上传文件后提示接下来可输入的关键词

llm-back/ruoyi-llm/src/main/java/com/ruoyi/web/llm/controller/CmcAgentController.java

 import java.util.List;
 import javax.servlet.http.HttpServletResponse;
 
+import org.noear.solon.ai.chat.message.AssistantMessage;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.PostMapping;
         return success(cmcAgentService.selectCmcAgentByAgentId(agentId));
     }
 
+    /**
+     * 获取开场白
+     * @return
+     */
+    @GetMapping("/opening")
+    public AjaxResult opening(String agentName) {
+        return success(new AssistantMessage(cmcAgentService.getOpening(agentName)));
+    }
+
     /**
      * 上传单文件
      * @return
     @PostMapping("/upload")
     public AjaxResult upload(MultipartFile file, String agentName) throws IOException
     {
-        return success(cmcAgentService.uploadDocument(file, agentName));
+        return success(new AssistantMessage(cmcAgentService.uploadDocument(file, agentName)));
     }
 
     /**

llm-back/ruoyi-llm/src/main/java/com/ruoyi/web/llm/controller/McpController.java

 package com.ruoyi.web.llm.controller;
 
-import com.alibaba.fastjson2.JSON;
-import com.alibaba.fastjson2.JSONArray;
 import com.alibaba.fastjson2.JSONObject;
-import com.ruoyi.common.config.RuoYiConfig;
 import com.ruoyi.common.core.controller.BaseController;
-import com.ruoyi.common.core.domain.AjaxResult;
-import org.noear.solon.ai.chat.ChatConfig;
 import org.noear.solon.ai.chat.ChatModel;
 import org.noear.solon.ai.chat.ChatResponse;
 import org.noear.solon.ai.chat.message.AssistantMessage;
 import org.noear.solon.ai.chat.message.ChatMessage;
-import org.noear.solon.ai.chat.message.SystemMessage;
-import org.noear.solon.ai.chat.tool.FunctionTool;
 import org.noear.solon.ai.mcp.client.McpClientProvider;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 import org.springframework.web.multipart.MultipartFile;
 
-import java.io.File;
 import java.io.IOException;
 import java.util.*;
 
 public class McpController extends BaseController
 {
     /**
-     * 获取开场白
+     * 同步问答
      * @return
      */
-    @GetMapping("/opening")
-    public AssistantMessage opening(String agentName) throws IOException {
+    @GetMapping("/answer")
+    public AssistantMessage answer(String question) throws IOException {
         McpClientProvider clientProvider = McpClientProvider.builder()
                 .apiUrl("http://localhost:8080/llm/mcp/sse")
                 .build();
                 .model("Qwen2.5-1.5B-Instruct")
                 .defaultToolsAdd(clientProvider)
                 .build();
-        ChatResponse response = chatModel.prompt(agentName + "智能体开场白").call();
+        ChatResponse response = chatModel.prompt(question).call();
         String resultContent = response.lastChoice().getMessage().getResultContent();
         AssistantMessage assistantMessage = new AssistantMessage(resultContent);
         if (resultContent.startsWith("<tool_call>")) {
         return assistantMessage;
     }
 
-    /**
-     * 获取工具集
-     * @return
-     */
-    @GetMapping("/tools")
-    public AjaxResult tools() {
-        McpClientProvider clientProvider = McpClientProvider.builder()
-                .apiUrl("http://localhost:8080/llm/mcp/sse")
-                .build();
-
-        ChatConfig config = new ChatConfig();
-        config.addDefaultTools(clientProvider.getTools());
-        Collection<FunctionTool> tools = config.getDefaultTools();
-        JSONArray jsonArray = new JSONArray();
-        for (FunctionTool tool : tools) {
-            JSONObject jsonObject = new JSONObject();
-            jsonObject.put("description", tool.description());
-            JSONObject properties = JSON.parseObject(tool.inputSchema()).getJSONObject("properties");
-            List<String> requiredParams = JSON.parseObject(tool.inputSchema()).getList("required", String.class);
-            JSONArray paramArray = new JSONArray();
-            for (String param : requiredParams) {
-                JSONObject paramObject = new JSONObject();
-                paramObject.put("paramDescription", properties.getJSONObject(param).getString("description"));
-                paramArray.add(paramObject);
-            }
-            jsonObject.put("inputParam", paramArray);
-            jsonArray.add(jsonObject);
-        }
-        return success(jsonArray);
-    }
 
     /**
      * 根据招标文件要求编写投标文件技术方案

llm-back/ruoyi-system/src/main/java/com/ruoyi/llm/domain/CmcAgent.java

     @Excel(name = "描述")
     private String description;
 
-    /** 角色id */
-    @Excel(name = "角色id")
-    private Long roleId;
-
     public void setAgentId(Integer agentId) 
     {
         this.agentId = agentId;
     {
         return description;
     }
-    public void setRoleId(Long roleId) 
-    {
-        this.roleId = roleId;
-    }
-
-    public Long getRoleId() 
-    {
-        return roleId;
-    }
 
     @Override
     public String toString() {
             .append("description", getDescription())
             .append("createBy", getCreateBy())
             .append("createTime", getCreateTime())
-            .append("roleId", getRoleId())
             .toString();
     }
 }

llm-back/ruoyi-system/src/main/java/com/ruoyi/llm/service/ICmcAgentService.java

      */
     public List<CmcAgent> selectCmcAgentList(CmcAgent cmcAgent);
 
+    /**
+     * 获取开场白
+     *
+     * @param agentName 智能体名称
+     * @return 结果
+     */
+    public String getOpening(String agentName);
+
     /**
      * 上传单文件
      *

llm-back/ruoyi-system/src/main/java/com/ruoyi/llm/service/impl/CmcAgentServiceImpl.java

         return cmcAgentMapper.selectCmcAgentList(cmcAgent);
     }
 
+    /**
+     * 获取开场白
+     *
+     * @param agentName 智能体名称
+     * @return 结果
+     */
+    @Override
+    public String getOpening(String agentName) {
+        String content = "";
+        if (agentName.contains("技术"))
+            content = "我是投标文件写作助手，我将助您完成技术文件部分撰写。请上传招标询价文件，分析后将依招标服务要求，运用技术方案知识库，为您提供参考。";
+        return content;
+    }
+
     /**
      * 上传单文件
      *
             file.transferTo(transferFile);
         String[] filenameSplit = file.getOriginalFilename().split("\\.");
         String outputFilename = "/upload/agent/" + agentName + "/" + file.getOriginalFilename().replace(filenameSplit[filenameSplit.length - 2], filenameSplit[filenameSplit.length - 2] + "_" + agentName);
+        String message = "";
         if (agentName.contains("技术")) {
-            XWPFDocument doc = new XWPFDocument(new FileInputStream(RuoYiConfig.getProfile() + "/upload/agent/technical/template/technical.docx"));
+            XWPFDocument doc = new XWPFDocument(new FileInputStream(RuoYiConfig.getProfile() + "/upload/agent/template/technical.docx"));
             // 保存文档到本地文件系统
             FileOutputStream out = new FileOutputStream(RuoYiConfig.getProfile() + outputFilename);
             doc.write(out);
-            out.close();
-
             // 关闭文档
+            out.close();
             doc.close();
+            
+            message = "好的，我已经收到您上传的招标文件，我将给您提供技术文件模板，您可点击进行预览：" +
+                    "【<a href='/profile" + outputFilename + "'> 模版 " + "</a>】\n\n" +
+                    "技术文件涉及多个章节：\n" +
+                    "1 项目条件及特性\n" +
+                    "2 项目重点和难点的分析与对策\n" +
+                    "3 项目策划、技术路线、工作方法、流程及措施\n" +
+                    "4 资源配置\n" +
+                    "5 进度计划及保证措施\n" +
+                    "6 质量保证措施\n" +
+                    "7 服务与技术支持\n" +
+                    "8 职业健康、安全生产及环保水保措施\n\n" +
+                    "请问您需要哪些章节撰写的帮助？";
         }
-        return outputFilename;
+        return message;
     }
 
     /**

llm-back/ruoyi-system/src/main/resources/mapper/llm/CmcAgentMapper.xml

         <result property="description"    column="description"    />
         <result property="createBy"    column="create_by"    />
         <result property="createTime"    column="create_time"    />
-        <result property="roleId"    column="role_id"    />
     </resultMap>
 
     <sql id="selectCmcAgentVo">
-        select agent_id, agent_name, description, create_by, create_time, role_id from cmc_agent
+        select agent_id, agent_name, description, create_by, create_time from cmc_agent
     </sql>
 
     <select id="selectCmcAgentList" parameterType="CmcAgent" resultMap="CmcAgentResult">
         <where>  
             <if test="agentName != null  and agentName != ''"> and agent_name like concat('%', #{agentName}, '%')</if>
             <if test="description != null  and description != ''"> and description = #{description}</if>
-            <if test="roleId != null "> and role_id = #{roleId}</if>
         </where>
     </select>
     
             <if test="description != null">description,</if>
             <if test="createBy != null">create_by,</if>
             <if test="createTime != null">create_time,</if>
-            <if test="roleId != null">role_id,</if>
          </trim>
         <trim prefix="values (" suffix=")" suffixOverrides=",">
             <if test="agentName != null">#{agentName},</if>
             <if test="description != null">#{description},</if>
             <if test="createBy != null">#{createBy},</if>
             <if test="createTime != null">#{createTime},</if>
-            <if test="roleId != null">#{roleId},</if>
          </trim>
     </insert>
 
             <if test="description != null">description = #{description},</if>
             <if test="createBy != null">create_by = #{createBy},</if>
             <if test="createTime != null">create_time = #{createTime},</if>
-            <if test="roleId != null">role_id = #{roleId},</if>
         </trim>
         where agent_id = #{agentId}
     </update>

llm-ui/src/api/llm/agent.js

     }
   })
 }
+
+//获取开场白, agentName：智能体名称
+export function opening(agentName) {
+  return request({
+    url: '/llm/agent/opening',
+    method: 'get',
+    params: { agentName }
+  })
+}

llm-ui/src/api/llm/mcp.js

 /*
  * @Author: ysh
  * @Date: 2025-07-25 14:52:22
- * @LastEditors: 
- * @LastEditTime: 2025-07-25 14:53:25
+ * @LastEditors: wrh
+ * @LastEditTime: 2025-07-28 09:48:43
  */
 import request from '@/utils/request'
 
-//获取开场白, agentName：智能体名称
-export function opening(agentName) {
+// 同步回答
+export function answer(query) {
   return request({
-    url: '/llm/mcp/opening',
+    url: '/llm/mcp/answer',
     method: 'get',
-    params: { agentName }
+    params: query
   })
 }

llm-ui/src/views/llm/agent/index.vue

 <!--
  * @Author: ysh
  * @Date: 2025-07-17 18:16:50
- * @LastEditors: Please set LastEditors
- * @LastEditTime: 2025-07-25 15:30:21
+ * @LastEditors: wrh
+ * @LastEditTime: 2025-07-28 09:47:19
 -->
 <template>
   <div class="agent-container">
 <script setup>
 import { ref, reactive, onMounted } from 'vue'
 import { ElMessage, ElMessageBox } from 'element-plus'
-import { listAgent, addAgent, updateAgent, delAgent } from '@/api/llm/agent'
-import { opening } from '@/api/llm/mcp'
+import { listAgent, addAgent, updateAgent, delAgent, opening } from '@/api/llm/agent'
+import { answer } from '@/api/llm/mcp'
 
 // 响应式数据
 const loading = ref(false)