diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/annotation/AIComponent.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/annotation/AIComponent.java
index 71507dacf..d2256e7ca 100644
--- a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/annotation/AIComponent.java
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/annotation/AIComponent.java
@@ -17,4 +17,6 @@ import java.lang.annotation.Target;
 public @interface AIComponent {
 
     String nodeId() default "";
+
+    String nodeName() default "";
 }
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/enums/AITypeEnum.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/enums/AITypeEnum.java
new file mode 100644
index 000000000..383a90dc5
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/enums/AITypeEnum.java
@@ -0,0 +1,63 @@
+package com.yomahub.liteflow.ai.enums;
+
+import com.yomahub.liteflow.core.NodeComponent;
+import com.yomahub.liteflow.core.NodeSwitchComponent;
+
+import java.util.Arrays;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+/**
+ * AI 节点类型枚举
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+
+public enum AITypeEnum {
+    /**
+     * AI对话 - 对应 NodeComponent
+     */
+    CHAT("AIChat", NodeComponent.class),
+
+    /**
+     * AI分类 - 对应 NodeSwitchComponent
+     */
+    CLASSIFY("AIClassify", NodeSwitchComponent.class),
+
+    /**
+     * AI检索 - 对应 NodeComponent
+     */
+    RETRIEVAL("AIRetrieval", NodeComponent.class);
+
+    private final String type;
+    private final Class<? extends NodeComponent> componentClass;
+
+    private static final Map<String, Class<? extends NodeComponent>> cache;
+
+    AITypeEnum(String type, Class<? extends NodeComponent> componentClass) {
+        this.type = type;
+        this.componentClass = componentClass;
+    }
+
+    public String getType() {
+        return type;
+    }
+
+    public Class<? extends NodeComponent> getComponentClass() {
+        return componentClass;
+    }
+
+    static {
+        cache = Arrays.stream(AITypeEnum.values()).collect(Collectors.toMap(AITypeEnum::getType, AITypeEnum::getComponentClass));
+    }
+
+    /**
+     * 根据注解获取对应的 NodeComponent 类
+     * @param annotationType 注解类
+     * @return 对应的 NodeComponent 类
+     */
+    public static Class<? extends NodeComponent> fromAnnotationType(Class<?> annotationType) {
+        return cache.get(annotationType.getSimpleName());
+    }
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/AIComponentFactory.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/AIComponentFactory.java
new file mode 100644
index 000000000..d443416a1
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/AIComponentFactory.java
@@ -0,0 +1,153 @@
+package com.yomahub.liteflow.ai.proxy;
+
+import com.yomahub.liteflow.ai.annotation.AIComponent;
+import com.yomahub.liteflow.ai.proxy.handler.AbstractAIComponentHandler;
+import com.yomahub.liteflow.ai.proxy.handler.ChatComponentHandler;
+import com.yomahub.liteflow.ai.proxy.handler.ClassifyComponentHandler;
+import com.yomahub.liteflow.ai.proxy.handler.RetrievalComponentHandler;
+import com.yomahub.liteflow.core.NodeComponent;
+import com.yomahub.liteflow.log.LFLog;
+import com.yomahub.liteflow.log.LFLoggerManager;
+
+import java.lang.annotation.Annotation;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Objects;
+
+/**
+ * AI组件工厂
+ * 实现工厂模式，管理不同类型AI组件的创建
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+public class AIComponentFactory {
+
+    private static final LFLog LOG = LFLoggerManager.getLogger(AIComponentFactory.class);
+
+    private final Map<Class<? extends Annotation>, AbstractAIComponentHandler<?>> handlerMap;
+
+    public AIComponentFactory() {
+        this.handlerMap = new HashMap<>();
+        initializeHandlers();
+    }
+
+    /**
+     * 初始化处理器映射
+     */
+    private void initializeHandlers() {
+        // 注册不同类型的AI组件处理器
+        registerHandler(new ChatComponentHandler());
+        registerHandler(new ClassifyComponentHandler());
+        registerHandler(new RetrievalComponentHandler());
+
+        LOG.info("Initialized AI component handlers: {}", handlerMap.keySet());
+    }
+
+    /**
+     * 注册处理器
+     *
+     * @param handler 处理器实例
+     */
+    private void registerHandler(AbstractAIComponentHandler<?> handler) {
+        handlerMap.put(handler.getSupportedAnnotationType(), handler);
+        LOG.debug("Registered handler: {} for annotation: {}",
+                handler.getClass().getSimpleName(),
+                handler.getSupportedAnnotationType().getSimpleName());
+    }
+
+    /**
+     * 创建AI组件
+     *
+     * @param interfaceClass 接口类
+     * @param beanName       bean名称
+     * @return NodeComponent实例，如果不是AI组件则返回null
+     */
+    public NodeComponent createAIComponent(Class<?> interfaceClass, String beanName) {
+        LOG.info("Attempting to create AI component for interface: {}, beanName: {}",
+                interfaceClass.getName(), beanName);
+
+        // 检查是否是AI组件
+        AIComponent aiComponent = interfaceClass.getAnnotation(AIComponent.class);
+        if (Objects.isNull(aiComponent)) {
+            LOG.debug("Interface {} is not an AI component", interfaceClass.getName());
+            return null;
+        }
+
+        // 查找对应的处理器
+        AbstractAIComponentHandler<?> handler = findHandler(interfaceClass);
+        if (Objects.isNull(handler)) {
+            LOG.warn("No handler found for AI component interface: {}", interfaceClass.getName());
+            return null;
+        }
+
+        // 使用处理器创建组件
+        try {
+            NodeComponent component = handler.createAIComponent(interfaceClass, beanName, aiComponent);
+            if (Objects.nonNull(component)) {
+                LOG.info("Successfully created AI component: {} with handler: {}",
+                        beanName, handler.getClass().getSimpleName());
+            }
+            return component;
+        } catch (Exception e) {
+            LOG.error("Failed to create AI component: {}", beanName, e);
+            throw new RuntimeException("Failed to create AI component: " + beanName, e);
+        }
+    }
+
+    /**
+     * 查找适合的处理器
+     *
+     * @param interfaceClass 接口类
+     * @return 处理器实例，如果没有找到则返回null
+     */
+    private AbstractAIComponentHandler<?> findHandler(Class<?> interfaceClass) {
+        // 遍历所有支持的注解类型，查找匹配的处理器
+        for (Map.Entry<Class<? extends Annotation>, AbstractAIComponentHandler<?>> entry : handlerMap.entrySet()) {
+            Class<? extends Annotation> annotationType = entry.getKey();
+            if (interfaceClass.isAnnotationPresent(annotationType)) {
+                LOG.debug("Found handler: {} for annotation: {} on interface: {}",
+                        entry.getValue().getClass().getSimpleName(),
+                        annotationType.getSimpleName(),
+                        interfaceClass.getName());
+                return entry.getValue();
+            }
+        }
+        return null;
+    }
+
+    /**
+     * 判断是否是AI组件接口
+     *
+     * @param interfaceClass 接口类
+     * @return true如果是AI组件
+     */
+    public boolean isAIComponent(Class<?> interfaceClass) {
+        if (!interfaceClass.isInterface()) {
+            return false;
+        }
+
+        // 检查是否有AIComponent注解
+        if (!interfaceClass.isAnnotationPresent(AIComponent.class)) {
+            return false;
+        }
+
+        // 检查是否有任何支持的AI注解
+        for (Class<? extends Annotation> annotationType : handlerMap.keySet()) {
+            if (interfaceClass.isAnnotationPresent(annotationType)) {
+                return true;
+            }
+        }
+
+        return false;
+    }
+
+    /**
+     * 获取支持的注解类型
+     *
+     * @return 支持的注解类型集合
+     */
+    public Map<Class<? extends Annotation>, AbstractAIComponentHandler<?>> getSupportedAnnotations() {
+        return new HashMap<>(handlerMap);
+    }
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/AIComponentPostProcessor.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/AIComponentPostProcessor.java
new file mode 100644
index 000000000..a95e57ecc
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/AIComponentPostProcessor.java
@@ -0,0 +1,67 @@
+package com.yomahub.liteflow.ai.proxy;
+
+import com.yomahub.liteflow.core.NodeComponent;
+import com.yomahub.liteflow.log.LFLog;
+import com.yomahub.liteflow.log.LFLoggerManager;
+import org.springframework.beans.BeansException;
+import org.springframework.beans.factory.config.BeanPostProcessor;
+import org.springframework.core.Ordered;
+
+import java.util.Objects;
+
+/**
+ * AI组件后置处理器
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+public class AIComponentPostProcessor implements BeanPostProcessor, Ordered {
+
+    private static final LFLog LOG = LFLoggerManager.getLogger(AIComponentPostProcessor.class);
+
+    private final AIComponentFactory aiComponentFactory = new AIComponentFactory();
+
+    @Override
+    public Object postProcessBeforeInitialization(Object bean, String beanName) throws BeansException {
+        return bean;
+    }
+
+    @Override
+    public Object postProcessAfterInitialization(Object bean, String beanName) throws BeansException {
+        Class<?> clazz = bean.getClass();
+
+        // 检查是否是AI组件接口
+        if (aiComponentFactory.isAIComponent(clazz)) {
+            LOG.info("Detected AI component interface: {} with beanName: {}", clazz.getName(), beanName);
+
+            try {
+                // 使用工厂创建AI组件
+                NodeComponent aiComponent = aiComponentFactory.createAIComponent(clazz, beanName);
+
+                if (Objects.nonNull(aiComponent)) {
+                    LOG.info("Successfully created AI component for interface: {}, replacing bean: {}",
+                            clazz.getName(), beanName);
+                    return aiComponent;
+                } else {
+                    LOG.warn("Failed to create AI component for interface: {}, returning original bean",
+                            clazz.getName());
+                    return bean;
+                }
+
+            } catch (Exception e) {
+                LOG.error("Error creating AI component for interface: {}, beanName: {}",
+                        clazz.getName(), beanName, e);
+                // 如果创建失败，返回原始bean而不是抛出异常
+                return bean;
+            }
+        }
+
+        return bean;
+    }
+
+    @Override
+    public int getOrder() {
+        // 设置较高的优先级，确保在其他后置处理器之前执行
+        return Ordered.HIGHEST_PRECEDENCE + 100;
+    }
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/AbstractAIComponentHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/AbstractAIComponentHandler.java
new file mode 100644
index 000000000..55bf7b32f
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/AbstractAIComponentHandler.java
@@ -0,0 +1,188 @@
+package com.yomahub.liteflow.ai.proxy.handler;
+
+import cn.hutool.core.util.StrUtil;
+import com.yomahub.liteflow.ai.annotation.AIComponent;
+import com.yomahub.liteflow.ai.enums.AITypeEnum;
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import com.yomahub.liteflow.core.NodeComponent;
+import com.yomahub.liteflow.exception.ProxyException;
+import com.yomahub.liteflow.log.LFLog;
+import com.yomahub.liteflow.log.LFLoggerManager;
+import com.yomahub.liteflow.util.SerialsUtil;
+import net.bytebuddy.ByteBuddy;
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.dynamic.loading.ClassLoadingStrategy;
+import net.bytebuddy.implementation.InvocationHandlerAdapter;
+import net.bytebuddy.matcher.ElementMatcher;
+
+import java.lang.annotation.Annotation;
+import java.lang.reflect.InvocationHandler;
+import java.util.Objects;
+
+/**
+ * AI组件处理器抽象基类
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+public abstract class AbstractAIComponentHandler<T extends Annotation> {
+
+    protected final LFLog LOG = LFLoggerManager.getLogger(this.getClass());
+
+    /**
+     * 获取对应的 AI 组件类型
+     *
+     * @return {@link AITypeEnum}
+     */
+    public abstract AITypeEnum getAIType();
+
+    /**
+     * 获取支持的注解类型
+     *
+     * @return 注解Class
+     */
+    public abstract Class<T> getSupportedAnnotationType();
+
+    /**
+     * 创建AI组件
+     *
+     * @param interfaceClass 接口类
+     * @param beanName       bean名称
+     * @param aiComponent    AI组件注解
+     * @return NodeComponent实例
+     */
+    public NodeComponent createAIComponent(Class<?> interfaceClass, String beanName, AIComponent aiComponent) {
+        LOG.info("Creating AI component for interface: {}, beanName: {}, type: {}",
+                interfaceClass.getName(), beanName, getAIType());
+
+        // 解析AI注解
+        AIProxyWrapBean<T> wrapBean = parseAIAnnotations(interfaceClass, beanName, aiComponent);
+        if (Objects.isNull(wrapBean)) {
+            LOG.warn("Failed to parse AI annotations for interface: {}, beanName: {}",
+                    interfaceClass.getName(), beanName);
+            return null;
+        }
+
+        // 创建代理组件
+        return createProxyComponent(wrapBean);
+    }
+
+    /**
+     * 解析AI注解信息
+     *
+     * @param interfaceClass 接口类
+     * @param beanName       bean名称
+     * @param aiComponent    AI组件注解
+     * @return 包装bean
+     */
+    public AIProxyWrapBean<T> parseAIAnnotations(Class<?> interfaceClass, String beanName, AIComponent aiComponent) {
+        LOG.info("Parsing AI annotations for interface: {}, beanName: {}", interfaceClass.getName(), beanName);
+
+        T aiAnnotation = findAIAnnotation(interfaceClass);
+        // 如果没有找到 AI 注解，则记录警告并返回 null
+        if (Objects.isNull(aiAnnotation)) {
+            LOG.warn("No {} annotation found for interface: {}, beanName: {}",
+                    getSupportedAnnotationType().getSimpleName(), interfaceClass.getName(), beanName);
+            return null;
+        }
+
+        return createWrapBean(aiComponent, aiAnnotation, interfaceClass, beanName);
+    }
+
+    /**
+     * 查找AI注解
+     *
+     * @param clazz 类
+     * @return AI注解
+     */
+    protected T findAIAnnotation(Class<?> clazz) {
+        return clazz.getAnnotation(getSupportedAnnotationType());
+    }
+
+    /**
+     * 创建包装Bean
+     *
+     * @param aiComponent    AI组件注解
+     * @param annotation     具体AI注解
+     * @param interfaceClass 接口类
+     * @param beanName       bean名称
+     * @return 包装bean
+     */
+    protected abstract AIProxyWrapBean<T> createWrapBean(AIComponent aiComponent, T annotation,
+                                                         Class<?> interfaceClass, String beanName);
+
+    /**
+     * 创建代理组件
+     *
+     * @param wrapBean 包装bean
+     * @return NodeComponent实例
+     */
+    private NodeComponent createProxyComponent(AIProxyWrapBean<T> wrapBean) {
+        AITypeEnum aiType = getAIType();
+
+        Class<? extends NodeComponent> nodeComponentClass = aiType.getComponentClass();
+
+        // 创建 ByteBuddy 代理
+        try {
+            NodeComponent nodeComponent = new ByteBuddy()
+                    .subclass(nodeComponentClass)
+                    .name(generateProxyClassName(wrapBean))
+                    .implement(wrapBean.getInterfaceClass())
+                    .method(getInterceptMethodName())
+                    .intercept(InvocationHandlerAdapter.of(getInvocationHandler(wrapBean)))
+                    .annotateType(wrapBean.getAiComponent(), wrapBean.getAnnotation())
+                    .make()
+                    .load(this.getClass().getClassLoader(), ClassLoadingStrategy.Default.INJECTION)
+                    .getLoaded()
+                    .newInstance();
+
+            nodeComponent.setNodeId(wrapBean.getNodeId());
+            nodeComponent.setName(wrapBean.getNodeName());
+
+            LOG.info("Created AI component: {}, beanName: {}, type: {}",
+                    nodeComponent.getNodeId(), wrapBean.getBeanName(), aiType);
+
+            return nodeComponent;
+        } catch (Exception e) {
+            throw new ProxyException(e);
+        }
+    }
+
+    /**
+     * 生成代理类名称
+     *
+     * @param wrapBean 包装bean
+     * @return 代理类名称
+     */
+    private String generateProxyClassName(AIProxyWrapBean<T> wrapBean) {
+        return StrUtil.format("{}$ByteBuddy${}${}",
+                wrapBean.getInterfaceClass().getName(),
+                wrapBean.getAiComponent().nodeId(),
+                SerialsUtil.generateShortUUID());
+    }
+
+    /**
+     * 获取InvocationHandler
+     *
+     * @param wrapBean 包装bean
+     * @return InvocationHandler实例
+     */
+    protected abstract InvocationHandler getInvocationHandler(AIProxyWrapBean<T> wrapBean);
+
+    /**
+     * 获取拦截方法名称
+     *
+     * @return 拦截方法名称
+     */
+    protected abstract ElementMatcher<? super MethodDescription> getInterceptMethodName();
+
+    /**
+     * 判断是否支持指定的注解类型
+     *
+     * @param annotationType 注解类型
+     * @return true如果支持
+     */
+    public boolean supports(Class<? extends Annotation> annotationType) {
+        return getSupportedAnnotationType().equals(annotationType);
+    }
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/ChatComponentHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/ChatComponentHandler.java
new file mode 100644
index 000000000..3c3c37df3
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/ChatComponentHandler.java
@@ -0,0 +1,50 @@
+package com.yomahub.liteflow.ai.proxy.handler;
+
+import com.yomahub.liteflow.ai.annotation.AIChat;
+import com.yomahub.liteflow.ai.annotation.AIComponent;
+import com.yomahub.liteflow.ai.enums.AITypeEnum;
+import com.yomahub.liteflow.ai.proxy.invocation.ChatAIInvocationHandler;
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.matcher.ElementMatcher;
+import net.bytebuddy.matcher.ElementMatchers;
+
+import java.lang.reflect.InvocationHandler;
+
+/**
+ * 聊天组件处理器
+ * 具体策略实现
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+public class ChatComponentHandler extends AbstractAIComponentHandler<AIChat> {
+
+    private static final String INTERCEPT_METHOD_NAME = "process";
+
+    @Override
+    public AITypeEnum getAIType() {
+        return AITypeEnum.CHAT;
+    }
+
+    @Override
+    public Class<AIChat> getSupportedAnnotationType() {
+        return AIChat.class;
+    }
+
+    @Override
+    protected AIProxyWrapBean<AIChat> createWrapBean(AIComponent aiComponent, AIChat annotation,
+                                                     Class<?> interfaceClass, String beanName) {
+        return new AIProxyWrapBean<>(aiComponent, annotation, interfaceClass, beanName);
+    }
+
+    @Override
+    protected InvocationHandler getInvocationHandler(AIProxyWrapBean<AIChat> wrapBean) {
+        return new ChatAIInvocationHandler(wrapBean);
+    }
+
+    @Override
+    protected ElementMatcher<? super MethodDescription> getInterceptMethodName() {
+        return ElementMatchers.named(INTERCEPT_METHOD_NAME);
+    }
+}
\ No newline at end of file
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/ClassifyComponentHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/ClassifyComponentHandler.java
new file mode 100644
index 000000000..51ad45c9c
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/ClassifyComponentHandler.java
@@ -0,0 +1,50 @@
+package com.yomahub.liteflow.ai.proxy.handler;
+
+import com.yomahub.liteflow.ai.annotation.AIClassify;
+import com.yomahub.liteflow.ai.annotation.AIComponent;
+import com.yomahub.liteflow.ai.enums.AITypeEnum;
+import com.yomahub.liteflow.ai.proxy.invocation.ClassifyAIInvocationHandler;
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.matcher.ElementMatcher;
+import net.bytebuddy.matcher.ElementMatchers;
+
+import java.lang.reflect.InvocationHandler;
+
+/**
+ * 分类组件处理器
+ * 具体策略实现
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+public class ClassifyComponentHandler extends AbstractAIComponentHandler<AIClassify> {
+
+    private static final String INTERCEPT_METHOD_NAME = "processSwitch";
+
+    @Override
+    public AITypeEnum getAIType() {
+        return AITypeEnum.CLASSIFY;
+    }
+
+    @Override
+    public Class<AIClassify> getSupportedAnnotationType() {
+        return AIClassify.class;
+    }
+
+    @Override
+    protected AIProxyWrapBean<AIClassify> createWrapBean(AIComponent aiComponent, AIClassify annotation,
+                                                         Class<?> interfaceClass, String beanName) {
+        return new AIProxyWrapBean<>(aiComponent, annotation, interfaceClass, beanName);
+    }
+
+    @Override
+    protected InvocationHandler getInvocationHandler(AIProxyWrapBean<AIClassify> wrapBean) {
+        return new ClassifyAIInvocationHandler(wrapBean);
+    }
+
+    @Override
+    protected ElementMatcher<? super MethodDescription> getInterceptMethodName() {
+        return ElementMatchers.named(INTERCEPT_METHOD_NAME);
+    }
+}
\ No newline at end of file
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/RetrievalComponentHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/RetrievalComponentHandler.java
new file mode 100644
index 000000000..3af76f2d4
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/handler/RetrievalComponentHandler.java
@@ -0,0 +1,50 @@
+package com.yomahub.liteflow.ai.proxy.handler;
+
+import com.yomahub.liteflow.ai.annotation.AIComponent;
+import com.yomahub.liteflow.ai.annotation.AIRetrieval;
+import com.yomahub.liteflow.ai.enums.AITypeEnum;
+import com.yomahub.liteflow.ai.proxy.invocation.RetrievalAIInvocationHandler;
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.matcher.ElementMatcher;
+import net.bytebuddy.matcher.ElementMatchers;
+
+import java.lang.reflect.InvocationHandler;
+
+/**
+ * 检索组件处理器
+ * 具体策略实现
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+public class RetrievalComponentHandler extends AbstractAIComponentHandler<AIRetrieval> {
+
+    private static final String INTERCEPT_METHOD_NAME = "process";
+
+    @Override
+    public AITypeEnum getAIType() {
+        return AITypeEnum.RETRIEVAL;
+    }
+
+    @Override
+    public Class<AIRetrieval> getSupportedAnnotationType() {
+        return AIRetrieval.class;
+    }
+
+    @Override
+    protected AIProxyWrapBean<AIRetrieval> createWrapBean(AIComponent aiComponent, AIRetrieval annotation,
+                                                          Class<?> interfaceClass, String beanName) {
+        return new AIProxyWrapBean<>(aiComponent, annotation, interfaceClass, beanName);
+    }
+
+    @Override
+    protected InvocationHandler getInvocationHandler(AIProxyWrapBean<AIRetrieval> wrapBean) {
+        return new RetrievalAIInvocationHandler(wrapBean);
+    }
+
+    @Override
+    protected ElementMatcher<? super MethodDescription> getInterceptMethodName() {
+        return ElementMatchers.named(INTERCEPT_METHOD_NAME);
+    }
+}
\ No newline at end of file
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/AbstractAIInvocationHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/AbstractAIInvocationHandler.java
new file mode 100644
index 000000000..6f4d2aca1
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/AbstractAIInvocationHandler.java
@@ -0,0 +1,41 @@
+package com.yomahub.liteflow.ai.proxy.invocation;
+
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import com.yomahub.liteflow.core.NodeComponent;
+import com.yomahub.liteflow.log.LFLog;
+import com.yomahub.liteflow.log.LFLoggerManager;
+
+import java.lang.reflect.InvocationHandler;
+import java.lang.reflect.Method;
+
+/**
+ * 抽象AI调用处理器
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+
+public abstract class AbstractAIInvocationHandler implements InvocationHandler {
+
+    private final LFLog LOG = LFLoggerManager.getLogger(this.getClass());
+
+    protected AIProxyWrapBean<?> wrapBean;
+
+    public AbstractAIInvocationHandler(AIProxyWrapBean<?> wrapBean) {
+        this.wrapBean = wrapBean;
+    }
+
+    @Override
+    public Object invoke(Object proxy, Method method, Object[] args) {
+        return executeAIProcess((NodeComponent) proxy, args);
+    }
+
+    /**
+     * 执行AI节点处理逻辑
+     *
+     * @param nodeComponent AI节点组件
+     * @param args
+     * @return 处理结果
+     */
+    protected abstract Object executeAIProcess(NodeComponent nodeComponent, Object[] args);
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/ChatAIInvocationHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/ChatAIInvocationHandler.java
new file mode 100644
index 000000000..e860a7686
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/ChatAIInvocationHandler.java
@@ -0,0 +1,25 @@
+package com.yomahub.liteflow.ai.proxy.invocation;
+
+import com.yomahub.liteflow.ai.annotation.AIChat;
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import com.yomahub.liteflow.core.NodeComponent;
+
+/**
+ * 聊天组件的调用处理器
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+
+public class ChatAIInvocationHandler extends AbstractAIInvocationHandler {
+
+    public ChatAIInvocationHandler(AIProxyWrapBean<AIChat> wrapBean) {
+        super(wrapBean);
+    }
+
+    @Override
+    protected Object executeAIProcess(NodeComponent nodeComponent, Object[] args) {
+
+        return null;
+    }
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/ClassifyAIInvocationHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/ClassifyAIInvocationHandler.java
new file mode 100644
index 000000000..ec6a20b5a
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/ClassifyAIInvocationHandler.java
@@ -0,0 +1,24 @@
+package com.yomahub.liteflow.ai.proxy.invocation;
+
+import com.yomahub.liteflow.ai.annotation.AIClassify;
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import com.yomahub.liteflow.core.NodeComponent;
+
+/**
+ * 分类组件的调用处理器
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+
+public class ClassifyAIInvocationHandler extends AbstractAIInvocationHandler {
+
+    public ClassifyAIInvocationHandler(AIProxyWrapBean<AIClassify> wrapBean) {
+        super(wrapBean);
+    }
+
+    @Override
+    protected Object executeAIProcess(NodeComponent nodeComponent, Object[] args) {
+        return null;
+    }
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/RetrievalAIInvocationHandler.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/RetrievalAIInvocationHandler.java
new file mode 100644
index 000000000..9b2ad7ce9
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/invocation/RetrievalAIInvocationHandler.java
@@ -0,0 +1,24 @@
+package com.yomahub.liteflow.ai.proxy.invocation;
+
+import com.yomahub.liteflow.ai.annotation.AIRetrieval;
+import com.yomahub.liteflow.ai.proxy.wrap.AIProxyWrapBean;
+import com.yomahub.liteflow.core.NodeComponent;
+
+/**
+ * RAG组件的调用处理器
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+
+public class RetrievalAIInvocationHandler extends AbstractAIInvocationHandler {
+
+    public RetrievalAIInvocationHandler(AIProxyWrapBean<AIRetrieval> wrapBean) {
+        super(wrapBean);
+    }
+
+    @Override
+    protected Object executeAIProcess(NodeComponent nodeComponent, Object[] args) {
+        return null;
+    }
+}
diff --git a/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/wrap/AIProxyWrapBean.java b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/wrap/AIProxyWrapBean.java
new file mode 100644
index 000000000..8c6838f86
--- /dev/null
+++ b/liteflow-ai/liteflow-ai-core/src/main/java/com/yomahub/liteflow/ai/proxy/wrap/AIProxyWrapBean.java
@@ -0,0 +1,74 @@
+package com.yomahub.liteflow.ai.proxy.wrap;
+
+import com.yomahub.liteflow.ai.annotation.AIComponent;
+
+import java.lang.annotation.Annotation;
+
+/**
+ * TODO
+ *
+ * @author 苍镜月
+ * @since TODO
+ */
+
+public class AIProxyWrapBean<T extends Annotation> {
+
+    protected AIComponent aiComponent;
+
+    protected T annotation;
+
+    protected Class<?> interfaceClass;
+
+    protected String beanName;
+
+    public AIProxyWrapBean() {
+    }
+
+    public AIProxyWrapBean(AIComponent aiComponent, T annotation,
+                           Class<?> interfaceClass, String beanName) {
+        this.aiComponent = aiComponent;
+        this.annotation = annotation;
+        this.interfaceClass = interfaceClass;
+        this.beanName = beanName;
+    }
+
+    public String getNodeId() {
+        return aiComponent.nodeId();
+    }
+
+    public String getNodeName() {
+        return aiComponent.nodeName();
+    }
+
+    public AIComponent getAiComponent() {
+        return aiComponent;
+    }
+
+    public T getAnnotation() {
+        return annotation;
+    }
+
+    public Class<?> getInterfaceClass() {
+        return interfaceClass;
+    }
+
+    public String getBeanName() {
+        return beanName;
+    }
+
+    public void setAiComponent(AIComponent aiComponent) {
+        this.aiComponent = aiComponent;
+    }
+
+    public void setAnnotation(T annotation) {
+        this.annotation = annotation;
+    }
+
+    public void setInterfaceClass(Class<?> interfaceClass) {
+        this.interfaceClass = interfaceClass;
+    }
+
+    public void setBeanName(String beanName) {
+        this.beanName = beanName;
+    }
+}