reader: BufferedReader,
+        extractContent: (String) -> ChatResponsePart,
+        allContent: StringBuilder,
+    ) {
+        while (currentCoroutineContext().isActive) {
+            val line = withContext(dispatcher) {
+                reader.readLine()
+            } ?: break
+
+            log.debug("📥 接收到行: {}", line)
+
+            if (line.startsWith("data:")) {
+                val jsonPart = line.removePrefix("data:").trim()
+                try {
+                    val part = extractContent(jsonPart)
+                    allContent.append(part.content)
+                    log.debug("✅ 提取内容: {}", part)
+                    emit(part)
+                } catch (e: Exception) {
+                    log.warn("⚠️ 无法解析 JSON: {}", jsonPart, e)
+                }
+            }
+        }
+    }
+
+    /**
+     * 构建请求
+     *
+     * 本函数构建一个OkHttp请求对象，用于发送聊天请求。
+     *
+     * @param url 请求的URL
+     * @param headers 请求的头部信息
+     * @param json 请求的主体内容的JSON字符串
+     * @return 返回构建好的Request对象
+     */
+    private fun buildRequest(url: String, headers: Map<String, String>, json: String): Request {
+        return Request.Builder()
+            .url(url)
+            .headers(headers.toHeaders())
+            .post(json.toRequestBody("application/json".toMediaType()))
+            .build()
+    }
+}
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/ClientConfig.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/ClientConfig.kt
similarity index 100%
rename from llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/ClientConfig.kt
rename to llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/ClientConfig.kt
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/DashScopeConfig.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/DashScopeConfig.kt
similarity index 100%
rename from llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/DashScopeConfig.kt
rename to llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/DashScopeConfig.kt
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/entities/DashScopeProperties.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/entities/DashScopeProperties.kt
similarity index 92%
rename from llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/entities/DashScopeProperties.kt
rename to llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/entities/DashScopeProperties.kt
index 608d3b5..7b79431 100644
--- a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/entities/DashScopeProperties.kt
+++ b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/config/entities/DashScopeProperties.kt
@@ -44,5 +44,9 @@ class DashScopeProperties {
      * 应用调用基路径，例如 /api/v1。
      */
     var baseUrl: String = ""
+    /**
+     * 多模态对话调用路径
+     */
+    var multimodalityUrl: String = ""
 
 }
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/controller/BaiLianProvider.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/controller/BaiLianProvider.kt
similarity index 66%
rename from llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/controller/BaiLianProvider.kt
rename to llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/controller/BaiLianProvider.kt
index 028c275..039502e 100644
--- a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/controller/BaiLianProvider.kt
+++ b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/controller/BaiLianProvider.kt
@@ -1,16 +1,20 @@
 package org.jcnc.llmx.impl.baiLian.controller
 
-import kotlinx.coroutines.flow.Flow
-import org.jcnc.llmx.core.spi.entities.request.ChatRequest
-import org.jcnc.llmx.core.spi.entities.request.EmbeddingRequest
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
-import org.jcnc.llmx.core.spi.entities.response.EmbeddingResponse
+
+import kotlinx.coroutines.reactive.asPublisher
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.request.EmbeddingRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
+import org.jcnc.llmx.core.common.entities.response.EmbeddingResponse
+
 import org.jcnc.llmx.core.spi.provider.LLMProvider
 import org.jcnc.llmx.impl.baiLian.service.BaiLianModelService
+import org.reactivestreams.Publisher
 
 import org.springframework.web.bind.annotation.RequestBody
 import org.springframework.web.bind.annotation.RestController
 
+
 /**
  *百炼提供商
  *
@@ -18,10 +22,9 @@ import org.springframework.web.bind.annotation.RestController
  * @author gewuyou
  */
 @RestController
-//@RequestMapping("/provider")
 class BaiLianProvider(
     private val baiLianModelService: BaiLianModelService
-): LLMProvider {
+) : LLMProvider {
     /**
      * 初始化与聊天服务的连接，以处理聊天请求
      *
@@ -31,9 +34,12 @@ class BaiLianProvider(
      * @param request 聊天请求对象，包含建立聊天所需的信息，如用户标识、会话标识等
      * @return 返回一个Flow流，通过该流可以接收到聊天响应的部分数据，如消息、状态更新等
      */
-//    @PostMapping("/chat")
-    override fun chat(@RequestBody request: ChatRequest): Flow<ChatResponsePart> {
-        return baiLianModelService.streamChat(request)
+    override fun chat(@RequestBody request: ChatRequest): Publisher<ChatResponsePart> {
+        return baiLianModelService.streamChat(request).asPublisher()
+    }
+
+    override fun multimodalityChat(@RequestBody request: ChatRequest): Publisher<ChatResponsePart> {
+        return baiLianModelService.streamMultimodalityChat(request).asPublisher()
     }
 
     /**
diff --git a/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/entities/response/DashScopeResponse.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/entities/response/DashScopeResponse.kt
new file mode 100644
index 0000000..8c7c907
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/entities/response/DashScopeResponse.kt
@@ -0,0 +1,117 @@
+package org.jcnc.llmx.impl.baiLian.entities.response
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties
+import com.fasterxml.jackson.annotation.JsonProperty
+
+/**
+ * Dash范围响应类
+ *
+ * 该类用于表示从Dash服务接收到的响应数据结构它包含了响应的输出信息、使用情况和请求ID
+ * 主要用于JSON序列化和反序列化
+ *
+ * @param output 输出信息，包括生成的内容和完成原因
+ * @param usage 使用情况，包括输入和输出的令牌详情
+ * @param requestId 请求ID，用于跟踪和调试请求
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+data class DashScopeResponse(
+    val output: Output?,
+    val usage: Usage?,
+    @JsonProperty("request_id")
+    val requestId: String?
+)
+
+/**
+ * 输出数据类
+ *
+ * 该类包含Dash服务生成的内容，主要是通过choices列表来提供可能的回复选项
+ *
+ * @param choices 生成内容的选项列表
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+data class Output(
+    val choices: List<Choice>?
+)
+
+/**
+ * 选择项数据类
+ *
+ * 该类表示生成内容的一个选项，包括完成原因和具体的消息内容
+ *
+ * @param finishReason 完成原因，解释生成内容结束的原因
+ * @param message 消息内容，包括角色和具体内容
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+data class Choice(
+    @JsonProperty("finish_reason")
+    val finishReason: String?,
+    val message: Message?
+)
+
+/**
+ * 消息数据类
+ *
+ * 该类表示一条消息，包括消息的角色（如用户、助手）和具体内容
+ * 具体内容通过一个内容列表来表示
+ *
+ * @param role 消息的角色，如用户、助手等
+ * @param content 消息的具体内容列表
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+data class Message(
+    val role: String?,
+    val content: List<Content>?
+)
+
+/**
+ * 内容数据类
+ *
+ * 该类表示消息中的具体内容，目前只支持文本内容
+ *
+ * @param text 文本内容
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+data class Content(
+    val text: String?
+)
+
+/**
+ * 使用情况数据类
+ *
+ * 该类详细记录了Dash服务的使用情况，包括输入和输出的令牌数量和详情
+ *
+ * @param inputTokensDetails 输入令牌的详情
+ * @param outputTokensDetails 输出令牌的详情
+ * @param inputTokens 输入令牌的数量
+ * @param outputTokens 输出令牌的数量
+ * @param totalTokens 总令牌的数量
+ * @param imageTokens 图像令牌的数量，如果适用
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+data class Usage(
+    @JsonProperty("input_tokens_details")
+    val inputTokensDetails: TokenDetail?,
+    @JsonProperty("output_tokens_details")
+    val outputTokensDetails: TokenDetail?,
+    @JsonProperty("input_tokens")
+    val inputTokens: Int?,
+    @JsonProperty("output_tokens")
+    val outputTokens: Int?,
+    @JsonProperty("total_tokens")
+    val totalTokens: Int?,
+    @JsonProperty("image_tokens")
+    val imageTokens: Int?
+)
+
+/**
+ * 令牌详情数据类
+ *
+ * 该类提供了令牌的详细信息，目前仅支持文本令牌的数量
+ *
+ * @param textTokens 文本令牌的数量
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+data class TokenDetail(
+    @JsonProperty("text_tokens")
+    val textTokens: Int?
+)
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/BaiLianModelService.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/BaiLianModelService.kt
similarity index 54%
rename from llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/BaiLianModelService.kt
rename to llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/BaiLianModelService.kt
index 3f6a488..d6c6a6b 100644
--- a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/BaiLianModelService.kt
+++ b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/BaiLianModelService.kt
@@ -1,8 +1,8 @@
 package org.jcnc.llmx.impl.baiLian.service
 
 import kotlinx.coroutines.flow.Flow
-import org.jcnc.llmx.core.spi.entities.request.ChatRequest
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
 
 
 /**
@@ -20,4 +20,11 @@ interface BaiLianModelService {
      * @return 返回一个Flow流，包含部分聊天响应，允许逐步处理和消费响应
      */
     fun streamChat(request: ChatRequest): Flow<ChatResponsePart>
+    /**
+     * 使用流式多模态聊天交互
+     *
+     * @param request 聊天请求对象，包含用户输入、上下文等信息
+     * @return 返回一个Flow流，包含部分聊天响应，允许逐步处理和消费响应
+     */
+    fun streamMultimodalityChat(request: ChatRequest) : Flow<ChatResponsePart>
 }
diff --git a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt
similarity index 61%
rename from llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt
rename to llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt
index a0bb423..f5340e6 100644
--- a/llmx-impl/llmx-impl-baiLian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt
+++ b/llmx-impl/llmx-impl-bailian/src/main/kotlin/org/jcnc/llmx/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt
@@ -4,11 +4,13 @@ import com.fasterxml.jackson.core.type.TypeReference
 import com.fasterxml.jackson.databind.ObjectMapper
 import com.gewuyou.forgeboot.core.extension.log
 import kotlinx.coroutines.flow.Flow
-import org.jcnc.llmx.core.spi.entities.request.ChatRequest
-import org.jcnc.llmx.core.spi.entities.response.ChatResponsePart
-import org.jcnc.llmx.core.spi.entities.response.Usage
+import org.jcnc.llmx.core.common.entities.request.ChatRequest
+import org.jcnc.llmx.core.common.entities.response.ChatResponsePart
+import org.jcnc.llmx.core.common.entities.response.Usage
+
 import org.jcnc.llmx.impl.baiLian.adapter.DashScopeAdapter
 import org.jcnc.llmx.impl.baiLian.config.entities.DashScopeProperties
+import org.jcnc.llmx.impl.baiLian.entities.response.DashScopeResponse
 import org.jcnc.llmx.impl.baiLian.service.BaiLianModelService
 
 import org.springframework.stereotype.Service
@@ -47,7 +49,7 @@ class BaiLianModelServiceImpl(
         // 构造输入参数，主要包括用户的prompt
         val inputMap = mutableMapOf("prompt" to request.prompt)
         // 获取会话ID，如果存在，则添加到输入参数中
-        val sessionId = (request.options["session_id"] ?: "").toString()
+        val sessionId = (request.options["session_id"] ?: "")
         if (StringUtils.hasText(sessionId)) {
             inputMap["session_id"] = sessionId
         }
@@ -123,4 +125,75 @@ class BaiLianModelServiceImpl(
             }
         )
     }
+
+    /**
+     * 使用流式多模态聊天交互
+     *
+     * @param request 聊天请求对象，包含用户输入、上下文等信息
+     * @return 返回一个Flow流，包含部分聊天响应，允许逐步处理和消费响应
+     */
+    override fun streamMultimodalityChat(request: ChatRequest): Flow<ChatResponsePart> {
+        // 构造请求URL
+        val url = dashScopeProperties.multimodalityUrl
+        log.info("请求URL: $url")
+        // 构造请求头，包括授权信息和内容类型
+        val headers = mapOf(
+            "Authorization" to "Bearer ${dashScopeProperties.apiKey}",
+            "Content-Type" to "application/json",
+            "X-DashScope-SSE" to "enable"
+        )
+        log.info("请求头: $headers")
+        // 构造输入参数，主要包括用户的message
+        val inputMap = mutableMapOf("messages" to request.messages)
+        // 构造参数地图，包括是否包含思考、模型ID、增量输出等
+        val parametersMap = mutableMapOf(
+            "incremental_output" to true,
+        )
+        // 构造请求体，包括输入参数、构造的参数地图和调试信息
+        val body = mapOf(
+            "model" to request.model,
+            "input" to inputMap,
+            "parameters" to parametersMap,
+        )
+        // 发送流式聊天请求，并处理响应
+        return dashScopeAdapter.sendStreamChat(
+            url, headers, body,
+            { json: String ->
+                val response = objectMapper.readValue(json, DashScopeResponse::class.java)
+                val choices = response
+                    .output
+                    ?.choices
+                    ?.getOrNull(0)
+                // 提取输出文本
+                val text = choices
+                    ?.message
+                    ?.content
+                    ?.getOrNull(0)
+                    ?.text
+                    ?: ""
+                // 判断是否完成（finish_reason 通常为 "stop"，但你这里是字符串 "null"）
+                val finishReason = choices?.finishReason
+                val done = finishReason == "stop"
+                // 提取使用情况
+                val usage = response.usage
+                val promptTokens = usage?.inputTokens ?: 0
+                val completionTokens = usage?.outputTokens ?: 0
+                val totalTokens = usage?.totalTokens ?: 0
+                ChatResponsePart(
+                    content = text,
+                    done = done,
+                    usage = Usage(
+                        promptTokens = promptTokens,
+                        completionTokens = completionTokens,
+                        totalTokens = totalTokens
+                    ),
+                    other = mapOf(
+                        "request_id" to (response.requestId ?: ""),
+                        "model" to request.model,
+                        "response" to json
+                    )
+                )
+            }
+        )
+    }
 }
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/application-dev.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/application-dev.yml
new file mode 100644
index 0000000..0884131
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/application-dev.yml
@@ -0,0 +1,2 @@
+server:
+  port: 8082
\ No newline at end of file
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/application-master.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/application-master.yml
new file mode 100644
index 0000000..9beecae
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/application-master.yml
@@ -0,0 +1,2 @@
+server:
+  port: 9003
\ No newline at end of file
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/application-test.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/application-test.yml
new file mode 100644
index 0000000..f9c0b55
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/application-test.yml
@@ -0,0 +1,2 @@
+server:
+  port: 9003
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/application.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/application.yml
new file mode 100644
index 0000000..caf4dfc
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/application.yml
@@ -0,0 +1,3 @@
+spring:
+  profiles:
+    active: dev
\ No newline at end of file
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-dev.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-dev.yml
new file mode 100644
index 0000000..2b145bd
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-dev.yml
@@ -0,0 +1,22 @@
+spring:
+  cloud:
+    nacos:
+      ip: 127.0.0.1
+      username: nacos
+      password: L4s6f9y3,
+      server-addr: 49.235.96.75:8848
+      discovery:
+        ip: ${spring.cloud.nacos.ip}
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
+        server-addr: ${spring.cloud.nacos.server-addr}
+        group: llmx-${spring.profiles.active}
+        namespace: a17d57ec-4fd9-44c7-a617-7f6003a0b332
+      config:
+        file-extension: yaml
+        namespace: a17d57ec-4fd9-44c7-a617-7f6003a0b332
+        refresh-enabled: true
+        extension-configs:
+          - data-id: ${spring.application.name}-${spring.profiles.active}.yaml
+            refresh: true
+            group: ${spring.application.name}
\ No newline at end of file
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-master.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-master.yml
new file mode 100644
index 0000000..399cdd9
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-master.yml
@@ -0,0 +1,20 @@
+spring:
+  cloud:
+    nacos:
+      username: nacos
+      password: L4s6f9y3,
+      server-addr: 49.235.96.75:8848
+      discovery:
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
+        server-addr: ${spring.cloud.nacos.server-addr}
+        group: llmx-${spring.profiles.active}
+        namespace: ab34d859-6f1a-4f28-ac6b-27a7410ab27b
+      config:
+        file-extension: yaml
+        namespace: ab34d859-6f1a-4f28-ac6b-27a7410ab27b
+        refresh-enabled: true
+        extension-configs:
+          - data-id: ${spring.application.name}-${spring.profiles.active}.yaml
+            refresh: true
+            group: ${spring.application.name}
\ No newline at end of file
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-test.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-test.yml
new file mode 100644
index 0000000..3998b26
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap-test.yml
@@ -0,0 +1,20 @@
+spring:
+  cloud:
+    nacos:
+      username: nacos
+      password: L4s6f9y3,
+      server-addr: llmx-nacos:8848
+      discovery:
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
+        server-addr: ${spring.cloud.nacos.server-addr}
+        group: llmx-${spring.profiles.active}
+        namespace: 54a289f7-5f4a-4c83-8a0a-199defa35458
+      config:
+        file-extension: yaml
+        namespace: 54a289f7-5f4a-4c83-8a0a-199defa35458
+        refresh-enabled: true
+        extension-configs:
+          - data-id: ${spring.application.name}-${spring.profiles.active}.yaml
+            refresh: true
+            group: ${spring.application.name}
\ No newline at end of file
diff --git a/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap.yml b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap.yml
new file mode 100644
index 0000000..4e63fe8
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/main/resources/bootstrap.yml
@@ -0,0 +1,5 @@
+spring:
+  application:
+    name: llmx-impl-bailian
+  profiles:
+    active: dev
diff --git a/llmx-impl/llmx-impl-bailian/src/test/java/com/gewuyou/bailian/util/Base64Image.java b/llmx-impl/llmx-impl-bailian/src/test/java/com/gewuyou/bailian/util/Base64Image.java
new file mode 100644
index 0000000..78420fe
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/test/java/com/gewuyou/bailian/util/Base64Image.java
@@ -0,0 +1,21 @@
+package com.gewuyou.bailian.util;
+
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.util.Base64;
+
+/**
+ * Base 64 图像
+ *
+ * @author gewuyou
+ * @since 2025-05-08 18:56:02
+ */
+public class Base64Image {
+    public static void main(String[] args) throws Exception {
+        byte[] imageBytes = Files.readAllBytes(Paths.get("F:/gewuyou/Project/Idea/demo-llm/src/main/resources/2025俏春装/10147009251.jpg"));
+        String base64Image = Base64.getEncoder().encodeToString(imageBytes);
+        String imagePayload = "data:image/jpeg;base64," + base64Image;
+
+        System.out.println(imagePayload); // 你可以把它放到 JSON 中使用
+    }
+}
diff --git a/llmx-impl/llmx-impl-bailian/src/test/java/com/gewuyou/bailian/util/DashScopeLocalImageClient.java b/llmx-impl/llmx-impl-bailian/src/test/java/com/gewuyou/bailian/util/DashScopeLocalImageClient.java
new file mode 100644
index 0000000..6d3536f
--- /dev/null
+++ b/llmx-impl/llmx-impl-bailian/src/test/java/com/gewuyou/bailian/util/DashScopeLocalImageClient.java
@@ -0,0 +1,85 @@
+package com.gewuyou.bailian.util;
+
+
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.InputStreamReader;
+import java.io.OutputStream;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.nio.file.Files;
+import java.util.Base64;
+/**
+ * DashScopeLocalImageClient
+ *
+ * @author gewuyou
+ * @since 2025-05-08 18:57:58
+ */
+public class DashScopeLocalImageClient {
+
+    public static void main(String[] args) throws Exception {
+        // Step 1: 读取本地图片并转成 base64
+        String imagePath = "F:/gewuyou/Project/Idea/demo-llm/src/main/resources/2025俏春装/10147009251.jpg";
+        byte[] imageBytes = Files.readAllBytes(new File(imagePath).toPath());
+        String base64Image = Base64.getEncoder().encodeToString(imageBytes);
+        String imageDataUrl = "data:image/jpeg;base64," + base64Image;
+        System.out.println(imageDataUrl);
+        // Step 2: 构造请求 JSON
+        String jsonBody = """
+        {
+          "model": "qwen-vl-max-latest",
+          "input": {
+            "messages": [
+              {
+                "role": "system",
+                "content": [
+                  { "text": "You are a helpful assistant." }
+                ]
+              },
+              {
+                "role": "user",
+                "content": [
+                  { "image": "%s" },
+                  { "text": "请给这张图打标签" }
+                ]
+              }
+            ]
+          },
+           "parameters": {
+               "incremental_output": true
+           }
+        }
+        """.formatted(imageDataUrl.replace("\n", ""));
+
+        // Step 3: 发送 POST 请求
+        URL url = new URL("https://dashscope.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation");
+        HttpURLConnection connection = (HttpURLConnection) url.openConnection();
+
+        connection.setRequestMethod("POST");
+        connection.setRequestProperty("Authorization", "Bearer sk-78af4dd964a94f4cb373851064dbdc12");
+        connection.setRequestProperty("Content-Type", "application/json");
+        connection.setDoOutput(true);
+
+        try (OutputStream os = connection.getOutputStream()) {
+            os.write(jsonBody.getBytes());
+            os.flush();
+        }
+
+        // Step 4: 读取响应
+        int responseCode = connection.getResponseCode();
+        System.out.println("Response Code: " + responseCode);
+
+        try (BufferedReader reader = new BufferedReader(
+                new InputStreamReader(responseCode == 200 ?
+                        connection.getInputStream() : connection.getErrorStream(), "GBK"))) {
+
+            String line;
+            while ((line = reader.readLine()) != null) {
+                System.out.println(line);
+            }
+        }
+
+        connection.disconnect();
+    }
+}
diff --git a/llmx-impl/llmx-impl-baiLian/src/test/kotlin/org/jcnc/llmx/impl/baiLian/LlmhubImplBailianApplicationTests.kt b/llmx-impl/llmx-impl-bailian/src/test/kotlin/org/jcnc/llmx/impl/baiLian/LlmhubImplBailianApplicationTests.kt
similarity index 100%
rename from llmx-impl/llmx-impl-baiLian/src/test/kotlin/org/jcnc/llmx/impl/baiLian/LlmhubImplBailianApplicationTests.kt
rename to llmx-impl/llmx-impl-bailian/src/test/kotlin/org/jcnc/llmx/impl/baiLian/LlmhubImplBailianApplicationTests.kt
diff --git a/llmx-impl/llmx-impl-openai/.gitattributes b/llmx-impl/llmx-impl-openai/.gitattributes
new file mode 100644
index 0000000..8af972c
--- /dev/null
+++ b/llmx-impl/llmx-impl-openai/.gitattributes
@@ -0,0 +1,3 @@
+/gradlew text eol=lf
+*.bat text eol=crlf
+*.jar binary
diff --git a/llmx-impl/llmx-impl-openai/.gitignore b/llmx-impl/llmx-impl-openai/.gitignore
new file mode 100644
index 0000000..5a979af
--- /dev/null
+++ b/llmx-impl/llmx-impl-openai/.gitignore
@@ -0,0 +1,40 @@
+HELP.md
+.gradle
+build/
+!gradle/wrapper/gradle-wrapper.jar
+!**/src/main/**/build/
+!**/src/test/**/build/
+
+### STS ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+bin/
+!**/src/main/**/bin/
+!**/src/test/**/bin/
+
+### IntelliJ IDEA ###
+.idea
+*.iws
+*.iml
+*.ipr
+out/
+!**/src/main/**/out/
+!**/src/test/**/out/
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+
+### VS Code ###
+.vscode/
+
+### Kotlin ###
+.kotlin
diff --git a/llmx-impl/llmx-impl-openai/build.gradle.kts b/llmx-impl/llmx-impl-openai/build.gradle.kts
new file mode 100644
index 0000000..1ccb355
--- /dev/null
+++ b/llmx-impl/llmx-impl-openai/build.gradle.kts
@@ -0,0 +1,5 @@
+// 开启LLM实现平台依赖
+setProperty(ProjectFlags.USE_LLM_IMPL_PLATFORM_DEPENDENCE, true)
+dependencies {
+
+}
diff --git a/llmx-impl/llmx-impl-openai/src/main/kotlin/org/jcnc/llmx/impl/openai/LlmxImplOpenaiApplication.kt b/llmx-impl/llmx-impl-openai/src/main/kotlin/org/jcnc/llmx/impl/openai/LlmxImplOpenaiApplication.kt
new file mode 100644
index 0000000..2379a0d
--- /dev/null
+++ b/llmx-impl/llmx-impl-openai/src/main/kotlin/org/jcnc/llmx/impl/openai/LlmxImplOpenaiApplication.kt
@@ -0,0 +1,11 @@
+package org.jcnc.llmx.impl.openai
+
+import org.springframework.boot.autoconfigure.SpringBootApplication
+import org.springframework.boot.runApplication
+
+@SpringBootApplication
+class LlmxImplOpenaiApplication
+
+fun main(args: Array<String>) {
+	runApplication<LlmxImplOpenaiApplication>(*args)
+}
diff --git a/llmx-impl/llmx-impl-openai/src/main/resources/application.properties b/llmx-impl/llmx-impl-openai/src/main/resources/application.properties
new file mode 100644
index 0000000..ab85386
--- /dev/null
+++ b/llmx-impl/llmx-impl-openai/src/main/resources/application.properties
@@ -0,0 +1 @@
+spring.application.name=llmx-impl-openai
diff --git a/llmx-impl/llmx-impl-openai/src/test/kotlin/org/jcnc/llmx/impl/openai/LlmxImplOpenaiApplicationTests.kt b/llmx-impl/llmx-impl-openai/src/test/kotlin/org/jcnc/llmx/impl/openai/LlmxImplOpenaiApplicationTests.kt
new file mode 100644
index 0000000..80e1231
--- /dev/null
+++ b/llmx-impl/llmx-impl-openai/src/test/kotlin/org/jcnc/llmx/impl/openai/LlmxImplOpenaiApplicationTests.kt
@@ -0,0 +1,13 @@
+package org.jcnc.llmx.impl.openai
+
+import org.junit.jupiter.api.Test
+import org.springframework.boot.test.context.SpringBootTest
+
+@SpringBootTest
+class LlmxImplOpenaiApplicationTests {
+
+	@Test
+	fun contextLoads() {
+	}
+
+}
diff --git a/scripts/entrypoint.sh b/scripts/entrypoint.sh
new file mode 100644
index 0000000..0378a7e
--- /dev/null
+++ b/scripts/entrypoint.sh
@@ -0,0 +1,99 @@
+#!/bin/bash
+#set -x  # 调试模式，可以启用以打印每行脚本的执行情况
+
+# 设置默认的等待时间间隔，默认值为2秒
+: "${SLEEP_SECOND:=2}"
+# 设置默认的超时时间，默认值为60秒
+: "${TIMEOUT:=60}"
+
+# 带时间戳+emoji的小型日志函数
+log() {
+    echo "[$(date '+%Y-%m-%d %H:%M:%S')] $*"
+}
+
+# 等待服务函数
+wait_for() {
+    local host="$1"
+    local port="$2"
+    local timeout="$TIMEOUT"
+    local start_time
+    local current_time
+    local elapsed_time
+    local attempt=0
+
+    start_time=$(date +%s)
+    log "🔄 开始等待依赖服务 $host:$port 可用 (超时时间: ${timeout}s, 间隔: ${SLEEP_SECOND}s)"
+
+    while ! nc -z "$host" "$port" 2>/dev/null; do
+        current_time=$(date +%s)
+        elapsed_time=$((current_time - start_time))
+        attempt=$((attempt + 1))
+
+        if [ "$elapsed_time" -ge "$timeout" ]; then
+            log "🛑 [ERROR] 等待超时！依赖服务 $host:$port 在 ${timeout}s 内未启动"
+            return 1
+        fi
+
+        log "🔄 第 ${attempt} 次检测：$host:$port 未就绪，已等待 ${elapsed_time}s..."
+        sleep "$SLEEP_SECOND"
+    done
+
+    total_time=$(( $(date +%s) - start_time ))
+    log "✅ [SUCCESS] 依赖服务 $host:$port 已启动，耗时 ${total_time}s"
+    return 0
+}
+
+# 声明变量
+declare DEPENDS
+declare CMD
+
+# 解析参数
+while getopts "d:c:" arg; do
+    case "$arg" in
+        d)
+            DEPENDS="$OPTARG"
+            ;;
+        c)
+            CMD="$OPTARG"
+            ;;
+        ?)
+            log "🛑 [ERROR] 未知参数"
+            exit 1
+            ;;
+    esac
+done
+
+# 检查依赖
+if [ -n "$DEPENDS" ]; then
+    log "📦 检测到依赖服务列表: $DEPENDS"
+    for var in ${DEPENDS//,/ }; do
+        host=${var%:*}
+        port=${var#*:}
+        if [ -z "$host" ] || [ -z "$port" ]; then
+            log "🛑 [ERROR] 依赖项格式错误: $var，应为 host:port"
+            exit 1
+        fi
+
+        if ! wait_for "$host" "$port"; then
+            log "❌ [ERROR] 依赖服务 $host:$port 启动失败，终止执行"
+            exit 1
+        fi
+    done
+else
+    log "⚡️ 未配置依赖服务，跳过依赖检测"
+fi
+
+# 执行命令
+if [ -n "$CMD" ]; then
+    log "🚀 准备执行命令: $CMD"
+    eval "$CMD"
+    cmd_exit_code=$?
+    if [ $cmd_exit_code -eq 0 ]; then
+        log "✅ [SUCCESS] 命令执行完成，退出码: $cmd_exit_code"
+    else
+        log "❌ [ERROR] 命令执行失败，退出码: $cmd_exit_code"
+        exit $cmd_exit_code
+    fi
+else
+    log "⚠️ [WARNING] 未指定要执行的命令，脚本结束"
+fi
diff --git a/settings.gradle.kts b/settings.gradle.kts
index 282051c..68e41c4 100644
--- a/settings.gradle.kts
+++ b/settings.gradle.kts
@@ -6,15 +6,25 @@ include(
     "llmx-core",
     ":llmx-core:llmx-core-service",
     ":llmx-core:llmx-core-spi",
+    ":llmx-core:llmx-core-api",
+    ":llmx-core:llmx-core-common",
 
     )
 project(":llmx-core:llmx-core-service").name = "llmx-core-service"
 project(":llmx-core:llmx-core-spi").name = "llmx-core-spi"
+project(":llmx-core:llmx-core-api").name = "llmx-core-api"
+project(":llmx-core:llmx-core-common").name = "llmx-core-common"
 
 include(
     "llmx-impl",
-    "llmx-impl:llmx-impl-baiLian",
-//    "llmx-impl:llmx-impl-openAi",
+    ":llmx-impl:llmx-impl-bailian",
+    "llmx-impl:llmx-impl-openai",
 )
-project(":llmx-impl:llmx-impl-baiLian").name = "llmx-impl-baiLian"
-//project(":llmx-impl:llmx-impl-openAi").name = "llmx-impl-openAi"
\ No newline at end of file
+project(":llmx-impl:llmx-impl-bailian").name = "llmx-impl-bailian"
+project(":llmx-impl:llmx-impl-openai").name = "llmx-impl-openai"
+
+include(
+    "llmx-app",
+    ":llmx-app:llmx-app-multimodality"
+)
+project(":llmx-app:llmx-app-multimodality").name = "llmx-app-multimodality"
\ No newline at end of file