diff --git a/Backend/pom.xml b/Backend/pom.xml
index fb1bdf8..65b81d1 100644
--- a/Backend/pom.xml
+++ b/Backend/pom.xml
@@ -71,6 +71,12 @@
             <artifactId>mybatis-plus-jsqlparser</artifactId>
         </dependency>
 
+        <dependency>
+            <groupId>org.springframework.ai</groupId>
+            <artifactId>spring-ai-starter-model-openai</artifactId>
+            <version>1.0.3</version>
+        </dependency>
+
         <!-- redis -->
         <dependency>
             <groupId>org.springframework.boot</groupId>
diff --git a/Backend/src/main/java/com/wonder/bi/constant/CommonConstant.java b/Backend/src/main/java/com/wonder/bi/constant/CommonConstant.java
index d343bc5..b92ca70 100644
--- a/Backend/src/main/java/com/wonder/bi/constant/CommonConstant.java
+++ b/Backend/src/main/java/com/wonder/bi/constant/CommonConstant.java
@@ -32,4 +32,13 @@ public interface CommonConstant {
             "                \"{前端 Echarts V5 的 option 配置对象的json代码，合理地将数据进行可视化，不要生成任何多余的内容，比如注释}\\n\" +\n" +
             "                \"【【【【【\\n\" +\n" +
             "                \"{明确的数据分析结论、越详细越好，不要生成多余的注释}\"";
+
+    String CHART_AGENT_PROMPT = """
+            你是一个数据分析师和前端开发专家，我会按照以下固定格式给你提供内容：\
+            分析需求：
+            {数据分析的需求或者目标}
+            原始数据
+            {csv格式的原始数据，用,作为分隔符}
+            请根据这两部分内容，按照以下指定格式生成内容
+            {前端 Echarts V5 的 option 配置对象的json代码，合理地将数据进行可视化，不要生成任何多余的内容，比如注释}""";
 }
diff --git a/Backend/src/main/java/com/wonder/bi/manager/ChartAgentManager.java b/Backend/src/main/java/com/wonder/bi/manager/ChartAgentManager.java
new file mode 100644
index 0000000..06f100f
--- /dev/null
+++ b/Backend/src/main/java/com/wonder/bi/manager/ChartAgentManager.java
@@ -0,0 +1,28 @@
+package com.wonder.bi.manager;
+
+import com.wonder.bi.constant.CommonConstant;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.stereotype.Component;
+
+@Component
+@Slf4j
+public class ChartAgentManager {
+
+    private ChatClient client;
+
+    public ChartAgentManager(ChatClient.Builder chatClientBuilder) {
+        this.client = chatClientBuilder
+                .defaultSystem(CommonConstant.CHART_AGENT_PROMPT)
+                .build();
+    }
+
+    public String getChartJson(String message) {
+        String content = client
+                .prompt(message)
+                .call()
+                .content();
+        log.info(content);
+        return content;
+    }
+}
diff --git a/Backend/src/main/resources/application.yml b/Backend/src/main/resources/application.yml
index bd96ed0..6a7a142 100644
--- a/Backend/src/main/resources/application.yml
+++ b/Backend/src/main/resources/application.yml
@@ -19,6 +19,13 @@ knife4j:
 spring:
   application:
     name: bi-backend
+  ai:
+    openai:
+      base-url: https://api.siliconflow.cn
+      api-key: sk-idvvtxhxwaulcmvoshpvouuenezzttqgaeqwbdcucqmvfncm
+      chat:
+        options:
+          model: Qwen/Qwen3-Coder-30B-A3B-Instruct
   # 支持 swagger3
   mvc:
     pathmatch:
diff --git a/Backend/src/test/java/com/wonder/bi/manager/ChartAgentManagerTest.java b/Backend/src/test/java/com/wonder/bi/manager/ChartAgentManagerTest.java
new file mode 100644
index 0000000..a07443c
--- /dev/null
+++ b/Backend/src/test/java/com/wonder/bi/manager/ChartAgentManagerTest.java
@@ -0,0 +1,27 @@
+package com.wonder.bi.manager;
+
+import jakarta.annotation.Resource;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.Test;
+import org.springframework.boot.test.context.SpringBootTest;
+
+import static org.junit.jupiter.api.Assertions.*;
+
+@SpringBootTest
+class ChartAgentManagerTest {
+
+    @Resource
+    private ChartAgentManager chartAgent;
+
+    @Test
+    void getChartJson() {
+        String chartJson = chartAgent.getChartJson("分析需求：\n" +
+                "分析网站用户的增长情况\n" +
+                "原始数据：\n" +
+                "日期,用户数\n" +
+                "1号,10\n" +
+                "2号,20\n" +
+                "3号,30\n");
+        Assertions.assertNotNull(chartJson);
+    }
+}
\ No newline at end of file