feat: 将记忆系统和知识库合并改造为长效向量记忆系统

- 移除知识库(KB/RAG)功能,删除 kb-modal.ts、rag.ts、memory-panel.ts
- 新增 vector-memory.ts:记忆向量存储与检索引擎
- 新增 memory-modal.ts:大模态框布局的记忆管理面板
- 简化记忆分类为3类:fact(事实)、preference(偏好)、rule(规则)
- 嵌入模型配置移至设置面板
- 无嵌入模型时自动降级为关键词搜索模式
- 向量搜索支持语义相似度检索
- 嵌入模型变化时自动重新索引所有记忆
This commit is contained in:
OpenClaw Agent
2026-04-16 09:27:05 +08:00
parent 759b5fa8db
commit 8ec34106cd
14 changed files with 1108 additions and 1463 deletions
+316 -538
View File
@@ -500,12 +500,6 @@ html, body {
border-color: rgba(108, 203, 95, 0.15);
}
.rag-badge {
color: #B388FF;
background: rgba(179, 136, 255, 0.06);
border-color: rgba(179, 136, 255, 0.15);
}
.tools-badge {
color: #FFB74D;
background: rgba(255, 183, 77, 0.06);
@@ -1013,49 +1007,6 @@ html, body {
color: var(--accent);
}
/* RAG 知识库来源 */
.rag-sources {
margin-top: 8px;
padding: 8px 12px;
background: var(--accent-subtle);
border: 1px solid rgba(96, 205, 255, 0.1);
border-radius: var(--radius-control);
font-size: 12px;
}
.rag-sources-header {
color: var(--accent);
font-weight: 600;
margin-bottom: 4px;
font-size: 11px;
}
.rag-source-item {
display: flex;
justify-content: space-between;
align-items: center;
padding: 3px 0;
color: var(--text-tertiary);
}
.rag-source-item + .rag-source-item {
border-top: 1px solid var(--border-subtle);
}
.rag-source-name {
color: var(--text-secondary);
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
}
.rag-source-score {
color: var(--success);
font-weight: 500;
margin-left: 8px;
flex-shrink: 0;
}
/* ═══ 输入区域 ═══ */
.input-area {
flex-shrink: 0;
@@ -1855,251 +1806,6 @@ html, body {
background: var(--bg-layer-alt);
}
/* ═══ 知识库管理 ═══ */
#kbModal .modal {
max-width: 95vw;
width: 1100px;
max-height: 88vh;
}
#kbModal .modal-body {
padding: 16px 20px;
overflow: hidden;
display: flex;
flex-direction: column;
}
.kb-layout {
display: flex;
gap: 16px;
flex: 1;
min-height: 0;
overflow: hidden;
}
.kb-sidebar {
width: 240px;
flex-shrink: 0;
display: flex;
flex-direction: column;
gap: 8px;
min-height: 0;
overflow: hidden;
padding-right: 16px;
border-right: 1px solid var(--border-subtle);
}
.kb-new-collection {
display: flex;
gap: 6px;
}
.kb-new-collection .setting-input {
flex: 1;
margin-bottom: 0;
font-size: 13px;
padding: 6px 10px;
}
.kb-collection-list {
flex: 1;
overflow-y: auto;
display: flex;
flex-direction: column;
gap: 2px;
min-height: 0;
}
.kb-collection-item {
display: flex;
align-items: center;
justify-content: space-between;
padding: 10px 12px;
border-radius: var(--radius-control);
cursor: pointer;
transition: var(--transition);
}
.kb-collection-item:hover {
background: var(--bg-layer);
}
.kb-collection-item.active {
background: var(--accent-subtle);
border: 1px solid rgba(96, 205, 255, 0.12);
}
.kb-col-info {
display: flex;
flex-direction: column;
gap: 2px;
min-width: 0;
}
.kb-col-name {
font-size: 13px;
font-weight: 500;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
.kb-col-stats {
font-size: 11px;
color: var(--text-tertiary);
}
.kb-col-delete {
opacity: 0;
transition: opacity var(--transition);
}
.kb-collection-item:hover .kb-col-delete {
opacity: 1;
}
.kb-main {
flex: 1;
display: flex;
flex-direction: column;
gap: 10px;
min-width: 0;
min-height: 0;
overflow: hidden;
}
.kb-toolbar {
display: flex;
align-items: center;
gap: 8px;
flex-shrink: 0;
flex-wrap: wrap;
padding: 8px 12px;
background: var(--bg-layer);
border-radius: var(--radius-control);
border: 1px solid var(--border-subtle);
}
.kb-embed-select {
flex: 1;
min-width: 0;
max-width: 200px;
padding: 5px 8px;
font-size: 12px;
background: var(--bg-layer-alt);
color: var(--text-primary);
border: 1px solid var(--border-default);
border-radius: var(--radius-control);
outline: none;
cursor: pointer;
font-family: var(--font);
}
.kb-embed-select:focus {
border-color: var(--border-focus);
}
.kb-rag-toggle {
display: flex;
align-items: center;
gap: 6px;
margin-left: auto;
white-space: nowrap;
padding-left: 8px;
border-left: 1px solid var(--border-subtle);
}
.kb-progress {
display: inline-flex;
align-items: center;
gap: 6px;
font-size: 12px;
color: var(--text-tertiary);
padding: 3px 8px;
background: var(--accent-subtle);
border-radius: var(--radius-control);
}
.kb-doc-list {
flex: 1;
overflow-y: auto;
display: flex;
flex-direction: column;
gap: 2px;
min-height: 0;
}
.kb-doc-item {
display: flex;
align-items: center;
gap: 10px;
padding: 10px 12px;
border-radius: var(--radius-control);
transition: var(--transition);
}
.kb-doc-item:hover {
background: var(--bg-layer);
}
.kb-doc-icon {
font-size: 16px;
flex-shrink: 0;
}
.kb-doc-info {
flex: 1;
display: flex;
flex-direction: column;
gap: 1px;
min-width: 0;
}
.kb-doc-name {
font-size: 13px;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
.kb-doc-meta {
font-size: 11px;
color: var(--text-tertiary);
}
.kb-doc-delete {
opacity: 0;
transition: opacity var(--transition);
}
.kb-doc-item:hover .kb-doc-delete {
opacity: 1;
}
/* ── 移动端响应式 ── */
@media (max-width: 640px) {
.kb-layout {
flex-direction: column;
}
.kb-sidebar {
width: 100%;
max-height: 160px;
border-right: none;
padding-right: 0;
padding-bottom: 10px;
border-bottom: 1px solid var(--border-subtle);
}
.kb-main {
min-height: 180px;
}
.modal-lg {
max-height: 92vh;
}
}
/* ═══ Toast 通知 ═══ */
.toast-container {
position: fixed;
@@ -2436,250 +2142,6 @@ html, body {
color: rgba(255, 255, 255, 0.75);
}
/* ═══════════════════════════════════════════════════════════════
Agent 记忆系统
═══════════════════════════════════════════════════════════════ */
/* ── 记忆面板 ── */
.memory-panel {
position: absolute;
top: 100px;
right: 16px;
width: 380px;
max-height: calc(100vh - 140px);
background: var(--bg-primary, #2d2d2d);
border: 1px solid rgba(255, 255, 255, 0.1);
border-radius: 12px;
box-shadow: 0 8px 32px rgba(0, 0, 0, 0.4);
z-index: 100;
display: flex;
flex-direction: column;
overflow: hidden;
}
.memory-panel-header {
display: flex;
align-items: center;
justify-content: space-between;
padding: 12px 16px;
border-bottom: 1px solid rgba(255, 255, 255, 0.06);
}
.memory-panel-header h3 {
margin: 0;
font-size: 14px;
font-weight: 600;
}
.memory-panel-actions {
display: flex;
align-items: center;
gap: 8px;
}
.memory-toggle {
display: flex;
align-items: center;
cursor: pointer;
}
.memory-toggle input {
display: none;
}
.toggle-slider-sm {
width: 28px;
height: 16px;
background: rgba(255, 255, 255, 0.15);
border-radius: 8px;
position: relative;
transition: background 0.2s;
}
.toggle-slider-sm::after {
content: '';
position: absolute;
top: 2px;
left: 2px;
width: 12px;
height: 12px;
background: #fff;
border-radius: 50%;
transition: transform 0.2s;
}
.memory-toggle input:checked + .toggle-slider-sm {
background: var(--accent-cyan, #00f5d4);
}
.memory-toggle input:checked + .toggle-slider-sm::after {
transform: translateX(12px);
}
.memory-panel-search {
display: flex;
gap: 8px;
padding: 8px 16px;
}
.memory-search-input {
flex: 1;
background: rgba(0, 0, 0, 0.2);
border: 1px solid rgba(255, 255, 255, 0.08);
border-radius: 6px;
padding: 6px 10px;
color: var(--text-primary, #fff);
font-size: 12px;
outline: none;
}
.memory-search-input:focus {
border-color: var(--accent-cyan, #00f5d4);
}
.memory-type-filter {
background: rgba(0, 0, 0, 0.2);
border: 1px solid rgba(255, 255, 255, 0.08);
border-radius: 6px;
padding: 6px 8px;
color: var(--text-primary, #fff);
font-size: 12px;
outline: none;
cursor: pointer;
}
.memory-panel-actions-row {
display: flex;
gap: 8px;
padding: 0 16px 8px;
}
.btn-danger-outline {
background: none;
border: 1px solid rgba(255, 82, 82, 0.3);
color: #ff6b6b;
border-radius: 6px;
padding: 4px 10px;
cursor: pointer;
font-size: 12px;
transition: all 0.2s;
}
.btn-danger-outline:hover {
background: rgba(255, 82, 82, 0.1);
border-color: rgba(255, 82, 82, 0.5);
}
.memory-list {
flex: 1;
overflow-y: auto;
padding: 0 16px 16px;
}
.memory-empty {
text-align: center;
padding: 24px 16px;
color: var(--text-secondary, rgba(255, 255, 255, 0.4));
font-size: 12px;
}
.memory-item {
border: 1px solid rgba(255, 255, 255, 0.06);
border-radius: 8px;
padding: 8px 10px;
margin-bottom: 6px;
background: rgba(255, 255, 255, 0.02);
transition: border-color 0.2s;
}
.memory-item:hover {
border-color: rgba(255, 255, 255, 0.12);
}
.memory-item-header {
display: flex;
align-items: center;
gap: 6px;
margin-bottom: 4px;
}
.memory-item-icon {
font-size: 12px;
}
.memory-item-type {
font-size: 11px;
color: var(--text-secondary, rgba(255, 255, 255, 0.5));
font-weight: 500;
}
.memory-item-importance {
font-size: 8px;
color: var(--accent-cyan, #00f5d4);
letter-spacing: 1px;
margin-left: auto;
}
.memory-item-delete {
background: none;
border: none;
color: var(--text-secondary, rgba(255, 255, 255, 0.3));
cursor: pointer;
font-size: 12px;
padding: 0 4px;
line-height: 1;
transition: color 0.2s;
}
.memory-item-delete:hover {
color: #ff6b6b;
}
.memory-item-content {
font-size: 12px;
color: var(--text-primary, rgba(255, 255, 255, 0.85));
line-height: 1.5;
cursor: default;
}
.memory-item-meta {
display: flex;
align-items: center;
gap: 6px;
margin-top: 4px;
flex-wrap: wrap;
}
.memory-item-tags {
display: flex;
gap: 4px;
flex-wrap: wrap;
}
.memory-tag {
background: rgba(0, 245, 212, 0.08);
color: var(--accent-cyan, #00f5d4);
padding: 0 6px;
border-radius: 4px;
font-size: 10px;
}
.memory-item-time {
font-size: 10px;
color: var(--text-secondary, rgba(255, 255, 255, 0.3));
margin-left: auto;
}
/* 记忆注入状态 */
.memory-status {
text-align: center;
padding: 4px;
font-size: 11px;
color: var(--accent-cyan, #00f5d4);
opacity: 0.7;
}
/* ═══════════════ 工作空间面板 ═══════════════ */
.workspace-panel {
width: 480px;
@@ -3090,4 +2552,320 @@ html, body {
/* ── 主内容区自适应 ── */
/* main-wrap.with-workspace 不再需要 margin-right
/* ═══════════════════════════════════════════════════════════════
记忆管理模态框
═══════════════════════════════════════════════════════════════ */
/* ═══ 记忆管理模态框 ═══ */
#memoryModal .modal {
max-width: 95vw;
width: 1000px;
max-height: 88vh;
}
#memoryModal .modal-body {
padding: 16px 20px;
overflow: hidden;
display: flex;
flex-direction: column;
}
.memory-layout {
display: flex;
gap: 16px;
flex: 1;
min-height: 0;
overflow: hidden;
}
.memory-sidebar {
width: 200px;
flex-shrink: 0;
display: flex;
flex-direction: column;
gap: 8px;
min-height: 0;
overflow: hidden;
padding-right: 16px;
border-right: 1px solid var(--border-subtle);
}
.memory-stats {
padding: 12px;
background: var(--bg-layer);
border-radius: var(--radius-control);
border: 1px solid var(--border-subtle);
font-size: 12px;
}
.memory-stats-item {
display: flex;
justify-content: space-between;
padding: 3px 0;
color: var(--text-secondary);
}
.memory-stats-count {
color: var(--accent);
font-weight: 600;
}
.memory-categories {
display: flex;
flex-direction: column;
gap: 2px;
}
.memory-category-item {
display: flex;
align-items: center;
gap: 8px;
padding: 8px 12px;
border-radius: var(--radius-control);
cursor: pointer;
transition: var(--transition);
font-size: 13px;
color: var(--text-secondary);
border: 1px solid transparent;
}
.memory-category-item:hover {
background: var(--bg-layer);
color: var(--text-primary);
}
.memory-category-item.active {
background: var(--accent-subtle);
color: var(--accent);
border-color: rgba(96, 205, 255, 0.12);
}
.memory-category-icon {
font-size: 14px;
}
.memory-category-count {
margin-left: auto;
font-size: 11px;
color: var(--text-tertiary);
}
.memory-main {
flex: 1;
display: flex;
flex-direction: column;
gap: 10px;
min-width: 0;
min-height: 0;
overflow: hidden;
}
.memory-toolbar {
display: flex;
align-items: center;
gap: 8px;
flex-shrink: 0;
flex-wrap: wrap;
}
.memory-search-wrap {
flex: 1;
position: relative;
}
.memory-search-input-lg {
width: 100%;
padding: 8px 12px;
background: var(--bg-layer);
border: 1px solid var(--border-default);
border-radius: var(--radius-control);
color: var(--text-primary);
font-size: 13px;
font-family: var(--font);
outline: none;
transition: var(--transition);
}
.memory-search-input-lg:focus {
border-color: var(--border-focus);
box-shadow: 0 0 0 1px var(--border-focus);
}
.memory-vector-badge {
font-size: 11px;
padding: 3px 8px;
border-radius: var(--radius-control);
white-space: nowrap;
}
.memory-vector-badge.enabled {
color: var(--success);
background: var(--success-bg);
border: 1px solid rgba(108, 203, 95, 0.15);
}
.memory-vector-badge.disabled {
color: var(--text-tertiary);
background: var(--bg-layer);
border: 1px solid var(--border-subtle);
}
.memory-list-lg {
flex: 1;
overflow-y: auto;
display: flex;
flex-direction: column;
gap: 4px;
min-height: 0;
}
.memory-item-lg {
border: 1px solid var(--border-subtle);
border-radius: var(--radius-control);
padding: 10px 14px;
background: var(--bg-layer);
transition: var(--transition);
}
.memory-item-lg:hover {
border-color: var(--border-strong);
background: var(--bg-layer-alt);
}
.memory-item-lg-header {
display: flex;
align-items: center;
gap: 8px;
margin-bottom: 6px;
}
.memory-item-lg-type {
font-size: 11px;
font-weight: 600;
color: var(--text-secondary);
}
.memory-item-lg-importance {
font-size: 8px;
color: var(--accent);
letter-spacing: 1px;
margin-left: auto;
}
.memory-item-lg-delete {
background: none;
border: none;
color: var(--text-tertiary);
cursor: pointer;
font-size: 14px;
padding: 0 4px;
line-height: 1;
transition: color 0.2s;
}
.memory-item-lg-delete:hover {
color: var(--critical);
}
.memory-item-lg-content {
font-size: 13px;
color: var(--text-primary);
line-height: 1.5;
cursor: default;
}
.memory-item-lg-meta {
display: flex;
align-items: center;
gap: 6px;
margin-top: 6px;
flex-wrap: wrap;
}
.memory-item-lg-tags {
display: flex;
gap: 4px;
flex-wrap: wrap;
}
.memory-tag-lg {
background: rgba(96, 205, 255, 0.08);
color: var(--accent);
padding: 1px 8px;
border-radius: 4px;
font-size: 11px;
}
.memory-item-lg-time {
font-size: 11px;
color: var(--text-tertiary);
margin-left: auto;
}
.memory-empty-lg {
text-align: center;
padding: 40px 20px;
color: var(--text-tertiary);
font-size: 13px;
}
/* 记忆面板 toggle 在模态框 header 内 */
.memory-toggle {
display: flex;
align-items: center;
cursor: pointer;
user-select: none;
}
.memory-toggle input {
display: none;
}
/* btn-danger-outline (记忆用) */
.btn-danger-outline {
background: none;
border: 1px solid rgba(255, 82, 82, 0.3);
color: #ff6b6b;
border-radius: var(--radius-control);
padding: 4px 10px;
cursor: pointer;
font-size: 12px;
font-family: var(--font);
transition: all 0.2s;
}
.btn-danger-outline:hover {
background: rgba(255, 82, 82, 0.1);
border-color: rgba(255, 82, 82, 0.5);
}
/* 记忆注入状态 */
.memory-status {
text-align: center;
padding: 4px;
font-size: 11px;
color: var(--accent);
opacity: 0.7;
}
/* 响应式 */
@media (max-width: 640px) {
.memory-layout {
flex-direction: column;
}
.memory-sidebar {
width: 100%;
max-height: 120px;
border-right: none;
padding-right: 0;
padding-bottom: 10px;
border-bottom: 1px solid var(--border-subtle);
}
.memory-categories {
flex-direction: row;
flex-wrap: wrap;
}
}
工作空间面板已改为 flex 子元素自然占据宽度 */