diff --git a/eai_ap_app/backend-go/go.mod b/eai_ap_app/backend-go/go.mod
index 8d3121b..8a9971b 100644
--- a/eai_ap_app/backend-go/go.mod
+++ b/eai_ap_app/backend-go/go.mod
@@ -28,6 +28,7 @@ require (
 	github.com/jinzhu/inflection v1.0.0 // indirect
 	github.com/jinzhu/now v1.1.5 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/jung-kurt/gofpdf/v2 v2.17.3 // indirect
 	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
diff --git a/eai_ap_app/backend-go/go.sum b/eai_ap_app/backend-go/go.sum
index 65ce1f0..2883d8f 100644
--- a/eai_ap_app/backend-go/go.sum
+++ b/eai_ap_app/backend-go/go.sum
@@ -48,6 +48,8 @@ github.com/jinzhu/now v1.1.5 h1:/o9tlHleP7gOFmsnYNz3RGnqzefHA47wQpKrrdTIwXQ=
 github.com/jinzhu/now v1.1.5/go.mod h1:d3SSVoowX0Lcu0IBviAWJpolVfI5UJVZZ7cO71lE/z8=
 github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
 github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
+github.com/jung-kurt/gofpdf/v2 v2.17.3 h1:otZXZby2gXJ7uU6pzprXHq/R57lsHLi0WtH79VabWxY=
+github.com/jung-kurt/gofpdf/v2 v2.17.3/go.mod h1:Qx8ZNg4cNsO5i6uLDiBngnm+ii/FjtAqjRNO6drsoYU=
 github.com/klauspost/cpuid/v2 v2.3.0 h1:S4CRMLnYUhGeDFDqkGriYKdfoFlDnMtqTiI/sFzhA9Y=
 github.com/klauspost/cpuid/v2 v2.3.0/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
 github.com/leodido/go-urn v1.4.0 h1:WT9HwE9SGECu3lg4d/dIA+jxlljEa1/ffXKmRjqdmIQ=
diff --git a/eai_ap_app/backend-go/internal/api/report_gen.go b/eai_ap_app/backend-go/internal/api/report_gen.go
new file mode 100644
index 0000000..eb73eec
--- /dev/null
+++ b/eai_ap_app/backend-go/internal/api/report_gen.go
@@ -0,0 +1,395 @@
+package api
+
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/gin-gonic/gin"
+
+	"eaisalestrain/backend/internal/ai"
+	"eaisalestrain/backend/internal/config"
+	"eaisalestrain/backend/internal/middleware"
+	"eaisalestrain/backend/internal/model"
+	"eaisalestrain/backend/internal/store"
+	"eaisalestrain/backend/internal/web"
+)
+
+// ReportGenRequest POST /api/report/generate 报告生成请求
+type ReportGenRequest struct {
+	Topic     string         `json:"topic"`      // 报告主题，必填
+	Summary   string         `json:"summary"`    // 报告摘要/背景
+	Context   map[string]any `json:"context"`    // 附加上下文
+	Sections  []string       `json:"sections"`   // 期望包含的章节（可选）
+	Knowledge string         `json:"knowledge_key"` // 关联知识库 key
+}
+
+// reportChapter 报告章节结构
+type reportChapter struct {
+	Title string `json:"title"`
+	Body  string `json:"body"`
+}
+
+// reportContent 完整报告结构
+type reportContent struct {
+	Topic     string        `json:"topic"`
+	Summary   string        `json:"summary"`
+	Chapters  []reportChapter `json:"chapters"`
+	CreatedAt string        `json:"created_at"`
+}
+
+// ReportGenerate POST /api/report/generate —— 调用 LLM 生成报告正文
+func ReportGenerate(c *gin.Context) {
+	user := middleware.CurrentUser(c)
+	if user == nil {
+		web.Fail(c, web.NewAuthError("未登录"))
+		return
+	}
+	var req ReportGenRequest
+	if err := c.ShouldBindJSON(&req); err != nil || strings.TrimSpace(req.Topic) == "" {
+		web.Fail(c, web.NewBadRequest("topic 必填"))
+		return
+	}
+
+	// 1. 检索知识库片段
+	spaceKey := ""
+	if req.Knowledge != "" {
+		spaceKey = req.Knowledge
+	}
+	knowledgeContent := retrieveReportKnowledge(req.Topic, spaceKey)
+
+	// 2. 构建 LLM 提示词
+	chapters := make([]reportChapter, 0)
+	if len(req.Sections) > 0 {
+		// 使用用户指定的章节
+		chapters = promptReportWithSections(req, knowledgeContent)
+	} else {
+		// LLM 自动规划章节
+		chapters = promptReportAutoChapters(req, knowledgeContent)
+	}
+
+	// 3. 组装报告
+	report := reportContent{
+		Topic:     req.Topic,
+		Summary:   strings.TrimSpace(req.Summary),
+		Chapters:  chapters,
+		CreatedAt: time.Now().Format("2006-01-02 15:04:05"),
+	}
+
+	web.OK(c, gin.H{
+		"report": report,
+	})
+}
+
+// retrieveReportKnowledge 为报告生成检索知识库片段
+func retrieveReportKnowledge(topic string, spaceKey string) string {
+	if spaceKey != "" {
+		// 按空间检索
+		var space model.KnowledgeSpace
+		if err := store.DB.Where("key = ?", spaceKey).First(&space).Error; err != nil {
+			return ""
+		}
+		var chunks []model.KnowledgeChunk
+		store.DB.Where("space_id = ? AND approved = ?", space.ID, true).
+			Order("importance DESC").
+			Limit(10).
+			Find(&chunks)
+		parts := make([]string, 0, len(chunks))
+		for _, ch := range chunks {
+			parts = append(parts, ch.Content)
+		}
+		return strings.Join(parts, "\n\n")
+	}
+
+	// 全局检索（按 title 匹配）
+	var chunks []model.KnowledgeChunk
+	store.DB.Where("approved = ?", true).
+		Order("importance DESC").
+		Limit(15).
+		Find(&chunks)
+	parts := make([]string, 0, len(chunks))
+	for _, ch := range chunks {
+		parts = append(parts, fmt.Sprintf("【%s】%s", ch.Content))
+	}
+	return strings.Join(parts, "\n\n")
+}
+
+// promptReportWithSections 使用用户指定章节生成报告
+func promptReportWithSections(req ReportGenRequest, knowledge string) []reportChapter {
+	sectionsStr := strings.Join(req.Sections, "、")
+	systemPrompt := `你是博昇内部培训平台的报告生成引擎。你的任务是输出一份结构化的正式报告，语言为中文。`
+	userPrompt := fmt.Sprintf(`请围绕以下主题撰写一份正式报告。
+
+主题：%s
+
+报告要求：
+1. 内容完整、逻辑清晰、避免空话
+2. 使用正式的书面语言，适合内部汇报或培训
+3. 报告必须包含以下章节（按顺序）：%s
+4. 每个章节下至少 3-5 个要点
+5. 如有知识库资料可引用，请融入内容中
+
+当前报告摘要/背景：%s
+
+知识库相关资料（如有）：
+%s`,
+		req.Topic,
+		sectionsStr,
+		strings.TrimSpace(req.Summary),
+		knowledge,
+	)
+
+	route, _ := config.GetRoute("title_gen")
+	content, err := ai.GenerateWithFallback(route, []ai.Message{
+		{Role: "system", Content: systemPrompt},
+		{Role: "user", Content: userPrompt},
+	})
+	if err != nil {
+		return fallbackReport(req.Topic)
+	}
+
+	return parseReportMarkdown(content, req.Sections)
+}
+
+// promptReportAutoChapters 让 LLM 自动规划报告章节
+func promptReportAutoChapters(req ReportGenRequest, knowledge string) []reportChapter {
+	systemPrompt := `你是博昇内部培训平台的报告生成引擎。先规划报告章节，再撰写内容。输出必须严格为 JSON 数组，不要输出其他内容。`
+	userPrompt := fmt.Sprintf(`请围绕以下主题撰写一份正式报告。
+
+主题：%s
+
+报告要求：
+1. 先规划 5-8 个合适的章节
+2. 每个章节包含：标题（title）和正文（body）
+3. 正文不少于 300 字
+4. 使用正式的书面语言
+
+当前报告摘要/背景：%s
+
+知识库相关资料（如有）：
+%s
+
+请输出 JSON 格式，每个条目包含 "title" 和 "body" 两个字段。`,
+		req.Topic,
+		strings.TrimSpace(req.Summary),
+		knowledge,
+	)
+
+	route, _ := config.GetRoute("title_gen")
+	content, err := ai.GenerateWithFallback(route, []ai.Message{
+		{Role: "system", Content: systemPrompt},
+		{Role: "user", Content: userPrompt},
+	})
+	if err != nil {
+		return fallbackReport(req.Topic)
+	}
+
+	return parseReportJSON(content)
+}
+
+// parseReportMarkdown 从 Markdown 格式解析报告为章节数组
+func parseReportMarkdown(content string, defaultSections []string) []reportChapter {
+	if len(defaultSections) == 0 {
+		defaultSections = []string{"背景概述", "核心内容", "关键数据", "实施方案", "总结建议"}
+	}
+
+	lines := strings.Split(content, "\n")
+	chapters := make([]reportChapter, 0, len(defaultSections))
+	currentTitle := ""
+	currentBody := ""
+
+	isChapterTitle := func(line string) bool {
+		if strings.HasPrefix(line, "# ") || strings.HasPrefix(line, "## ") {
+			return true
+		}
+		runes := []rune(line)
+		if len(runes) >= 2 {
+			// 数字序号：1、 1. 一、
+			if (runes[0] >= '0' && runes[0] <= '9') && (runes[1] == '、' || runes[1] == '.') {
+				return true
+			}
+			if runes[0] == '一' && runes[1] == '、' {
+				return true
+			}
+		}
+		// 短标题带冒号（排除 URL）
+		if len(runes) < 30 && len(runes) > 3 && strings.Contains(line, ":") && !strings.Contains(line, "https") {
+			// 排除 markdown 行内代码
+			if !strings.Contains(line, "```") {
+				return true
+			}
+		}
+		return false
+	}
+
+	for _, line := range lines {
+		line = strings.TrimSpace(line)
+		if line == "" || strings.HasPrefix(line, "---") {
+			continue
+		}
+
+		if len(chapters) < 10 && isChapterTitle(line) {
+			if currentTitle != "" && currentBody != "" {
+				chapters = append(chapters, reportChapter{
+					Title: strings.TrimSpace(currentTitle),
+					Body:  strings.TrimSpace(currentBody),
+				})
+			}
+			currentTitle = strings.TrimLeft(line, "# \t")
+			currentTitle = strings.TrimRight(currentTitle, " ")
+			currentBody = ""
+			continue
+		}
+
+		if currentTitle != "" {
+			currentBody += line + "\n"
+		}
+	}
+
+	if currentTitle != "" && currentBody != "" {
+		chapters = append(chapters, reportChapter{
+			Title: strings.TrimSpace(currentTitle),
+			Body:  strings.TrimSpace(currentBody),
+		})
+	}
+
+	if len(chapters) == 0 {
+		for _, title := range defaultSections {
+			chapters = append(chapters, reportChapter{
+				Title: title,
+				Body:  content,
+			})
+		}
+	}
+
+	if len(chapters) > 15 {
+		chapters = chapters[:15]
+	}
+
+	return chapters
+}
+
+// parseReportJSON 从 LLM 返回的 JSON 解析报告
+func parseReportJSON(content string) []reportChapter {
+	// 提取 JSON 块
+	jsonStr := content
+	if idx := strings.Index(content, "["); idx >= 0 {
+		jsonStr = content[idx:]
+	}
+	if idx := strings.LastIndex(jsonStr, "]"); idx >= 0 {
+		jsonStr = jsonStr[:idx+1]
+	}
+
+	var chapters []reportChapter
+	if err := json.Unmarshal([]byte(jsonStr), &chapters); err == nil && len(chapters) > 0 {
+		return chapters
+	}
+
+	// 提取数组对象块
+	start := strings.Index(content, "{")
+	end := strings.LastIndex(content, "}")
+	if start >= 0 && end > start {
+		jsonStr2 := content[start : end+1]
+		if err := json.Unmarshal([]byte(jsonStr2), &chapters); err == nil && len(chapters) > 0 {
+			return chapters
+		}
+	}
+
+	// 回退：生成默认章节
+	return fallbackReport("")
+}
+
+// fallbackReport 无 LLM 时的默认报告模板
+func fallbackReport(topic string) []reportChapter {
+	title := topic
+	if title == "" {
+		title = "分析报告"
+	}
+	return []reportChapter{
+		{
+			Title: "一、背景概述",
+			Body:  fmt.Sprintf("本报告围绕「%s」主题展开，旨在梳理相关背景信息与核心要点，为内部学习与汇报提供参考。", title),
+		},
+		{
+			Title: "二、核心内容",
+			Body:  fmt.Sprintf("在「%s」领域，当前主流实践聚焦于以下几个维度：知识体系构建、流程标准化、工具赋能与效果评估。通过系统化的培训与考核机制，帮助团队提升专业能力。", title),
+		},
+		{
+			Title: "三、关键数据",
+			Body:  "关键指标包括：产品覆盖率、培训完成率、考试通过率、知识入库率、AI 使用频次等。具体数据需根据实际运营情况定期更新。",
+		},
+		{
+			Title: "四、实施方案",
+			Body:  "建议分阶段推进：第一阶段建立知识体系与培训框架；第二阶段完善考核与评估机制；第三阶段引入 AI 辅助工具提升效率；第四阶段持续优化与迭代。",
+		},
+		{
+			Title: "五、总结建议",
+			Body:  "整体而言，「%s」是当前业务发展的核心方向之一。建议持续投入资源，建立系统化培训体系，结合 AI 工具提升效率，确保团队能力与业务发展同步。" + title,
+		},
+	}
+}
+
+// ReportExportPDF POST /api/report/export/pdf —— 导出报告为 PDF 文件
+func ReportExportPDF(c *gin.Context) {
+	user := middleware.CurrentUser(c)
+	if user == nil {
+		web.Fail(c, web.NewAuthError("未登录"))
+		return
+	}
+	var req struct {
+		Report reportContent `json:"report"`
+	}
+	if err := c.ShouldBindJSON(&req); err != nil || req.Report.Topic == "" {
+		web.Fail(c, web.NewBadRequest("report 不能为空"))
+		return
+	}
+
+	data, err := ExportReportPDF(req.Report)
+	if err != nil {
+		web.Fail(c, web.NewBadRequest("PDF 生成失败: "+err.Error()))
+		return
+	}
+
+	c.Header("Content-Type", "application/pdf")
+	c.Header("Content-Disposition",
+		"attachment; filename=\""+strings.ReplaceAll(req.Report.Topic, " ", "_")+".pdf\"")
+	c.Data(200, "application/pdf", data)
+}
+
+// ReportPreview GET /api/report/preview —— 预览报告（JSON，用于前端预览）
+func ReportPreview(c *gin.Context) {
+	user := middleware.CurrentUser(c)
+	if user == nil {
+		web.Fail(c, web.NewAuthError("未登录"))
+		return
+	}
+	var req ReportGenRequest
+	if err := c.ShouldBindJSON(&req); err != nil || strings.TrimSpace(req.Topic) == "" {
+		web.Fail(c, web.NewBadRequest("topic 必填"))
+		return
+	}
+
+	// 使用 LLM 生成报告内容
+	report := promptReportPreview(req)
+
+	web.OK(c, gin.H{
+		"report": report,
+	})
+}
+
+// promptReportPreview 预览模式：返回精简报告
+func promptReportPreview(req ReportGenRequest) reportContent {
+	chapters := []reportChapter{}
+	if len(req.Sections) > 0 {
+		chapters = promptReportWithSections(req, retrieveReportKnowledge(req.Topic, req.Knowledge))
+	} else {
+		chapters = promptReportAutoChapters(req, retrieveReportKnowledge(req.Topic, req.Knowledge))
+	}
+	return reportContent{
+		Topic:     req.Topic,
+		Summary:   strings.TrimSpace(req.Summary),
+		Chapters:  chapters,
+		CreatedAt: time.Now().Format("2006-01-02 15:04:05"),
+	}
+}
diff --git a/eai_ap_app/backend-go/internal/api/report_pdf.go b/eai_ap_app/backend-go/internal/api/report_pdf.go
new file mode 100644
index 0000000..21971a6
--- /dev/null
+++ b/eai_ap_app/backend-go/internal/api/report_pdf.go
@@ -0,0 +1,96 @@
+package api
+
+import (
+	"bytes"
+	"os"
+	"strings"
+
+	"github.com/jung-kurt/gofpdf/v2"
+)
+
+// ExportReportPDF 导出报告为 PDF 字节
+func ExportReportPDF(report reportContent) ([]byte, error) {
+	pdf := gofpdf.New("P", "mm", "A4", "")
+
+	fontLoaded := false
+	for _, candidate := range []string{
+		"/usr/share/fonts/truetype/noto/NotoSansCJK-Regular.ttc",
+		"/usr/share/fonts/truetype/wqy/wqy-zenhei.ttc",
+		"/usr/share/fonts/google-noto-cjk/NotoSansCJK-Regular.ttc",
+		"/usr/share/fonts/noto-cjk/NotoSansCJK-Regular.ttc",
+	} {
+		if _, err := os.Stat(candidate); err == nil {
+			pdf.AddUTF8Font("czk", "", candidate)
+			fontLoaded = true
+			break
+		}
+	}
+
+	pdf.AddPage()
+
+	// 标题
+	if fontLoaded {
+		pdf.SetFont("czk", "B", 20)
+	} else {
+		pdf.SetFont("Helvetica", "B", 20)
+	}
+	pdf.CellFormat(170, 12, report.Topic, "", 1, "C", false, 0, "")
+	pdf.Ln(8)
+
+	// 摘要
+	if strings.TrimSpace(report.Summary) != "" {
+		if fontLoaded {
+			pdf.SetFont("czk", "", 10)
+		} else {
+			pdf.SetFont("Helvetica", "", 10)
+		}
+		pdf.MultiCell(170, 5, report.Summary, "", "L", false)
+		pdf.Ln(6)
+	}
+
+	// 目录
+	if fontLoaded {
+		pdf.SetFont("czk", "B", 14)
+	} else {
+		pdf.SetFont("Helvetica", "B", 14)
+	}
+	pdf.Cell(0, 8, "目录")
+	pdf.Ln(4)
+	for _, ch := range report.Chapters {
+		if fontLoaded {
+			pdf.SetFont("czk", "", 10)
+		} else {
+			pdf.SetFont("Helvetica", "", 10)
+		}
+		pdf.Cell(0, 6, "  " + ch.Title)
+		pdf.Ln(5)
+	}
+	pdf.Ln(6)
+
+	// 章节
+	for _, ch := range report.Chapters {
+		pdf.AddPage()
+
+		if fontLoaded {
+			pdf.SetFont("czk", "B", 14)
+		} else {
+			pdf.SetFont("Helvetica", "B", 14)
+		}
+		pdf.Cell(0, 8, ch.Title)
+		pdf.Ln(2)
+
+		if fontLoaded {
+			pdf.SetFont("czk", "", 10)
+		} else {
+			pdf.SetFont("Helvetica", "", 10)
+		}
+		pdf.MultiCell(170, 5, ch.Body, "", "L", false)
+		pdf.Ln(6)
+	}
+
+	var buf bytes.Buffer
+	if err := pdf.Output(&buf); err != nil {
+		return nil, err
+	}
+	return buf.Bytes(), nil
+}
diff --git a/eai_ap_app/backend-go/internal/api/router.go b/eai_ap_app/backend-go/internal/api/router.go
index 64c7ae4..2ab85df 100644
--- a/eai_ap_app/backend-go/internal/api/router.go
+++ b/eai_ap_app/backend-go/internal/api/router.go
@@ -118,6 +118,11 @@ func RegisterRoutes(r *gin.Engine, cfg *config.Config) {
 	r.PUT("/api/notes/:id", middleware.Auth(cfg), UpdateNote)
 	r.DELETE("/api/notes/:id", middleware.Auth(cfg), DeleteNote)
 
+	// ── 报告生成（普通员工可访问）──
+	r.POST("/api/report/generate", middleware.Auth(cfg), ReportGenerate)
+	r.POST("/api/report/export/pdf", middleware.Auth(cfg), ReportExportPDF)
+	r.POST("/api/report/preview", middleware.Auth(cfg), ReportPreview)
+
 	// 管理员维护
 	admin := r.Group("/api")
 	admin.Use(middleware.Auth(cfg), middleware.RequireAdmin())
diff --git a/eai_ap_app/frontend/src/api/report.js b/eai_ap_app/frontend/src/api/report.js
new file mode 100644
index 0000000..196ac35
--- /dev/null
+++ b/eai_ap_app/frontend/src/api/report.js
@@ -0,0 +1,13 @@
+import http from './http'
+
+export function generateReport(data) {
+  return http.post('/report/generate', data)
+}
+
+export function exportReportPDF(data) {
+  return http.post('/report/export/pdf', data, { responseType: 'blob' })
+}
+
+export function previewReport(data) {
+  return http.post('/report/preview', data)
+}
diff --git a/eai_ap_app/frontend/src/router/index.js b/eai_ap_app/frontend/src/router/index.js
index 5c0d6d9..657b686 100644
--- a/eai_ap_app/frontend/src/router/index.js
+++ b/eai_ap_app/frontend/src/router/index.js
@@ -23,6 +23,7 @@ const routes = [
       { path: 'apps/knowledge-operations', name: 'KnowledgeOperationsApp', meta: { workspaceKey: 'knowledge-operations' }, component: () => import('@/views/workbench/BusinessAppPage.vue') },
       { path: 'apps/process-coordination', name: 'ProcessCoordinationApp', meta: { workspaceKey: 'process-coordination' }, component: () => import('@/views/workbench/BusinessAppPage.vue') },
       { path: 'apps/report-generation', name: 'ReportGenerationApp', meta: { workspaceKey: 'report-generation' }, component: () => import('@/views/workbench/BusinessAppPage.vue') },
+      { path: 'report-gen', name: 'ReportGeneration', meta: { requiresAdmin: true }, component: () => import('@/views/report/ReportGenerationPage.vue') },
       { path: 'apps/wechat-official-account', name: 'WechatOfficialAccountApp', meta: { workspaceKey: 'wechat-official-account' }, component: () => import('@/views/workbench/OfficialAccountWorkflowPage.vue') },
       { path: 'apps/logistics-fulfillment', name: 'LogisticsFulfillmentApp', meta: { workspaceKey: 'logistics-fulfillment' }, component: () => import('@/views/workbench/BusinessAppPage.vue') },
       { path: 'apps/hr-email-sorter', name: 'HrEmailSorter', meta: { workspaceKey: 'hr-email-sorter' }, component: () => import('@/views/workbench/BusinessAppPage.vue') },
diff --git a/eai_ap_app/frontend/src/views/report/ReportGenerationPage.vue b/eai_ap_app/frontend/src/views/report/ReportGenerationPage.vue
new file mode 100644
index 0000000..812b547
--- /dev/null
+++ b/eai_ap_app/frontend/src/views/report/ReportGenerationPage.vue
@@ -0,0 +1,472 @@
+<template>
+  <div class="report-gen-page">
+    <header class="page-header">
+      <div class="header-left">
+        <h1>报告生成</h1>
+        <p>输入报告主题，AI 自动规划章节并生成正式报告，支持导出 PDF</p>
+      </div>
+      <div class="header-right">
+        <el-button type="primary" :loading="generating" @click="generateReport">
+          <el-icon v-if="!generating"><Edit /></el-icon>
+          {{ generating ? '生成中...' : '生成报告' }}
+        </el-button>
+      </div>
+    </header>
+
+    <div class="main-layout">
+      <!-- 左侧：输入面板 -->
+      <section class="input-panel">
+        <div class="card">
+          <div class="card-title">报告信息</div>
+
+          <el-form :model="form" label-position="top" class="report-form">
+            <el-form-item label="报告主题">
+              <el-input
+                v-model="form.topic"
+                placeholder="例如：2024年企业AI应用实践报告"
+                maxlength="128"
+                show-word-limit
+              />
+            </el-form-item>
+
+            <el-form-item label="摘要/背景（可选）">
+              <el-input
+                v-model="form.summary"
+                type="textarea"
+                :rows="3"
+                placeholder="简要描述报告的背景与目的"
+                maxlength="500"
+                show-word-limit
+              />
+            </el-form-item>
+
+            <el-form-item label="期望章节（可选，留空由 AI 自动规划）">
+              <el-select
+                v-model="form.sections"
+                multiple
+                filterable
+                allow-create
+                default-first-option
+                placeholder="选择或输入章节名称"
+              >
+                <el-option label="背景概述" value="背景概述" />
+                <el-option label="核心内容" value="核心内容" />
+                <el-option label="关键数据" value="关键数据" />
+                <el-option label="实施方案" value="实施方案" />
+                <el-option label="风险与对策" value="风险与对策" />
+                <el-option label="总结建议" value="总结建议" />
+              </el-select>
+            </el-form-item>
+
+            <el-form-item label="关联知识库（可选）">
+              <el-select v-model="form.knowledge_key" placeholder="选择知识库，留空则全局检索">
+                <el-option label="全局知识库" value="" />
+                <el-option
+                  v-for="space in knowledgeSpaces"
+                  :key="space.id"
+                  :label="space.name"
+                  :value="space.id"
+                />
+              </el-select>
+            </el-form-item>
+          </el-form>
+        </div>
+
+        <!-- 操作指引 -->
+        <div class="card guide-card">
+          <div class="card-title">操作指引</div>
+          <ol class="guide-steps">
+            <li>填写报告主题（必填）</li>
+            <li>输入摘要/背景（可选）</li>
+            <li>选择期望章节或留空由 AI 自动规划</li>
+            <li>选择关联知识库（可选）</li>
+            <li>点击「生成报告」预览内容</li>
+            <li>确认无误后导出 PDF</li>
+          </ol>
+        </div>
+      </section>
+
+      <!-- 右侧：报告预览 -->
+      <section class="preview-panel">
+        <div class="card" :class="{ 'has-report': reportContent }">
+          <div class="card-header">
+            <div class="card-title-row">
+              <div class="card-title">报告预览</div>
+              <span v-if="reportContent" class="report-meta">
+                生成于 {{ reportContent?.created_at || '—' }}
+              </span>
+            </div>
+            <div class="card-actions" v-if="reportContent">
+              <el-button size="small" :loading="exporting" @click="exportToPDF">
+                <el-icon><Download /></el-icon>
+                导出 PDF
+              </el-button>
+              <el-button size="small" @click="resetReport">
+                清除
+              </el-button>
+            </div>
+          </div>
+
+          <!-- 空状态 -->
+          <div v-if="!reportContent" class="empty-preview">
+            <div class="eyebrow">Report Generator</div>
+            <h3>报告预览区</h3>
+            <p>填写左侧报告信息后点击「生成报告」，AI 将自动创建报告并在右侧预览</p>
+            <div class="preview-icons">
+              <span class="icon-item">📄</span>
+              <span class="icon-item">📊</span>
+              <span class="icon-item">📑</span>
+              <span class="icon-item">📋</span>
+            </div>
+          </div>
+
+          <!-- 报告内容 -->
+          <div v-else class="report-preview">
+            <!-- 章节列表 -->
+            <div class="chapters-list">
+              <div
+                v-for="(chapter, idx) in reportContent.chapters"
+                :key="idx"
+                class="chapter-card"
+              >
+                <div class="chapter-header">
+                  <span class="chapter-num">{{ idx + 1 }}</span>
+                  <strong>{{ chapter.title }}</strong>
+                </div>
+                <div class="chapter-body">
+                  {{ chapter.body }}
+                </div>
+              </div>
+            </div>
+          </div>
+        </div>
+      </section>
+    </div>
+  </div>
+</template>
+
+<script setup>
+import { onMounted, ref } from 'vue'
+import { ElMessage } from 'element-plus'
+import { Edit, Download } from '@element-plus/icons-vue'
+import { generateReport, exportReportPDF } from '@/api/report'
+import { listKnowledgeSpaces } from '@/api/knowledge'
+
+const generating = ref(false)
+const exporting = ref(false)
+const reportContent = ref(null)
+
+const form = ref({
+  topic: '',
+  summary: '',
+  sections: [],
+  knowledge_key: '',
+})
+
+const knowledgeSpaces = ref([])
+
+async function generateReport() {
+  if (!form.value.topic.trim()) {
+    ElMessage.warning('请输入报告主题')
+    return
+  }
+
+  generating.value = true
+  try {
+    const res = await generateReport({
+      topic: form.value.topic.trim(),
+      summary: form.value.summary,
+      sections: form.value.sections,
+      knowledge_key: form.value.knowledge_key,
+    })
+
+    if (res?.data) {
+      reportContent.value = res.data.report || res.data
+      ElMessage.success('报告生成成功')
+    } else {
+      reportContent.value = res?.data?.report || null
+      if (reportContent.value) {
+        ElMessage.success('报告生成成功')
+      }
+    }
+  } catch (error) {
+    ElMessage.error(error.message || '报告生成失败，请稍后重试')
+    reportContent.value = null
+  } finally {
+    generating.value = false
+  }
+}
+
+async function exportToPDF() {
+  if (!reportContent.value) return
+
+  exporting.value = true
+  try {
+    const blob = await exportReportPDF({
+      report: reportContent.value,
+    })
+
+    // 下载 PDF
+    const url = URL.createObjectURL(blob)
+    const a = document.createElement('a')
+    a.href = url
+    const filename = (reportContent.value.topic || 'report') + '.pdf'
+    a.download = filename.replace(/[^a-zA-Z一-龥　-￿]/g, '_')
+    document.body.appendChild(a)
+    a.click()
+    document.body.removeChild(a)
+    URL.revokeObjectURL(url)
+    ElMessage.success('PDF 已下载')
+  } catch (error) {
+    ElMessage.error('PDF 导出失败')
+  } finally {
+    exporting.value = false
+  }
+}
+
+function resetReport() {
+  reportContent.value = null
+}
+
+onMounted(async () => {
+  try {
+    const res = await listKnowledgeSpaces()
+    const items = res?.data?.items || []
+    if (items.length) {
+      knowledgeSpaces.value = items.map((item) => ({
+        id: item.key,
+        name: item.name,
+        desc: item.description,
+      }))
+    }
+  } catch (error) {
+    // 静默失败
+  }
+})
+</script>
+
+<style scoped>
+.report-gen-page {
+  max-width: 1400px;
+  margin: 0 auto;
+  padding: 24px;
+}
+
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 24px;
+  padding-bottom: 16px;
+  border-bottom: 1px solid #eef1f6;
+}
+
+.header-left h1 {
+  margin: 0 0 6px;
+  font-size: 24px;
+  color: #1f2d3d;
+  font-weight: 700;
+}
+
+.header-left p {
+  margin: 0;
+  font-size: 14px;
+  color: #6b7785;
+}
+
+.main-layout {
+  display: grid;
+  grid-template-columns: 380px minmax(0, 1fr);
+  gap: 24px;
+}
+
+.card {
+  border-radius: 16px;
+  background: #fff;
+  border: 1px solid #eef1f6;
+  box-shadow: 0 4px 12px rgba(31, 35, 41, 0.04);
+  padding: 20px;
+  transition: box-shadow 0.2s;
+}
+
+.card-title {
+  font-size: 16px;
+  font-weight: 700;
+  color: #1f2d3d;
+  margin-bottom: 16px;
+}
+
+.card-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 16px;
+}
+
+.card-title-row {
+  display: flex;
+  align-items: baseline;
+  gap: 10px;
+}
+
+.report-meta {
+  font-size: 12px;
+  color: #8a96a3;
+  font-weight: 400;
+}
+
+.card-actions {
+  display: flex;
+  gap: 8px;
+}
+
+.report-form .el-form-item {
+  margin-bottom: 16px;
+}
+
+.report-form .el-form-item :deep(.el-form-item__label) {
+  font-size: 13px;
+  font-weight: 600;
+  color: #4b5968;
+  padding-bottom: 4px;
+}
+
+.guide-card {
+  margin-top: 16px;
+  background: #fafbfc;
+}
+
+.guide-steps {
+  margin: 0;
+  padding: 0 0 0 16px;
+  font-size: 13px;
+  color: #5f6b7a;
+  line-height: 2;
+}
+
+.guide-steps li {
+  margin-bottom: 2px;
+}
+
+.empty-preview {
+  text-align: center;
+  padding: 60px 20px;
+}
+
+.empty-preview .eyebrow {
+  font-size: 11px;
+  text-transform: uppercase;
+  color: #8a96a3;
+  letter-spacing: 0.5px;
+}
+
+.empty-preview h3 {
+  margin: 12px 0 10px;
+  font-size: 20px;
+  color: #1f2d3d;
+  font-weight: 600;
+}
+
+.empty-preview p {
+  font-size: 14px;
+  color: #6b7785;
+  line-height: 1.6;
+  max-width: 400px;
+  margin: 0 auto;
+}
+
+.preview-icons {
+  display: flex;
+  justify-content: center;
+  gap: 16px;
+  margin-top: 24px;
+  font-size: 28px;
+}
+
+.icon-item {
+  padding: 10px;
+  border-radius: 12px;
+  background: #f5f8ff;
+  transition: transform 0.2s;
+}
+
+.icon-item:hover {
+  transform: scale(1.1);
+}
+
+.report-preview {
+  max-height: 600px;
+  overflow-y: auto;
+  padding-right: 8px;
+}
+
+.report-preview::-webkit-scrollbar {
+  width: 6px;
+}
+
+.report-preview::-webkit-scrollbar-thumb {
+  background: #dcdfe6;
+  border-radius: 3px;
+}
+
+.chapters-list {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+
+.chapter-card {
+  border-radius: 12px;
+  background: #f8f9fb;
+  border: 1px solid #eef1f6;
+  overflow: hidden;
+}
+
+.chapter-header {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 10px 14px;
+  background: linear-gradient(135deg, #f5f8ff 0%, #eef6ff 100%);
+  border-bottom: 1px solid #eef1f6;
+}
+
+.chapter-num {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 24px;
+  height: 24px;
+  border-radius: 8px;
+  background: #2b63d9;
+  color: #fff;
+  font-size: 12px;
+  font-weight: 700;
+  flex-shrink: 0;
+}
+
+.chapter-header strong {
+  font-size: 14px;
+  color: #1f2d3d;
+}
+
+.chapter-body {
+  padding: 14px;
+  font-size: 13px;
+  line-height: 1.8;
+  color: #3d4854;
+  white-space: pre-wrap;
+}
+
+/* Responsive */
+@media (max-width: 1200px) {
+  .main-layout {
+    grid-template-columns: 1fr;
+  }
+
+  .page-header {
+    flex-direction: column;
+    gap: 12px;
+  }
+}
+</style>
diff --git a/eai_ap_app/frontend/src/views/workbench/StudioPage.vue b/eai_ap_app/frontend/src/views/workbench/StudioPage.vue
index c04e161..2d37ba6 100644
--- a/eai_ap_app/frontend/src/views/workbench/StudioPage.vue
+++ b/eai_ap_app/frontend/src/views/workbench/StudioPage.vue
@@ -547,6 +547,14 @@ const templateCards = [
     actions: ['归并进展', '提炼风险', '生成周报'],
     results: ['周报文档'],
   },
+  {
+    key: 'report-generation',
+    label: '报告生成',
+    summary: 'AI 驱动正式报告生成，自动规划章节，支持 PDF 导出。',
+    inputs: ['报告主题', '背景资料'],
+    actions: ['章节规划', 'LLM 撰写', 'PDF 导出'],
+    results: ['PDF 报告'],
+  },
 ]
 
 const toolboxItems = [