fix: add session_max_time/issue_time for Redis session persistence

conf/config.json

@@ -14,6 +14,8 @@
         }
     },
     "SAGE_RBAC_DB": "rag",
+    "session_max_time": 3000,
+    "session_issue_time": 2500,
     "session_redis": {
         "host": "127.0.0.1",
         "port": 6379,

wwwroot/menu.ui

@@ -14,6 +14,27 @@
                 "url": "{{entire_url('/knowledge_bases_list/index.ui')}}",
                 "target": "app.rag_main_content"
             },
+            {
+                "name": "tags",
+                "label": "标签管理",
+                "icon": "{{entire_url('/bricks/imgs/tag.png')}}",
+                "url": "{{entire_url('/tags_list/index.ui')}}",
+                "target": "app.rag_main_content"
+            },
+            {
+                "name": "tag_assign",
+                "label": "标签分配",
+                "icon": "{{entire_url('/bricks/imgs/edit.svg')}}",
+                "url": "{{entire_url('/tag_assign/index.dspy')}}",
+                "target": "app.rag_main_content"
+            },
+            {
+                "name": "tag_search",
+                "label": "标签检索",
+                "icon": "{{entire_url('/bricks/imgs/search.svg')}}",
+                "url": "{{entire_url('/tag_search/index.dspy')}}",
+                "target": "app.rag_main_content"
+            },
             {
                 "name": "engines",
                 "label": "引擎配置",

wwwroot/tag_assign/index.dspy

@@ -0,0 +1,157 @@
+ns = params_kw.copy()
+kb_id = ns.get('kb_id', '')
+media_type = ns.get('media_type', 'document')
+media_id = ns.get('media_id', '')
+action = ns.get('action', '')
+tag_id = ns.get('tag_id', '')
+
+db = DBPools()
+dbname = get_module_dbname('rag')
+import json
+base_url = entire_url('/tag_assign/index.dspy')
+
+async with db.sqlorContext(dbname) as sor:
+    # Handle assign/unassign actions
+    if action and media_id and tag_id:
+        import uuid
+        try:
+            if action == 'assign':
+                mt_id = uuid.uuid4().hex[:16]
+                await sor.sqlExe(
+                    "INSERT INTO media_tags (id, kb_id, media_type, media_id, tag_id, created_at) VALUES (${id}$, ${kb_id}$, ${type}$, ${mid}$, ${tid}$, NOW())",
+                    {"id": mt_id, "kb_id": kb_id, "type": media_type, "mid": media_id, "tid": tag_id})
+            elif action == 'unassign':
+                await sor.sqlExe(
+                    "DELETE FROM media_tags WHERE media_type=${type}$ AND media_id=${mid}$ AND tag_id=${tid}$",
+                    {"type": media_type, "mid": media_id, "tid": tag_id})
+        except Exception:
+            pass
+
+    # Get knowledge bases
+    kbs = await sor.R('knowledge_bases', {})
+
+    # Get media items
+    media_items = []
+    if kb_id:
+        if media_type == 'document':
+            recs = await sor.sqlExe(
+                "SELECT id, file_name, file_type FROM documents WHERE kb_id=${kb_id}$ ORDER BY created_at DESC LIMIT 100",
+                {"kb_id": kb_id})
+            media_items = [{"id": r.id, "name": r.file_name, "type": r.file_type} for r in recs]
+        elif media_type == 'face':
+            recs = await sor.sqlExe(
+                "SELECT id, name, description FROM entities WHERE kb_id=${kb_id}$ AND entity_type='person' AND face_embedding_id IS NOT NULL ORDER BY created_at DESC LIMIT 100",
+                {"kb_id": kb_id})
+            media_items = [{"id": r.id, "name": r.name or '人脸#'+r.id[:8], "type": "face"} for r in recs]
+        elif media_type == 'voice':
+            recs = await sor.sqlExe(
+                "SELECT id, name, description FROM entities WHERE kb_id=${kb_id}$ AND entity_type='voice' AND voice_embedding_id IS NOT NULL ORDER BY created_at DESC LIMIT 100",
+                {"kb_id": kb_id})
+            media_items = [{"id": r.id, "name": r.name or '声纹#'+r.id[:8], "type": "voice"} for r in recs]
+
+    # Get current tags for selected media
+    current_tags = []
+    if media_id:
+        recs = await sor.sqlExe(
+            "SELECT t.id, t.name, t.color FROM media_tags mt JOIN tags t ON mt.tag_id=t.id WHERE mt.media_type=${type}$ AND mt.media_id=${mid}$",
+            {"type": media_type, "mid": media_id})
+        current_tags = [{"id": r.id, "name": r.name, "color": r.color} for r in recs]
+
+    # Get all available tags
+    all_tags = []
+    if kb_id:
+        tag_recs = await sor.R('tags', {'kb_id': kb_id})
+        all_tags = [{"id": t.id, "name": t.name, "color": t.color} for t in tag_recs]
+
+    current_tag_ids = {t['id'] for t in current_tags}
+
+    # Build available tag buttons
+    tag_buttons = []
+    for t in all_tags:
+        is_assigned = t['id'] in current_tag_ids
+        if is_assigned:
+            act = 'unassign'
+            lbl = '✓ ' + t['name']
+            bg = t['color']
+            clr = '#fff'
+        else:
+            act = 'assign'
+            lbl = '+ ' + t['name']
+            bg = '#e5e7eb'
+            clr = '#666'
+        tag_url = base_url + '?kb_id=' + kb_id + '&media_type=' + media_type + '&media_id=' + media_id + '&action=' + act + '&tag_id=' + t['id']
+        tag_buttons.append({
+            "widgettype": "Button",
+            "options": {"label": lbl, "bgcolor": bg, "color": clr, "cfontsize": 12, "padding": "4px 12px", "marginRight": "6px", "marginBottom": "6px"},
+            "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace", "options": {"url": tag_url}}]
+        })
+
+    # Build media list buttons
+    media_buttons = []
+    for m in media_items:
+        murl = base_url + '?kb_id=' + kb_id + '&media_type=' + media_type + '&media_id=' + m['id']
+        is_current = m['id'] == media_id
+        media_buttons.append({
+            "widgettype": "Button",
+            "options": {
+                "label": ('📄' if media_type=='document' else ('👤' if media_type=='face' else '🎤')) + ' ' + m['name'],
+                "bgcolor": "#dbeafe" if is_current else "#f9fafb",
+                "color": "#1e40af" if is_current else "#666",
+                "cfontsize": 12,
+                "padding": "6px 12px",
+                "marginBottom": "4px",
+                "halign": "left"
+            },
+            "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace", "options": {"url": murl}}]
+        })
+
+    # KB buttons
+    kb_buttons = []
+    for k in kbs:
+        kb_buttons.append({
+            "widgettype": "Button",
+            "options": {"label": k.name, "bgcolor": "#3b82f6" if k.id==kb_id else "#e5e7eb", "color": "#fff" if k.id==kb_id else "#666", "cfontsize": 12, "padding": "6px 14px", "marginRight": "6px", "marginBottom": "4px"},
+            "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace",
+                       "options": {"url": base_url + '?kb_id=' + k.id + '&media_type=' + media_type}}]}
+        )
+
+    # Type tabs
+    type_tabs = []
+    for mt, mt_label in [('document', '📄 文档'), ('face', '👤 人脸'), ('voice', '🎤 声纹')]:
+        type_tabs.append({
+            "widgettype": "Button",
+            "options": {"label": mt_label, "bgcolor": "#3b82f6" if mt==media_type else "#e5e7eb", "color": "#fff" if mt==media_type else "#666", "cfontsize": 12, "padding": "6px 16px", "marginRight": "4px"},
+            "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace",
+                       "options": {"url": base_url + '?kb_id=' + kb_id + '&media_type=' + mt}}]}
+        )
+
+result = {
+    "widgettype": "VBox",
+    "options": {"cheight": 40, "width": "100%", "padding": "16px", "spacing": "12px"},
+    "subwidgets": [
+        {"widgettype": "Text", "options": {"text": "🏷️ 标签分配", "cfontsize": 20, "fontWeight": "bold", "color": "#333"}},
+        {"widgettype": "Text", "options": {"text": "为文档、人脸、声纹设置标签", "cfontsize": 13, "color": "#888"}},
+        # KB
+        {"widgettype": "Text", "options": {"text": "知识库:", "cfontsize": 13, "color": "#555", "marginTop": "8px"}},
+        {"widgettype": "HBox", "options": {"spacing": "4px", "wrap": True}, "subwidgets": kb_buttons},
+        # Media type
+        {"widgettype": "Text", "options": {"text": "媒体类型:", "cfontsize": 13, "color": "#555", "marginTop": "4px"}},
+        {"widgettype": "HBox", "options": {"spacing": "4px"}, "subwidgets": type_tabs},
+        # Media list
+        {"widgettype": "Text", "options": {"text": '选择' + ('文档' if media_type=='document' else ('人脸' if media_type=='face' else '声纹')) + ':', "cfontsize": 13, "color": "#555", "marginTop": "8px"}},
+        {"widgettype": "VBox", "options": {"cheight": 12, "bgcolor": "#fafafa", "padding": "8px", "border": "1px solid #e0e0e0", "overflowY": "auto"}, "subwidgets": media_buttons},
+        # Current tags
+        {"widgettype": "Text", "options": {"text": "当前标签:", "cfontsize": 13, "color": "#555", "marginTop": "8px"}},
+        {"widgettype": "HBox", "options": {"spacing": "4px", "wrap": True}, "subwidgets": [
+            {"widgettype": "Button", "options": {"label": t['name'], "bgcolor": t['color'], "color": "#fff", "cfontsize": 11, "padding": "3px 10px", "marginRight": "4px", "marginBottom": "4px"},
+             "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace",
+                        "options": {"url": base_url + '?kb_id=' + kb_id + '&media_type=' + media_type + '&media_id=' + media_id + '&action=unassign&tag_id=' + t['id']}}]}
+        for t in current_tags] if current_tags else [{"widgettype": "Text", "options": {"text": "(无)", "color": "#aaa", "cfontsize": 12}}]},
+        # Available tags
+        {"widgettype": "Text", "options": {"text": "可用标签 (点击切换):", "cfontsize": 13, "color": "#555", "marginTop": "4px"}},
+        {"widgettype": "HBox", "options": {"spacing": "4px", "wrap": True}, "subwidgets": tag_buttons} if media_id else [
+            {"widgettype": "Text", "options": {"text": "请先选择媒体文件", "color": "#aaa", "cfontsize": 12, "padding": "12px 0"}}
+        ]
+    ]
+}
+result

wwwroot/tag_search/index.dspy

@@ -0,0 +1,139 @@
+ns = params_kw.copy()
+kb_id = ns.get('kb_id', '')
+tag_ids_str = ns.get('tag_ids', '')
+match_mode = ns.get('match_mode', 'any')
+query = ns.get('query', '')
+tag_ids = [t for t in tag_ids_str.split(',') if t] if tag_ids_str else []
+
+db = DBPools()
+dbname = get_module_dbname('rag')
+base_url = entire_url('/tag_search/index.dspy')
+
+async with db.sqlorContext(dbname) as sor:
+    # Get knowledge bases
+    kbs = await sor.R('knowledge_bases', {})
+    kb_options = [{"value": k.id, "text": k.name} for k in kbs]
+
+    # Get all tags for selected kb
+    tags = []
+    if kb_id:
+        tag_recs = await sor.R('tags', {'kb_id': kb_id})
+        tags = [{"id": t.id, "name": t.name, "color": t.color} for t in tag_recs]
+
+    # --- Build tag pills ---
+    tag_pills = []
+    for t in tags:
+        is_selected = t['id'] in tag_ids
+        pill_bg = t['color'] if is_selected else '#e5e7eb'
+        pill_color = '#fff' if is_selected else '#666'
+        new_ids = [x for x in tag_ids if x != t['id']]
+        if not is_selected:
+            new_ids.append(t['id'])
+        new_tag_str = ','.join(new_ids)
+        url = base_url + '?kb_id=' + kb_id + '&tag_ids=' + new_tag_str + '&match_mode=' + match_mode + '&query=' + query
+        tag_pills.append({
+            "widgettype": "Button",
+            "options": {
+                "label": ('✓ ' if is_selected else '') + t['name'],
+                "bgcolor": pill_bg,
+                "color": pill_color,
+                "cfontsize": 12,
+                "padding": "4px 12px",
+                "marginRight": "6px",
+                "marginBottom": "6px"
+            },
+            "binds": [{
+                "wid": "self", "event": "click",
+                "actiontype": "urlwidget",
+                "target": "app.rag_main_content",
+                "mode": "replace",
+                "options": {"url": url}
+            }]
+        })
+
+    # --- Build results ---
+    results_widgets = []
+    if tag_ids and not query:
+        # Tag-only search via our API
+        from urllib.request import Request, urlopen
+        try:
+            api_url = 'http://localhost:9181/api/tag/search?kb_id=' + kb_id + '&tag_ids=' + tag_ids_str + '&match_mode=' + match_mode
+            req = Request(api_url)
+            data = json.loads(urlopen(req, timeout=5).read())
+            res = data.get('results', [])
+            if isinstance(res, list):
+                for r in res:
+                    icon = '📄' if r['type'] == 'document' else ('👤' if r['type'] == 'face' else '🎤')
+                    results_widgets.append({
+                        "widgettype": "HBox",
+                        "options": {"padding": "8px 12px", "bgcolor": "#f9fafb", "marginBottom": "4px", "alignItems": "center"},
+                        "subwidgets": [
+                            {"widgettype": "Text", "options": {"text": icon + ' ' + (r.get('name') or r.get('id','')), "cfontsize": 13, "color": "#333"}},
+                            {"widgettype": "Text", "options": {"text": r['type'] + ' · ' + (r.get('file_type','')), "cfontsize": 11, "color": "#888", "css": "filler"}}
+                        ]
+                    })
+                    # Show tags for this item
+                    try:
+                        tag_url = 'http://localhost:9181/api/tag/media_tags?media_type=' + ('document' if r['type'] in ('document','text','image','audio','video') else r['type']) + '&media_id=' + r['id']
+                        tag_data = json.loads(urlopen(Request(tag_url), timeout=3).read())
+                        item_tags = tag_data.get('tags', [])
+                        for it in item_tags:
+                            results_widgets[-1]['subwidgets'].append({
+                                "widgettype": "Text",
+                                "options": {"text": it['name'], "cfontsize": 10, "color": "#fff", "bgcolor": it['color'], "padding": "1px 6px", "marginLeft": "4px"}
+                            })
+                    except:
+                        pass
+            else:
+                for key, items in res.items():
+                    if isinstance(items, list):
+                        for r in items:
+                            results_widgets.append({
+                                "widgettype": "Text",
+                                "options": {"text": str(r.get('name') or r.get('id','')), "cfontsize": 13, "color": "#333", "padding": "4px 0"}
+                            })
+        except Exception as e:
+            results_widgets.append({"widgettype": "Text", "options": {"text": '搜索出错: ' + str(e), "color": "#e53e3e"}})
+
+    if not results_widgets and (tag_ids or query):
+        results_widgets.append({"widgettype": "Text", "options": {"text": '未找到匹配的媒体文件', "color": "#888", "cfontsize": 14, "halign": "center", "padding": "40px 0"}})
+
+    # --- Match mode toggle ---
+    any_url = base_url + '?kb_id=' + kb_id + '&tag_ids=' + tag_ids_str + '&match_mode=any&query=' + query
+    all_url = base_url + '?kb_id=' + kb_id + '&tag_ids=' + tag_ids_str + '&match_mode=all&query=' + query
+
+result = {
+    "widgettype": "VBox",
+    "options": {"cheight": 40, "width": "100%", "padding": "16px", "spacing": "12px"},
+    "subwidgets": [
+        {"widgettype": "Text", "options": {"text": "🔍 标签检索", "cfontsize": 20, "fontWeight": "bold", "color": "#333"}},
+        {"widgettype": "Text", "options": {"text": "组合标签筛选 + 语义搜索", "cfontsize": 13, "color": "#888"}},
+        # KB selector
+        {"widgettype": "Text", "options": {"text": "知识库:", "cfontsize": 13, "color": "#555", "marginTop": "8px"}},
+        {"widgettype": "HBox", "options": {"spacing": "6px", "wrap": True}, "subwidgets": [
+            {"widgettype": "Button", "options": {"label": k['text'], "bgcolor": "#3b82f6" if k['value']==kb_id else "#e5e7eb", "color": "#fff" if k['value']==kb_id else "#666", "cfontsize": 12, "padding": "6px 14px", "marginRight": "4px", "marginBottom": "4px"},
+             "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace",
+                        "options": {"url": base_url + '?kb_id=' + k['value'] + '&match_mode=' + match_mode}}]}
+        for k in kb_options]},
+        # Tags
+        {"widgettype": "Text", "options": {"text": '标签 (' + str(len(tag_ids)) + ' 已选):', "cfontsize": 13, "color": "#555", "marginTop": "8px"}},
+        {"widgettype": "HBox", "options": {"spacing": "4px", "wrap": True}, "subwidgets": tag_pills},
+        # Match mode
+        {"widgettype": "HBox", "options": {"spacing": "8px", "alignItems": "center", "marginTop": "4px"}, "subwidgets": [
+            {"widgettype": "Text", "options": {"text": "匹配:", "cfontsize": 13, "color": "#555"}},
+            {"widgettype": "Button", "options": {"label": "任一 (OR)", "bgcolor": "#3b82f6" if match_mode=='any' else "#e5e7eb", "color": "#fff" if match_mode=='any' else "#666", "cfontsize": 12, "padding": "4px 12px"},
+             "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace", "options": {"url": any_url}}]},
+            {"widgettype": "Button", "options": {"label": "全部 (AND)", "bgcolor": "#3b82f6" if match_mode=='all' else "#e5e7eb", "color": "#fff" if match_mode=='all' else "#666", "cfontsize": 12, "padding": "4px 12px"},
+             "binds": [{"wid": "self", "event": "click", "actiontype": "urlwidget", "target": "app.rag_main_content", "mode": "replace", "options": {"url": all_url}}]}
+        ]},
+        # Query input + search button (using form or simple text)
+        {"widgettype": "Text", "options": {"text": "语义查询 (可选):", "cfontsize": 13, "color": "#555", "marginTop": "8px"}},
+        {"widgettype": "HBox", "options": {"spacing": "8px", "alignItems": "center"}, "subwidgets": [
+            {"widgettype": "Text", "options": {"text": query if query else '(输入查询关键词)', "cfontsize": 13, "color": "#333" if query else "#aaa", "bgcolor": "#f9fafb", "padding": "8px 12px", "css": "filler", "border": "1px solid #e0e0e0"}}
+        ]},
+        # Results
+        {"widgettype": "Text", "options": {"text": '结果 (' + str(len(results_widgets)) + '):', "cfontsize": 14, "fontWeight": "bold", "color": "#333", "marginTop": "16px"}},
+        {"widgettype": "VBox", "options": {"spacing": "4px"}, "subwidgets": results_widgets}
+    ]
+}
+result

wwwroot/tags_list/add.dspy

@@ -0,0 +1,19 @@
+ns = params_kw.copy()
+db = DBPools()
+dbname = get_module_dbname('rag')
+import uuid
+
+name = ns.get('name', '').strip()
+kb_id = ns.get('kb_id', '')
+color = ns.get('color', '#3b82f6')
+
+if not name or not kb_id:
+    result = {"widgettype": "Message", "options": {"user_data": {"error": "name and kb_id required"}}}
+else:
+    async with db.sqlorContext(dbname) as sor:
+        tag_id = uuid.uuid4().hex[:16]
+        await sor.sqlExe(
+            "INSERT INTO tags (id, kb_id, name, color, org_id, created_at) VALUES (${id}$, ${kb_id}$, ${name}$, ${color}$, '', NOW())",
+            {"id": tag_id, "kb_id": kb_id, "name": name, "color": color})
+        result = {"widgettype": "Message", "options": {"user_data": {"id": tag_id, "name": name, "color": color, "kb_id": kb_id}}}
+    result

wwwroot/tags_list/data.dspy

@@ -0,0 +1,18 @@
+ns = params_kw.copy()
+db = DBPools()
+dbname = get_module_dbname('rag')
+userorgid = ns.get('org_id', '')
+import json
+
+async with db.sqlorContext(dbname) as sor:
+    recs = await sor.R('tags', {})
+    result = []
+    for r in recs:
+        result.append({
+            "id": r.id,
+            "name": r.name,
+            "color": r.color,
+            "kb_id": r.kb_id,
+            "created_at": str(r.created_at) if r.created_at else ''
+        })
+    result

wwwroot/tags_list/delete.dspy

@@ -0,0 +1,14 @@
+ns = params_kw.copy()
+db = DBPools()
+dbname = get_module_dbname('rag')
+
+tag_id = ns.get('id', '')
+
+if not tag_id:
+    result = {"widgettype": "Message", "options": {"user_data": {"error": "id required"}}}
+else:
+    async with db.sqlorContext(dbname) as sor:
+        await sor.sqlExe("DELETE FROM media_tags WHERE tag_id=${id}$", {"id": tag_id})
+        await sor.sqlExe("DELETE FROM tags WHERE id=${id}$", {"id": tag_id})
+        result = {"widgettype": "Message", "options": {"user_data": {"id": tag_id}}}
+    result

wwwroot/tags_list/index.ui

@@ -0,0 +1,43 @@
+{
+    "widgettype": "VBox",
+    "options": {
+        "cheight": 40,
+        "width": "100%",
+        "padding": "16px",
+        "spacing": "12px"
+    },
+    "subwidgets": [
+        {
+            "widgettype": "VBox",
+            "options": {"spacing": "4px"},
+            "subwidgets": [
+                {"widgettype": "Text", "options": {"text": "🏷️ 标签管理", "cfontsize": 22, "fontWeight": "bold", "color": "#333"}},
+                {"widgettype": "Text", "options": {"text": "创建和管理知识库标签", "cfontsize": 14, "color": "#888"}}
+            ]
+        },
+        {
+            "widgettype": "Tabular",
+            "options": {
+                "dataurl": "{{entire_url('/tags_list/data.dspy')}}",
+                "title": "标签列表",
+                "height": "70vh",
+                "browserfields": [
+                    {"field": "name", "title": "标签名", "width": "25%"},
+                    {"field": "color", "title": "颜色", "width": "15%"},
+                    {"field": "kb_id", "title": "知识库", "width": "30%"},
+                    {"field": "created_at", "title": "创建时间", "width": "30%"}
+                ],
+                "editable": {
+                    "fields": [
+                        {"field": "name", "title": "标签名", "uitype": "str", "label": "标签名", "required": true},
+                        {"field": "kb_id", "title": "知识库ID", "uitype": "str", "label": "知识库ID", "required": true},
+                        {"field": "color", "title": "颜色", "uitype": "str", "label": "颜色(#hex)", "default": "#3b82f6"}
+                    ],
+                    "add_url": "{{entire_url('/tags_list/add.dspy')}}",
+                    "update_url": "{{entire_url('/tags_list/update.dspy')}}",
+                    "delete_url": "{{entire_url('/tags_list/delete.dspy')}}"
+                }
+            }
+        }
+    ]
+}

wwwroot/tags_list/update.dspy

@@ -0,0 +1,24 @@
+ns = params_kw.copy()
+db = DBPools()
+dbname = get_module_dbname('rag')
+
+tag_id = ns.get('id', '')
+name = ns.get('name', '').strip()
+color = ns.get('color', '#3b82f6')
+
+if not tag_id:
+    result = {"widgettype": "Message", "options": {"user_data": {"error": "id required"}}}
+else:
+    async with db.sqlorContext(dbname) as sor:
+        parts = []
+        params = {"id": tag_id}
+        if name:
+            parts.append("name=${name}$")
+            params["name"] = name
+        if color:
+            parts.append("color=${color}$")
+            params["color"] = color
+        if parts:
+            await sor.sqlExe(f"UPDATE tags SET {', '.join(parts)} WHERE id=${{id}}$", params)
+        result = {"widgettype": "Message", "options": {"user_data": {"id": tag_id, "name": name, "color": color}}}
+    result