diff --git a/app.py b/app.py
index 3f32626..318c153 100644
--- a/app.py
+++ b/app.py
@@ -123,6 +123,20 @@ def init_db():
             api_key TEXT DEFAULT '',
             updated_at TEXT DEFAULT (datetime('now','localtime'))
         );
+        CREATE TABLE IF NOT EXISTS search_results (
+            id TEXT PRIMARY KEY,
+            topic_id TEXT NOT NULL,
+            query TEXT NOT NULL,
+            title TEXT DEFAULT '',
+            url TEXT DEFAULT '',
+            snippet TEXT DEFAULT '',
+            raw_content TEXT DEFAULT '',
+            score REAL DEFAULT 0,
+            search_depth TEXT DEFAULT 'basic',
+            max_results INTEGER DEFAULT 10,
+            created_at TEXT DEFAULT (datetime('now','localtime')),
+            FOREIGN KEY (topic_id) REFERENCES topics(id) ON DELETE CASCADE
+        );
     ''')
     # 初始化默认Prompt模板
     default_templates = [
@@ -776,9 +790,10 @@ def update_search_config():
 
 @app.route('/api/search', methods=['POST'])
 def search_web():
-    """调用 Tavily Search API 进行搜索"""
+    """调用 Tavily Search API 进行搜索，结果保存到数据库"""
     data = request.get_json(force=True)
     query = data.get('query', '').strip()
+    topic_id = data.get('topic_id', '').strip()
     if not query:
         return jsonify({'error': '搜索关键词不能为空'}), 400
 
@@ -786,7 +801,7 @@ def search_web():
     if not search_config['api_key']:
         return jsonify({'error': '请先配置搜索API Key（首页右上角设置）'}), 400
 
-    max_results = data.get('max_results', 8)
+    max_results = data.get('max_results', 10)
     search_depth = data.get('search_depth', 'basic')
     time_range = data.get('time_range', None)
 
@@ -811,19 +826,43 @@ def search_web():
         )
         resp.raise_for_status()
         result = resp.json()
-        return jsonify(result)
     except requests.exceptions.HTTPError as e:
         return jsonify({'error': f'搜索请求失败: HTTP {e.response.status_code}'}), 502
     except Exception as e:
         return jsonify({'error': f'搜索失败: {str(e)}'}), 500
 
+    # 保存搜索结果到数据库
+    if topic_id:
+        conn = get_db()
+        now = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        saved_results = []
+        for r in result.get('results', []):
+            rid = str(uuid.uuid4())[:8]
+            conn.execute(
+                'INSERT INTO search_results (id, topic_id, query, title, url, snippet, score, search_depth, max_results, created_at) VALUES (?,?,?,?,?,?,?,?,?,?)',
+                (rid, topic_id, query, r.get('title', ''), r.get('url', ''), r.get('content', ''), r.get('score', 0), search_depth, max_results, now)
+            )
+            saved_results.append({
+                'id': rid,
+                'title': r.get('title', ''),
+                'url': r.get('url', ''),
+                'content': r.get('content', ''),
+                'score': r.get('score', 0),
+            })
+        conn.commit()
+        conn.close()
+        result['saved_results'] = saved_results
+
+    return jsonify(result)
+
 
 @app.route('/api/search/detail', methods=['POST'])
 def search_detail():
-    """调用 Tavily Search API 获取详细内容（include_raw_content）"""
+    """获取搜索结果详细内容，并更新数据库中的 raw_content"""
     data = request.get_json(force=True)
     query = data.get('query', '').strip()
     url = data.get('url', '').strip()
+    result_id = data.get('result_id', '').strip()
     if not query:
         return jsonify({'error': '搜索关键词不能为空'}), 400
 
@@ -855,11 +894,52 @@ def search_detail():
         # 如果指定了URL，过滤只返回该URL的结果
         if url:
             result['results'] = [r for r in result.get('results', []) if r.get('url') == url]
+
+        # 更新数据库中的 raw_content
+        if result_id and result.get('results'):
+            raw_content = result['results'][0].get('raw_content', '') or result['results'][0].get('content', '')
+            conn = get_db()
+            conn.execute('UPDATE search_results SET raw_content=? WHERE id=?', (raw_content, result_id))
+            conn.commit()
+            conn.close()
+
         return jsonify(result)
     except Exception as e:
         return jsonify({'error': f'获取详情失败: {str(e)}'}), 500
 
 
+@app.route('/api/topics/<topic_id>/search-results', methods=['GET'])
+def get_topic_search_results(topic_id):
+    """获取主题的所有搜索结果"""
+    conn = get_db()
+    results = conn.execute(
+        'SELECT * FROM search_results WHERE topic_id=? ORDER BY created_at DESC',
+        (topic_id,)
+    ).fetchall()
+    conn.close()
+    return jsonify([dict(r) for r in results])
+
+
+@app.route('/api/search-results/<result_id>', methods=['DELETE'])
+def delete_search_result(result_id):
+    """删除单条搜索结果"""
+    conn = get_db()
+    conn.execute('DELETE FROM search_results WHERE id=?', (result_id,))
+    conn.commit()
+    conn.close()
+    return jsonify({'ok': True})
+
+
+@app.route('/api/topics/<topic_id>/search-results', methods=['DELETE'])
+def clear_topic_search_results(topic_id):
+    """清空主题的所有搜索结果"""
+    conn = get_db()
+    conn.execute('DELETE FROM search_results WHERE topic_id=?', (topic_id,))
+    conn.commit()
+    conn.close()
+    return jsonify({'ok': True})
+
+
 # ==================== LLM配置API ====================
 
 @app.route('/api/llm-config', methods=['GET'])
diff --git a/templates/topic.html b/templates/topic.html
index 71a4085..57c09aa 100644
--- a/templates/topic.html
+++ b/templates/topic.html
@@ -221,14 +221,20 @@
                 <!-- 搜索面板 -->
                 <div class="search-panel mb-3">
                     <div class="card-header d-flex justify-content-between align-items-center">
-                        <span class="section-title mb-0"><i class="bi bi-search text-accent"></i>网络搜索</span>
-                        <button class="btn btn-sm btn-link text-muted p-0" onclick="toggleSearchPanel()" title="折叠/展开">
-                            <i class="bi bi-chevron-down" id="searchPanelToggle"></i>
-                        </button>
+                        <span class="section-title mb-0"><i class="bi bi-search text-accent"></i>网络搜索 <span class="badge bg-secondary ms-1" id="searchCountBadge">0</span></span>
+                        <div class="d-flex align-items-center gap-2">
+                            <button class="btn btn-sm btn-link text-danger p-0" onclick="clearAllSearchResults()" title="清空所有搜索结果" id="clearSearchBtn" style="display:none;">
+                                <i class="bi bi-trash3 me-1"></i>清空
+                            </button>
+                            <button class="btn btn-sm btn-link text-muted p-0" onclick="toggleSearchPanel()" title="折叠/展开">
+                                <i class="bi bi-chevron-down" id="searchPanelToggle"></i>
+                            </button>
+                        </div>
                     </div>
                     <div class="card-body" id="searchPanelBody">
                         <div class="search-bar mb-3">
                             <input type="text" class="form-control form-control-sm" id="searchQuery" placeholder="输入关键词搜索相关资料..." onkeydown="if(event.key==='Enter'){event.preventDefault();doSearch();}">
+                            <input type="number" class="form-control form-control-sm" id="searchMaxResults" value="10" min="1" max="20" title="结果数量" style="width:70px;">
                             <select class="form-select form-select-sm" id="searchDepth" style="width:auto;min-width:90px;">
                                 <option value="basic">基础</option>
                                 <option value="advanced">深度</option>
@@ -979,9 +985,10 @@
     // 初始化选择计数
     updateSelectCount();
 
-    // ===== 网络搜索 =====
+    // ===== 网络搜索（持久化） =====
     let searchPanelCollapsed = false;
-    let lastSearchQuery = '';
+    // 搜索结果缓存（从数据库加载），key=result_id
+    let searchResultsMap = {};
 
     function toggleSearchPanel() {
         const body = document.getElementById('searchPanelBody');
@@ -991,10 +998,84 @@
         icon.className = searchPanelCollapsed ? 'bi bi-chevron-right' : 'bi bi-chevron-down';
     }
 
+    function updateSearchCount() {
+        const count = Object.keys(searchResultsMap).length;
+        document.getElementById('searchCountBadge').textContent = count;
+        document.getElementById('clearSearchBtn').style.display = count > 0 ? '' : 'none';
+    }
+
+    // 页面加载时从数据库加载搜索结果
+    async function loadSearchResults() {
+        try {
+            const res = await fetch(`/api/topics/${topicId}/search-results`);
+            if (!res.ok) return;
+            const results = await res.json();
+            results.forEach(r => { searchResultsMap[r.id] = r; });
+            renderAllSearchResults();
+            updateSearchCount();
+        } catch(e) {}
+    }
+
+    function renderAllSearchResults() {
+        const resultsEl = document.getElementById('searchResults');
+        const results = Object.values(searchResultsMap);
+        if (results.length === 0) {
+            resultsEl.innerHTML = '<div class="search-empty"><i class="bi bi-globe2 d-block" style="font-size:2rem;opacity:0.3;"></i><small>搜索网络资料，结果可添加为素材</small></div>';
+            return;
+        }
+        // 按时间倒序
+        results.sort((a, b) => b.created_at.localeCompare(a.created_at));
+        // 按query分组显示
+        const groups = {};
+        results.forEach(r => {
+            if (!groups[r.query]) groups[r.query] = [];
+            groups[r.query].push(r);
+        });
+        let html = '';
+        for (const [query, items] of Object.entries(groups)) {
+            html += `<div class="mb-3"><div class="small text-warning fw-bold mb-1"><i class="bi bi-search me-1"></i>${escapeHtml(query)} <span class="text-muted fw-normal">(${items.length}条)</span></div>`;
+            items.forEach(r => { html += renderSearchResultFromDB(r); });
+            html += '</div>';
+        }
+        resultsEl.innerHTML = html;
+    }
+
+    function renderSearchResultFromDB(r) {
+        const scorePercent = r.score ? Math.round(r.score * 100) : 0;
+        const hasRaw = r.raw_content ? true : false;
+        return `<div class="search-result-item" id="sr-${r.id}">
+            <div class="d-flex justify-content-between align-items-start">
+                <a class="result-title" href="${escapeHtml(r.url)}" target="_blank" rel="noopener">
+                    <i class="bi bi-box-arrow-up-right" style="font-size:0.8rem;"></i>
+                    ${escapeHtml(r.title)}
+                </a>
+                <button class="btn btn-sm btn-link text-danger p-0" onclick="deleteSearchResult('${r.id}')" title="删除"><i class="bi bi-x-lg"></i></button>
+            </div>
+            <div class="result-url">${escapeHtml(r.url)}</div>
+            <div class="result-snippet">${escapeHtml(r.snippet)}</div>
+            <div class="result-score">相关度: ${scorePercent}%</div>
+            <div class="result-actions">
+                <button class="btn btn-sm btn-outline-accent" onclick="toggleSearchDetailDB('${r.id}')" id="detail-btn-${r.id}">
+                    <i class="bi bi-eye me-1"></i>${hasRaw ? '查看详情' : '获取详情'}
+                </button>
+                <button class="btn btn-sm btn-outline-success" onclick="addSearchResultAsMaterialDB('${r.id}')" id="add-btn-${r.id}" title="添加为文本素材">
+                    <i class="bi bi-plus-circle me-1"></i>添加为素材
+                </button>
+                <a class="btn btn-sm btn-secondary" href="${escapeHtml(r.url)}" target="_blank" rel="noopener" title="在新窗口打开">
+                    <i class="bi bi-box-arrow-up-right"></i>
+                </a>
+            </div>
+            <div class="result-detail" id="search-detail-${r.id}">
+                <div class="result-detail-content" id="search-detail-content-${r.id}">${hasRaw ? escapeHtml(r.raw_content) : ''}</div>
+            </div>
+        </div>`;
+    }
+
     async function doSearch() {
         const query = document.getElementById('searchQuery').value.trim();
         if (!query) return;
 
+        const maxResults = parseInt(document.getElementById('searchMaxResults').value) || 10;
         const depth = document.getElementById('searchDepth').value;
         const timeRange = document.getElementById('searchTimeRange').value;
         const btn = document.getElementById('searchBtn');
@@ -1002,11 +1083,8 @@
         btn.innerHTML = '<span class="spinner-generate" style="width:14px;height:14px;border-width:2px;"></span>';
         btn.disabled = true;
 
-        const resultsEl = document.getElementById('searchResults');
-        resultsEl.innerHTML = '<div class="search-loading"><span class="spinner-generate" style="width:20px;height:20px;"></span><br><small class="mt-2 d-block">搜索中...</small></div>';
-
         try {
-            const body = { query, search_depth: depth, max_results: 8 };
+            const body = { query, search_depth: depth, max_results: maxResults, topic_id: topicId };
             if (timeRange) body.time_range = timeRange;
 
             const res = await fetch('/api/search', {
@@ -1016,69 +1094,57 @@
             });
             if (!res.ok) { const d = await res.json(); throw new Error(d.error || '搜索失败'); }
             const data = await res.json();
-            lastSearchQuery = query;
 
-            const results = data.results || [];
-            if (results.length === 0) {
-                resultsEl.innerHTML = '<div class="search-empty"><i class="bi bi-search d-block" style="font-size:1.5rem;opacity:0.3;"></i><small>未找到相关结果</small></div>';
-            } else {
-                resultsEl.innerHTML = `<div class="small text-muted mb-2"><i class="bi bi-info-circle me-1"></i>找到 ${results.length} 条结果（耗时 ${data.response_time ? data.response_time.toFixed(1) : '-'}s）</div>` +
-                    results.map((r, i) => renderSearchResult(r, i, query)).join('');
+            // 将保存的结果加入缓存
+            if (data.saved_results) {
+                data.saved_results.forEach(sr => {
+                    searchResultsMap[sr.id] = {
+                        id: sr.id,
+                        topic_id: topicId,
+                        query: query,
+                        title: sr.title,
+                        url: sr.url,
+                        snippet: sr.content,
+                        raw_content: '',
+                        score: sr.score,
+                        created_at: new Date().toLocaleString()
+                    };
+                });
             }
+            renderAllSearchResults();
+            updateSearchCount();
         } catch(e) {
-            resultsEl.innerHTML = `<div class="search-empty text-danger"><i class="bi bi-exclamation-triangle d-block" style="font-size:1.5rem;"></i><small>${escapeHtml(e.message)}</small></div>`;
+            alert('搜索失败: ' + e.message);
         } finally {
             btn.innerHTML = origBtn;
             btn.disabled = false;
         }
     }
 
-    function renderSearchResult(r, index, query) {
-        const scorePercent = r.score ? Math.round(r.score * 100) : 0;
-        return `<div class="search-result-item" id="search-result-${index}">
-            <a class="result-title" href="${escapeHtml(r.url)}" target="_blank" rel="noopener">
-                <i class="bi bi-box-arrow-up-right" style="font-size:0.8rem;"></i>
-                ${escapeHtml(r.title)}
-            </a>
-            <div class="result-url">${escapeHtml(r.url)}</div>
-            <div class="result-snippet">${escapeHtml(r.content)}</div>
-            <div class="result-score">相关度: ${scorePercent}%</div>
-            <div class="result-actions">
-                <button class="btn btn-sm btn-outline-accent" onclick="toggleSearchDetail(${index}, '${escapeAttr(query)}', '${escapeAttr(r.url)}')" id="detail-btn-${index}">
-                    <i class="bi bi-eye me-1"></i>查看详情
-                </button>
-                <button class="btn btn-sm btn-outline-success" onclick="addSearchResultAsMaterial(${index})" title="添加为文本素材">
-                    <i class="bi bi-plus-circle me-1"></i>添加为素材
-                </button>
-                <a class="btn btn-sm btn-secondary" href="${escapeHtml(r.url)}" target="_blank" rel="noopener" title="在新窗口打开">
-                    <i class="bi bi-box-arrow-up-right"></i>
-                </a>
-            </div>
-            <div class="result-detail" id="search-detail-${index}">
-                <div class="result-detail-content" id="search-detail-content-${index}"></div>
-            </div>
-        </div>`;
-    }
-
-    async function toggleSearchDetail(index, query, url) {
-        const detailEl = document.getElementById(`search-detail-${index}`);
-        const btnEl = document.getElementById(`detail-btn-${index}`);
-        const contentEl = document.getElementById(`search-detail-content-${index}`);
+    async function toggleSearchDetailDB(resultId) {
+        const detailEl = document.getElementById(`search-detail-${resultId}`);
+        const btnEl = document.getElementById(`detail-btn-${resultId}`);
+        const contentEl = document.getElementById(`search-detail-content-${resultId}`);
+        if (!detailEl || !btnEl) return;
 
         if (detailEl.classList.contains('show')) {
             detailEl.classList.remove('show');
-            btnEl.innerHTML = '<i class="bi bi-eye me-1"></i>查看详情';
+            const hasRaw = searchResultsMap[resultId] && searchResultsMap[resultId].raw_content;
+            btnEl.innerHTML = `<i class="bi bi-eye me-1"></i>${hasRaw ? '查看详情' : '获取详情'}`;
             return;
         }
 
-        // 如果已经有内容，直接展示
+        // 如果已有raw_content，直接展示
         if (contentEl.textContent.trim()) {
             detailEl.classList.add('show');
             btnEl.innerHTML = '<i class="bi bi-eye-slash me-1"></i>收起详情';
             return;
         }
 
-        // 获取详细内容
+        // 调用详情API获取
+        const r = searchResultsMap[resultId];
+        if (!r) return;
+
         btnEl.innerHTML = '<span class="spinner-generate" style="width:12px;height:12px;border-width:2px;"></span>';
         btnEl.disabled = true;
 
@@ -1086,18 +1152,22 @@
             const res = await fetch('/api/search/detail', {
                 method: 'POST',
                 headers: {'Content-Type': 'application/json'},
-                body: JSON.stringify({ query, url })
+                body: JSON.stringify({ query: r.query, url: r.url, result_id: resultId })
             });
             if (!res.ok) { const d = await res.json(); throw new Error(d.error || '获取详情失败'); }
             const data = await res.json();
             const results = data.results || [];
+            let detailText = '';
             if (results.length > 0 && results[0].raw_content) {
-                contentEl.textContent = results[0].raw_content;
+                detailText = results[0].raw_content;
             } else if (results.length > 0) {
-                contentEl.textContent = results[0].content || '暂无详细内容';
+                detailText = results[0].content || '暂无详细内容';
             } else {
-                contentEl.textContent = '未能获取详细内容';
+                detailText = '未能获取详细内容';
             }
+            contentEl.textContent = detailText;
+            // 更新缓存
+            if (searchResultsMap[resultId]) searchResultsMap[resultId].raw_content = detailText;
             detailEl.classList.add('show');
             btnEl.innerHTML = '<i class="bi bi-eye-slash me-1"></i>收起详情';
         } catch(e) {
@@ -1109,20 +1179,13 @@
         }
     }
 
-    async function addSearchResultAsMaterial(index) {
-        const item = document.querySelector(`#search-result-${index}`);
-        if (!item) return;
+    async function addSearchResultAsMaterialDB(resultId) {
+        const r = searchResultsMap[resultId];
+        if (!r) return;
 
-        const title = item.querySelector('.result-title').textContent.trim();
-        const url = item.querySelector('.result-url').textContent.trim();
-        const snippet = item.querySelector('.result-snippet').textContent.trim();
-        const detailEl = document.getElementById(`search-detail-content-${index}`);
-        const detailContent = detailEl ? detailEl.textContent.trim() : '';
-
-        // 构建素材内容：标题 + URL + 摘要 + 详细内容
-        let content = `【${title}】\n来源: ${url}\n\n${snippet}`;
-        if (detailContent) {
-            content += `\n\n--- 详细内容 ---\n${detailContent}`;
+        let content = `【${r.title}】\n来源: ${r.url}\n\n${r.snippet}`;
+        if (r.raw_content) {
+            content += `\n\n--- 详细内容 ---\n${r.raw_content}`;
         }
 
         const fd = new FormData();
@@ -1132,11 +1195,12 @@
         try {
             const res = await fetch(`/api/topics/${topicId}/materials`, {method: 'POST', body: fd});
             if (res.ok) {
-                // 高亮提示
-                const btn = item.querySelector('.btn-outline-success');
-                btn.innerHTML = '<i class="bi bi-check-lg me-1"></i>已添加';
-                btn.classList.replace('btn-outline-success', 'btn-success');
-                btn.disabled = true;
+                const btn = document.getElementById(`add-btn-${resultId}`);
+                if (btn) {
+                    btn.innerHTML = '<i class="bi bi-check-lg me-1"></i>已添加';
+                    btn.classList.replace('btn-outline-success', 'btn-success');
+                    btn.disabled = true;
+                }
                 setTimeout(() => location.reload(), 800);
             } else {
                 const d = await res.json(); alert(d.error || '添加失败');
@@ -1145,6 +1209,28 @@
             alert('添加素材失败: ' + e.message);
         }
     }
+
+    async function deleteSearchResult(resultId) {
+        if (!confirm('确定删除此搜索结果？')) return;
+        await fetch(`/api/search-results/${resultId}`, {method: 'DELETE'});
+        delete searchResultsMap[resultId];
+        const el = document.getElementById(`sr-${resultId}`);
+        if (el) el.remove();
+        updateSearchCount();
+        // 如果删完了重新渲染空状态
+        if (Object.keys(searchResultsMap).length === 0) renderAllSearchResults();
+    }
+
+    async function clearAllSearchResults() {
+        if (!confirm('确定清空所有搜索结果？此操作不可恢复。')) return;
+        await fetch(`/api/topics/${topicId}/search-results`, {method: 'DELETE'});
+        searchResultsMap = {};
+        renderAllSearchResults();
+        updateSearchCount();
+    }
+
+    // 加载搜索结果
+    loadSearchResults();
     </script>
 </body>
 </html>