feat(impl): 添加百炼模型服务实现

- 新增 BaiLianModelService 接口及其实现类 BaiLianModelServiceImpl- 添加与阿里云 DashScope API 交互的适配器 DashScopeAdapter - 新增百炼提供商 BaiLianProvider - 更新 ChatController 以支持流式聊天- 添加必要的配置类和属性文件
2025-04-27 17:08:12 +08:00 · 2025-04-27 17:08:12 +08:00 · 05a2a78dfd
commit 05a2a78dfd
parent 3c9796524f
28 changed files with 792 additions and 22 deletions
--- a/llmhub-base/build.gradle.kts
+++ b/llmhub-base/build.gradle.kts
@ -4,6 +4,7 @@ plugins {
    alias(libs.plugins.kotlin.plugin.spring)
    alias(libs.plugins.spring.boot)
    alias(libs.plugins.spring.dependency.management)
+    alias(libs.plugins.jibLocalPlugin)
 }

 group = "org.jcnc"
@ -91,7 +92,7 @@ subprojects {
        // springCloudBom
        if (project.getPropertyByBoolean(ProjectFlags.USE_SPRING_CLOUD_BOM)) {
            dependencies {
-                implementation(libs.springCloudDependencies.bom)
+                implementation(platform(libs.springCloudDependencies.bom))
            }
        }
    }
@ -99,6 +100,7 @@ subprojects {
    apply {
        plugin(libs.plugins.java.get().pluginId)
        plugin(libs.plugins.kotlin.jvm.get().pluginId)
+        plugin(libs.plugins.jibLocalPlugin.get().pluginId)
    }
    println(project.name + ":" + project.getPropertyByBoolean(ProjectFlags.USE_SPRING_BOOT))

@ -107,6 +109,13 @@ subprojects {
            freeCompilerArgs.addAll("-Xjsr305=strict")
        }
    }
+    jibConfig{
+        project{
+            projectName = "llmhub-core-service"
+            ports = listOf("9002")
+            environment = mapOf("SPRING_PROFILES_ACTIVE" to "prod")
+        }
+    }
 }

 tasks.test {
--- a/llmhub-base/buildSrc/build.gradle.kts
+++ b/llmhub-base/buildSrc/build.gradle.kts
@ -6,10 +6,17 @@ plugins {
    alias(libs.plugins.javaGradle.plugin)
 }
 dependencies {
+    // 导入 jib 插件依赖
+    implementation(libs.jib.gradlePlugin)
 }
 gradlePlugin {
    plugins {
-
+        register("jib-plugin") {
+            id = "org.jcnc.llmhub.plugin.jib"
+            implementationClass = "org.jcnc.llmhub.plugin.jib.JibPlugin"
+            description =
+                "提供简单的配置构建镜像"
+        }
    }
 }

--- a/llmhub-base/buildSrc/src/main/kotlin/org/jcnc/llmhub/plugin/jib/JibPlugin.kt
+++ b/llmhub-base/buildSrc/src/main/kotlin/org/jcnc/llmhub/plugin/jib/JibPlugin.kt
@ -0,0 +1,83 @@
+package org.jcnc.llmhub.plugin.jib
+
+
+import org.jcnc.llmhub.plugin.jib.entity.JibProject
+import com.google.cloud.tools.jib.gradle.JibExtension
+import org.gradle.api.Plugin
+import org.gradle.api.Project
+import org.gradle.kotlin.dsl.configure
+
+/**
+ *JIB插件
+ *
+ * @since 2025-03-30 12:11:23
+ * @author gewuyou
+ */
+class JibPlugin : Plugin<Project> {
+    override fun apply(project: Project) {
+        // 创建扩展
+        val extension = project.extensions.create("jibConfig", JibPluginExtension::class.java)
+        project.afterEvaluate {
+            // 只有匹配的模块才会实际应用JIB插件
+            if (extension.projects.any { it.projectName == project.name }) {
+                project.plugins.apply("com.google.cloud.tools.jib")
+                // 调用配置逻辑
+                project.configureJib(extension.projects)
+            }
+        }
+    }
+
+    // 新增扩展类
+    open class JibPluginExtension {
+        val projects = mutableListOf<JibProject>()
+        fun project(configure: JibProject.() -> Unit) {
+            projects.add(JibProject().apply(configure))
+        }
+    }
+
+    /**
+     *项目扩展
+     *
+     * @since 2025-03-30 01:40:10
+     * @author gewuyou
+     */
+    private fun Project.configureJib(jibProjects: List<JibProject>) {
+        val jibProject = jibProjects.find { it.projectName == project.name }
+        jibProject?.let {
+            extensions.configure<JibExtension> {
+                from {
+                    image = jibProject.baseImage
+                }
+                to {
+                    image =
+                        "${System.getenv("LUKE_SERVER_DOCKER_REGISTRY_URL")}/${jibProject.imageName}:${jibProject.version}"
+                    auth {
+                        username = "root"
+                        password = System.getenv("LUKE_SERVER_DOCKER_REGISTRY_PASSWORD")
+                    }
+                }
+                // 动态配置容器参数
+                container {
+                    ports = jibProject.ports
+                    environment = jibProject.environment
+                    if (jibProject.entrypoint.isNotEmpty()) {
+                        entrypoint = jibProject.entrypoint
+                    }
+                }
+
+                // 动态配置额外目录
+                extraDirectories {
+                    setPaths(jibProject.paths)
+                    permissions.putAll(jibProject.permissions)
+                }
+                // 将动态部分移到任务配置中
+                tasks.named("jib").configure {
+                    doFirst {
+                        // 只有在实际执行jib任务时才会打印日志
+                        println("jibProject: $jibProject")
+                    }
+                }
+            }
+        }
+    }
+}
--- a/llmhub-base/buildSrc/src/main/kotlin/org/jcnc/llmhub/plugin/jib/entity/JibProject.kt
+++ b/llmhub-base/buildSrc/src/main/kotlin/org/jcnc/llmhub/plugin/jib/entity/JibProject.kt
@ -0,0 +1,33 @@
+package org.jcnc.llmhub.plugin.jib.entity
+
+
+/**
+ * Jib 项目配置类
+ * @author gewuyou
+ * @date 2025/03/30
+ * @constructor 创建[JibProject]
+ * @param [projectName] 项目名称
+ * @param [ports] 监听端口
+ * @param [environment] 环境
+ * @param [entrypoint] 入口点(用于自定义启动命令)
+ * @param [imageName] 图像名称
+ * @param [version] 版本
+ * @param [permissions] 权限
+ */
+data class JibProject(
+    var projectName: String = "",
+    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 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"
+) {
+    init {
+        if (imageName.isEmpty()) {
+            imageName = projectName
+        }
+    }
+}
--- a/llmhub-base/docker/docker-compose.master.yml
+++ b/llmhub-base/docker/docker-compose.master.yml
@ -0,0 +1,54 @@
+services:
+  nacos:
+    image: nacos/nacos-server:latest
+    container_name: nacos-server
+    ports:
+      - "9001:8848"  # Nacos控制台
+      - "9848:9848"  # gRPC (nacos2.0以后内部使用)
+      - "9849:9849"  # gRPC (nacos2.0以后内部使用)
+    environment:
+      - NACOS_AUTH_ENABLE=true
+      - NACOS_AUTH_IDENTITY_KEY=serverIdentity
+      - NACOS_AUTH_IDENTITY_VALUE=security
+      - NACOS_AUTH_TOKEN=L4s6f9y3
+      - MODE=standalone
+      - SPRING_DATASOURCE_PLATFORM=empty
+      - JVM_XMS=256m
+      - JVM_XMX=512m
+    networks:
+      - llmhub-net
+    volumes:
+      - nacos-conf-volume:/home/nacos/conf
+      - nacos-data-volume:/home/nacos/data
+      - nacos-logs-volume:/home/nacos/logs
+    restart: always
+
+  llmhub-core-service:
+    image: ${49.235.96.75:5000}/llmhub-core-service
+    container_name: llmhub-core-service
+    ports:
+      - "9002:9002"
+    networks:
+      - llmhub-net
+    volumes:
+      - llmhub-core-service-volume:/app/volume
+    restart: always
+  llmhub-impl-baiLian:
+    image: ${49.235.96.75:5000}/llmhub-impl-baiLian
+    container_name: llmhub-impl-baiLian
+    ports:
+      - "9002:9002"
+    networks:
+      - llmhub-net
+    volumes:
+      - llmhub-impl-baiLian-volume:/app/volume
+    restart: always
+networks:
+  llmhub-net:
+    driver: bridge
+volumes:
+  nacos-conf-volume:
+  nacos-data-volume:
+  nacos-logs-volume:
+  llmhub-core-service-volume:
+  llmhub-impl-baiLian-volume:
--- a/llmhub-base/gradle/libs.versions.toml
+++ b/llmhub-base/gradle/libs.versions.toml
@ -1,12 +1,13 @@
 [versions]
 kotlin-version = "2.0.0"
-spring-cloud-version = "2024.0.1"
-spring-cloud-starter-version = "4.2.1"
-spring-boot-version = "3.4.4"
+spring-cloud-version = "2023.0.5"
+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 = "2023.0.3.2"
 forgeBoot-version = "1.0.0"
+okHttp-version = "4.12.0"
+jib-version = "3.4.2"
 [plugins]
 # 应用 Java 插件，提供基本的 Java 代码编译和构建能力
 java = { id = "java" }
@ -24,19 +25,22 @@ spring-dependency-management = { id = "io.spring.dependency-management", version
 # 应用 Spring Boot 插件，提供 Spring Boot 应用的开发和运行能力
 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" }
 [libraries]
+jib-gradlePlugin = { module = "com.google.cloud.tools.jib:com.google.cloud.tools.jib.gradle.plugin", version.ref = "jib-version" }
 # bom
-springCloudDependencies-bom = { module = "org.springframework.cloud:spring-cloud-dependencies", version.ref = "spring-cloud-version" }
+springCloudDependencies-bom = { group ="org.springframework.cloud",name = "spring-cloud-dependencies", version.ref = "spring-cloud-version" }
 # kotlinx
 # 响应式协程库
-kotlinx-coruntes-reactor = { group = "org.jetbrains.kotlinx", name = "kotlinx-coroutines-reactor"}
+kotlinx-coruntes-reactor = { group = "org.jetbrains.kotlinx", name = "kotlinx-coroutines-reactor" }

 # 阿里云百炼
 aliyun-bailian = { group = "com.aliyun", name = "bailian20231229", version.ref = "aliyun-bailian-version" }

 # 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-loadbalancer = { group = "org.springframework.cloud", name = "spring-cloud-starter-loadbalancer" ,version.ref="spring-cloud-starter-version"}
+springCloudStarter-loadbalancer = { group = "org.springframework.cloud", name = "spring-cloud-starter-loadbalancer" }

 # SpringBootStarter
 springBootStarter-webflux = { group = "org.springframework.boot", name = "spring-boot-starter-webflux" }
@ -45,7 +49,9 @@ springBootStarter-test = { group = "org.springframework.boot", name = "spring-bo

 junitPlatform-launcher = { group = "org.junit.platform", name = "junit-platform-launcher" }

+# OkHttp
+okHttp = { group = "com.squareup.okhttp3", name = "okhttp", version.ref = "okHttp-version" }
 # forgeBoot
-forgeBoot-webmvc-version-springBootStarter = { group = "com.gewuyou.forgeboot", name = "forgeboot-webmvc-version-spring-boot-starter",version.ref="forgeBoot-version" }
-forgeBoot-core-extension = { group = "com.gewuyou.forgeboot", name = "forgeboot-core-extension",version.ref="forgeBoot-version" }
+forgeBoot-webmvc-version-springBootStarter = { group = "com.gewuyou.forgeboot", name = "forgeboot-webmvc-version-spring-boot-starter", version.ref = "forgeBoot-version" }
+forgeBoot-core-extension = { group = "com.gewuyou.forgeboot", name = "forgeboot-core-extension", version.ref = "forgeBoot-version" }
 [bundles]
--- a/llmhub-base/llmhub-core/llmhub-core-service/build.gradle.kts
+++ b/llmhub-base/llmhub-core/llmhub-core-service/build.gradle.kts
@ -1,6 +1,7 @@
 extra {
    // 开启springboot
    setProperty(ProjectFlags.USE_SPRING_BOOT, true)
+    setProperty(ProjectFlags.USE_SPRING_CLOUD_BOM,true)
 }
 dependencies {
    val libs = rootProject.libs
@ -11,6 +12,7 @@ dependencies {
    implementation(libs.springBootStarter.webflux)
    implementation(libs.springCloudStarter.loadbalancer)

+
    implementation(project(Modules.Core.SPI))

    // Kotlin Coroutines
--- a/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/LlmhubCoreServiceApplication.kt
+++ b/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/LlmhubCoreServiceApplication.kt
@ -1,9 +1,12 @@
 package org.jcnc.llmhub.core.service

+import org.springframework.boot.autoconfigure.AutoConfiguration
 import org.springframework.boot.autoconfigure.SpringBootApplication
 import org.springframework.boot.runApplication
+import org.springframework.cloud.client.discovery.EnableDiscoveryClient

@SpringBootApplication
+@EnableDiscoveryClient
 class LlmhubCoreServiceApplication

 /**
--- a/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/config/ModelProperties.kt
+++ b/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/config/ModelProperties.kt
@ -1,6 +1,7 @@
 package org.jcnc.llmhub.core.service.config

 import org.springframework.boot.context.properties.ConfigurationProperties
+import org.springframework.cloud.context.config.annotation.RefreshScope

 /**
 *模型属性
@ -9,7 +10,8 @@ import org.springframework.boot.context.properties.ConfigurationProperties
 * @author gewuyou
 */
@ConfigurationProperties(prefix = "llmhub.model-route")
-class ModelProperties {
+@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
--- a/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/controller/ChatController.kt
+++ b/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/controller/ChatController.kt
@ -1,7 +1,11 @@
 package org.jcnc.llmhub.core.service.controller

 import com.gewuyou.forgeboot.webmvc.version.annotation.ApiVersion
+import kotlinx.coroutines.flow.Flow
 import org.jcnc.llmhub.core.service.service.impl.LLMServiceImpl
+import org.jcnc.llmhub.core.spi.entities.request.ChatRequest
+import org.jcnc.llmhub.core.spi.entities.response.ChatResponsePart
+import org.springframework.web.bind.annotation.PostMapping
 import org.springframework.web.bind.annotation.RequestMapping
 import org.springframework.web.bind.annotation.RestController

@ -17,5 +21,18 @@ import org.springframework.web.bind.annotation.RestController
 class ChatController(
    private val llmServiceImpl: LLMServiceImpl
 ) {
-
+    /**
+     * 聊天功能入口
+     *
+     * 该函数负责调用语言模型服务实现类中的聊天方法，为用户提供与AI聊天的功能
+     * 它接收一个ChatRequest对象作为参数，该对象包含了聊天所需的参数和用户信息
+     * 函数返回一个Flow流，流中包含了部分聊天响应，这种设计允许用户逐步接收聊天结果，提高用户体验
+     *
+     * @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(request: ChatRequest): Flow<ChatResponsePart> {
+        return llmServiceImpl.chat(request)
+    }
 }
--- a/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/manager/ModelRouteManager.kt
+++ b/llmhub-base/llmhub-core/llmhub-core-service/src/main/kotlin/org/jcnc/llmhub/core/service/manager/ModelRouteManager.kt
@ -1,7 +1,6 @@
 package org.jcnc.llmhub.core.service.manager

 import org.jcnc.llmhub.core.service.config.ModelProperties
-import org.springframework.cloud.context.config.annotation.RefreshScope
 import org.springframework.stereotype.Component

 /**
@ -14,7 +13,6 @@ import org.springframework.stereotype.Component
 * @author gewuyou
 */
@Component
-@RefreshScope // 支持Nacos热刷新，使得配置更新时无需重启应用即可生效
 class ModelRouteManager(
    private val modelProperties: ModelProperties
 ) {
--- a/llmhub-base/llmhub-core/llmhub-core-service/src/main/resources/application-dev.yml
+++ b/llmhub-base/llmhub-core/llmhub-core-service/src/main/resources/application-dev.yml
@ -3,11 +3,20 @@ server:
 spring:
  cloud:
    nacos:
+      access-key: eyJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJuYWNvcyIsImV4cCI6MTc0NTc1NjkwOH0.86TmeN27gXbpw55jMmOVNz42B9u8dXtGwCvyGlWbYVo
+      username: nacos
+      password: L4s6f9y3
+      server-addr: 49.235.96.75:8848
      discovery:
-        server-addr: 49.235.96.75:8848  # Nacos 服务地址
+        server-addr: ${spring.cloud.nacos.server-addr}
+        access-key: ${spring.cloud.nacos.access-key}
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
 llmhub:
  model-route:
    modelServiceMap:
-      openai: llmhub-impl-openai
-      anotherModel: llmhub-impl-another
+      qwen-turbo: llmhub-impl-baiLian
+      qwen-max: llmhub-impl-baiLian
+      qwen-plus: llmhub-impl-baiLian
+

--- a/llmhub-base/llmhub-core/llmhub-core-service/src/main/resources/application.yml
+++ b/llmhub-base/llmhub-core/llmhub-core-service/src/main/resources/application.yml
@ -1,5 +1,25 @@
 spring:
  application:
    name: llmhub-core-service
-  profiles:
-    active: dev
+  cloud:
+    nacos:
+      access-key: eyJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJuYWNvcyIsImV4cCI6MTc0NTc1NjkwOH0.86TmeN27gXbpw55jMmOVNz42B9u8dXtGwCvyGlWbYVo
+      username: nacos
+      password: L4s6f9y3
+      server-addr: 49.235.96.75:8848
+      discovery:
+        server-addr: ${spring.cloud.nacos.server-addr}
+        access-key: ${spring.cloud.nacos.access-key}
+        username: ${spring.cloud.nacos.username}
+        password: ${spring.cloud.nacos.password}
+llmhub:
+  model-route:
+    modelServiceMap:
+      qwen-turbo: llmhub-impl-baiLian
+      qwen-max: llmhub-impl-baiLian
+      qwen-plus: llmhub-impl-baiLian
+
+  # profiles:
+  #   active: dev
+server:
+  port: 8081
--- a/llmhub-base/llmhub-core/llmhub-core-spi/build.gradle.kts
+++ b/llmhub-base/llmhub-core/llmhub-core-spi/build.gradle.kts
@ -4,7 +4,6 @@ apply {
    plugin(libs.plugins.kotlin.plugin.spring.get().pluginId)
 }
 dependencies {
-    val libs = rootProject.libs
    compileOnly(libs.kotlinx.coruntes.reactor)
    compileOnly(libs.springBootStarter.web)
 }
--- a/llmhub-base/llmhub-core/llmhub-core-spi/src/main/kotlin/org/jcnc/llmhub/core/spi/entities/request/ChatRequest.kt
+++ b/llmhub-base/llmhub-core/llmhub-core-spi/src/main/kotlin/org/jcnc/llmhub/core/spi/entities/request/ChatRequest.kt
@ -13,5 +13,5 @@ package org.jcnc.llmhub.core.spi.entities.request
 data class ChatRequest(
    val prompt: String,
    val model: String,
-    val options: Map<String, Any>? = null
+    val options: Map<String, String> = mapOf()
 )
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/build.gradle.kts
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/build.gradle.kts
@ -1,7 +1,19 @@

 // 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)
 }

--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/LlmhubImplBailianApplication.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/LlmhubImplBailianApplication.kt
@ -2,9 +2,11 @@ package org.jcnc.llmhub.impl.baiLian

 import org.springframework.boot.autoconfigure.SpringBootApplication
 import org.springframework.boot.runApplication
+import org.springframework.cloud.client.discovery.EnableDiscoveryClient

@SpringBootApplication
+@EnableDiscoveryClient
 class LlmhubImplBaiLianApplication
-fun main(args: Array<String>) {
+ fun main(args: Array<String>) {
    runApplication<LlmhubImplBaiLianApplication>(*args)
 }
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/adapter/DashScopeAdapter.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/adapter/DashScopeAdapter.kt
@ -0,0 +1,107 @@
+package org.jcnc.llmhub.impl.baiLian.adapter
+
+import com.fasterxml.jackson.databind.ObjectMapper
+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.llmhub.core.spi.entities.response.ChatResponsePart
+import org.springframework.stereotype.Component
+
+/**
+ * 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) -> String,
+        dispatcher: CoroutineDispatcher = Dispatchers.IO
+    ): Flow<ChatResponsePart> = flow {
+        // 将请求体序列化为JSON格式
+        val requestJson = objectMapper.writeValueAsString(requestBody)
+        // 构建HTTP请求
+        val request = Request.Builder()
+            .url(url)
+            .headers(headers.toHeaders())
+            .post(requestJson.toRequestBody("application/json".toMediaType()))
+            .build()
+
+        // 发送HTTP请求
+        val call = okHttpClient.newCall(request)
+
+        // 使用指定的调度器执行请求
+        val response = withContext(dispatcher) {
+            call.execute()
+        }
+
+        // 检查HTTP响应是否成功
+        if (!response.isSuccessful) {
+            throw RuntimeException("DashScope request failed: ${response.code}")
+        }
+
+        // 获取响应体
+        val responseBody = response.body ?: throw RuntimeException("Empty response body from DashScope")
+        // 获取响应体的源
+        val source = responseBody.source().buffer
+
+        try {
+            // 读取响应体，直到数据结束或协程被取消
+            while (!source.exhausted() && currentCoroutineContext().isActive) {
+                // 读取一行数据
+                val line = source.readUtf8Line()
+                // 忽略空行
+                if (line.isNullOrBlank()) {
+                    continue
+                }
+                // 处理以"data:"开头的行
+                if (line.startsWith("data:")) {
+                    // 提取JSON部分
+                    val jsonPart = line.removePrefix("data:").trim()
+                    // 提取内容
+                    val content = extractContent(jsonPart)
+
+                    // 发布聊天响应的部分内容
+                    emit(ChatResponsePart(content = content, done = false))
+                }
+            }
+
+            // 发布结束信号
+            emit(ChatResponsePart(content = "[END]", done = true))
+        } finally {
+            // 关闭资源
+            source.close()
+            response.close()
+        }
+    }
+}
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/config/ClientConfig.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/config/ClientConfig.kt
@ -0,0 +1,28 @@
+package org.jcnc.llmhub.impl.baiLian.config
+
+import okhttp3.OkHttpClient
+import org.springframework.context.annotation.Bean
+import org.springframework.context.annotation.Configuration
+import java.util.concurrent.TimeUnit
+
+
+/**
+ *客户端配置
+ *
+ * @since 2025-03-28 17:03:48
+ * @author gewuyou
+ */
+@Configuration
+class ClientConfig {
+    /**
+     * OkHttpClient
+     */
+    @Bean
+    fun createOkHttpClient(): OkHttpClient {
+        return OkHttpClient.Builder()
+            .connectTimeout(30, TimeUnit.SECONDS)
+            .readTimeout(30, TimeUnit.SECONDS)
+            .writeTimeout(30, TimeUnit.SECONDS)
+            .build()
+    }
+}
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/config/DashScopeConfig.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/config/DashScopeConfig.kt
@ -0,0 +1,15 @@
+package org.jcnc.llmhub.impl.baiLian.config
+
+import org.jcnc.llmhub.impl.baiLian.config.entities.DashScopeProperties
+import org.springframework.boot.context.properties.EnableConfigurationProperties
+import org.springframework.context.annotation.Configuration
+
+/**
+ *仪表范围配置
+ *
+ * @since 2025-04-27 10:53:55
+ * @author gewuyou
+ */
+@Configuration
+@EnableConfigurationProperties(DashScopeProperties::class)
+class DashScopeConfig
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/config/entities/DashScopeProperties.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/config/entities/DashScopeProperties.kt
@ -0,0 +1,48 @@
+package org.jcnc.llmhub.impl.baiLian.config.entities
+
+import org.springframework.boot.context.properties.ConfigurationProperties
+
+/**
+ * 仪表范围属性
+ *
+ * @author gewuyou
+ * @since 2025-03-08 15:39:34
+ */
+@ConfigurationProperties(prefix = "aliyun.dash.scope")
+class DashScopeProperties {
+    /**
+     * 访问密钥ID，用于身份认证。
+     */
+    var accessKeyId: String = ""
+
+    /**
+     * 访问密钥，与访问密钥ID配合使用完成身份认证。
+     */
+    var accessKeySecret: String = ""
+
+    /**
+     * 服务访问端点，例如 https://dash.aliyun.com。
+     */
+    var endpoint: String = ""
+
+    /**
+     * 工作空间ID，标识具体的业务工作空间。
+     */
+    var workspaceId: String = ""
+
+    /**
+     * API密钥，用于调用API的身份验证。
+     */
+    var apiKey: String = ""
+
+    /**
+     * 应用ID，标识具体的应用程序。
+     */
+    var appId: String = ""
+
+    /**
+     * 应用调用基路径，例如 /api/v1。
+     */
+    var baseUrl: String = ""
+
+}
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/controller/BaiLianProvider.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/controller/BaiLianProvider.kt
@ -0,0 +1,45 @@
+package org.jcnc.llmhub.impl.baiLian.controller
+
+import kotlinx.coroutines.flow.Flow
+import org.jcnc.llmhub.core.spi.entities.request.ChatRequest
+import org.jcnc.llmhub.core.spi.entities.request.EmbeddingRequest
+import org.jcnc.llmhub.core.spi.entities.response.ChatResponsePart
+import org.jcnc.llmhub.core.spi.entities.response.EmbeddingResponse
+import org.jcnc.llmhub.core.spi.provider.LLMProvider
+import org.jcnc.llmhub.impl.baiLian.service.BaiLianModelService
+import org.springframework.web.bind.annotation.RestController
+
+/**
+ *百炼提供商
+ *
+ * @since 2025-04-27 10:12:12
+ * @author gewuyou
+ */
+@RestController
+class BaiLianProvider(
+    private val baiLianModelService: BaiLianModelService
+): LLMProvider {
+    /**
+     * 初始化与聊天服务的连接，以处理聊天请求
+     *
+     * 此函数接收一个聊天请求对象，并返回一个Flow流，用于接收聊天响应的部分数据
+     * 它主要用于建立聊天通信的通道，而不是发送具体的消息
+     *
+     * @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> {
+        return baiLianModelService.streamChat(request)
+    }
+
+    /**
+     * 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
+     *
+     * @param request 嵌入请求对象，包含需要进行嵌入处理的数据
+     * @return EmbeddingResponse 嵌入响应对象，包含生成的嵌入向量信息
+     */
+    override fun embedding(request: EmbeddingRequest): EmbeddingResponse {
+        TODO("Not yet implemented")
+    }
+}
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/service/BaiLianModelService.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/service/BaiLianModelService.kt
@ -0,0 +1,22 @@
+package org.jcnc.llmhub.impl.baiLian.service
+
+import kotlinx.coroutines.flow.Flow
+import org.jcnc.llmhub.core.spi.entities.request.ChatRequest
+import org.jcnc.llmhub.core.spi.entities.response.ChatResponsePart
+
+/**
+ * 百炼模型服务接口
+ * 用于定义与百炼AI模型交互的方法
+ *
+ * @since 2025-04-27 10:45:42
+ * @author gewuyou
+ */
+interface BaiLianModelService {
+    /**
+     * 使用流式聊天交互
+     *
+     * @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 streamChat(request: ChatRequest): Flow<ChatResponsePart>
+}
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/kotlin/org/jcnc/llmhub/impl/baiLian/service/impl/BaiLianModelServiceImpl.kt
@ -0,0 +1,91 @@
+package org.jcnc.llmhub.impl.baiLian.service.impl
+
+import com.fasterxml.jackson.core.type.TypeReference
+import com.fasterxml.jackson.databind.ObjectMapper
+import kotlinx.coroutines.flow.Flow
+import org.jcnc.llmhub.core.spi.entities.request.ChatRequest
+import org.jcnc.llmhub.core.spi.entities.response.ChatResponsePart
+import org.jcnc.llmhub.impl.baiLian.adapter.DashScopeAdapter
+import org.jcnc.llmhub.impl.baiLian.config.entities.DashScopeProperties
+import org.jcnc.llmhub.impl.baiLian.service.BaiLianModelService
+import org.springframework.stereotype.Service
+import org.springframework.util.CollectionUtils
+import org.springframework.util.StringUtils
+/**
+ * 百炼模型服务接口实现
+ *
+ * @since 2025-04-27 10:47:07
+ * @author gewuyou
+ */
+@Service
+class BaiLianModelServiceImpl(
+    private val dashScopeAdapter: DashScopeAdapter,
+    private val dashScopeProperties: DashScopeProperties,
+    private val objectMapper: ObjectMapper
+) : BaiLianModelService {
+    /**
+     * 使用流式聊天交互
+     *
+     * @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 streamChat(request: ChatRequest): Flow<ChatResponsePart> {
+        // 构造请求URL
+        val url = "${dashScopeProperties.baseUrl}${dashScopeProperties.appId}/completion"
+        // 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"
+        )
+        // 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()
+        if (StringUtils.hasText(sessionId)) {
+            inputMap["session_id"] = sessionId
+        }
+        // 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(
+            "has_thoughts" to (request.options["has_thoughts"] ?: false),
+            "model_id" to request.model,
+            "incremental_output" to true,
+            "rag_options" to emptyMap<String, Any>()
+        )
+        // 构造RAG选项参数，包括管道ID和文件ID
+        val ragOptionsMap = mutableMapOf<String, Any>()
+        // 解析并添加管道ID
+        val pipelineIdsJson = request.options["pipelineIds"]
+        pipelineIdsJson?.let {
+            val pipelineIds = objectMapper.readValue(it, object : TypeReference<List<String>>() {})
+            if (!CollectionUtils.isEmpty(pipelineIds)) {
+                ragOptionsMap["pipeline_ids"] = pipelineIds
+            }
+        }
+        // 解析并添加文件ID
+        val fileIdsJson = request.options["fileIds"]
+        fileIdsJson?.let {
+            val fileIds = objectMapper.readValue(it, object : TypeReference<List<String>>() {})
+            if (!CollectionUtils.isEmpty(fileIds)) {
+                ragOptionsMap["session_file_ids"] = fileIds
+            }
+        }
+        // 将RAG选项参数添加到参数地图中
+        parametersMap["rag_options"] = ragOptionsMap
+        // 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(
+            "input" to inputMap,
+            "parameters" to parametersMap,
+            "debug" to emptyMap()
+        )
+        // 发送流式聊天请求，并处理响应
+        return dashScopeAdapter.sendStreamChat(
+            url, headers, body,
+            { json: String ->
+                // 解析响应JSON，提取输出文本
+                val node = objectMapper.readTree(json)
+                node["output"]?.get("text")?.asText() ?: ""
+            }
+        )
+    }
+}
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/resources/application-dev.yml
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/resources/application-dev.yml
@ -0,0 +1,22 @@
+server:
+  port: 8082
+spring:
+  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
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/resources/application-prod.yml
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/resources/application-prod.yml
@ -0,0 +1,22 @@
+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
--- a/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/resources/application.yml
+++ b/llmhub-base/llmhub-impl/llmhub-impl-baiLian/src/main/resources/application.yml
@ -1,3 +1,18 @@
 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
--- a/llmhub-base/scripts/entrypoint.sh
+++ b/llmhub-base/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