Merge branch 'develop' of https://github.com/ModelEngine-Group/nexent into develop_storage_factory

Author: Zhi-a

backend/utils/document_vector_utils.py

@@ -595,8 +595,10 @@ def summarize_document(document_content: str, filename: str, language: str = LAN
                 {"role": MESSAGE_ROLE["USER"], "content": user_prompt}
             ]
 
-            # Call LLM
-            response = llm(messages, max_tokens=max_words * 2)  # Allow more tokens for generation
+            # Call LLM, allow more tokens for generation
+            response = llm(messages, max_tokens=max_words * 2)
+            if not response or not response.content:
+                return ""
             return response.content.strip()
         else:
             # Fallback to placeholder if no model configuration
@@ -675,6 +677,8 @@ def summarize_cluster(document_summaries: List[str], language: str = LANGUAGE["Z
 
             # Call LLM
             response = llm(messages, max_tokens=max_words * 2)  # Allow more tokens for generation
+            if not response or not response.content:
+                return ""
             return response.content.strip()
         else:
             # Fallback to placeholder if no model configuration

doc/docs/zh/opensource-memorial-wall.md

@@ -16,6 +16,10 @@
 请保持消息的礼貌和尊重，符合我们的行为准则。
 -->
 
+::: info lzysleep - 2025-11-7
+非常不错的项目，很适合快速上手搭建自己的Agent，赞赞赞！
+:::
+
 ::: info fishcat - 2025-10-31
 很好的项目，希望蒸蒸日上
 :::
@@ -131,6 +135,7 @@ Nexent的自然语言生成Agent以及多智能体协同是我一直在研究的
 ::: info lyc0502 - 2025-09-29
 很好的项目 希望可以借此机会学到很多技术
 :::
+
 ::: info JSH - 2025-09-30
 从ICT认识Nexent，希望可以从开源中学到更多
 :::
@@ -216,12 +221,44 @@ Nexent功能如此之强大，给我很多帮助，感谢开发者！厉害
 
 ::: info niceman - 2025-10-29
 感谢 Nexent 让我踏上了开源之旅!希望能参加ict大赛长长见识。项目不错，给个star~ 
+:::
 
 ::：info XxHosxX - 2025-11-5
 希望参与ICT大赛以及Nexent平台提升自己的能力:)
+:::
 
 ::: tip Zwer1 - 2025-11-04
 感谢 Nexent 让我踏上了开源之旅！平台开发智能体的能力十分强大，希望能够学习到更多东西！
 :::
 
+::: tip Zwer1 - 2025-11-04
+想参加ICT创新赛
+:::
+
+::: tip Jackie - 2025-11-07
+期待能使用Nexent成为智能体开发大佬
+:::
+
+::: info xiaochenIpter - 2025-11-08
+希望能参加ict大赛可以学习到更多知识,感谢 Nexent 让我踏上了开源之旅！平台开发智能体的能力十分强大，希望能够学习到更多东西！
+:::
+
+::: info user - 2025-11-08
 "🎉 很高兴加入Nexent社区！作为新贡献者，我期待在代码优化、文档完善或测试反馈中尽一份力。#NexentCommunity 让我们一起构建更棒的项目！🚀"
+:::
+
+::: pxqn-xing - 2025-11-08
+感谢Nexent让我参与ICT大赛以提升自己的能力
+:::
+
+:::  QIYAN - 2025-11-09
+体验华为AI技术的一天
+:::
+
+::: tip qiyan111 - 2025-11-10
+想试下华为的智能体
+:::
+
+::：info XxHosxX - 2025-11-10
+自动创建agent的功能挺创新的，试过其他很多平台基本上都是只能通过一句描述语言优化提示词，很少有可以通过一句描述语言直接生成agent的功能，赞！
+:::

frontend/app/[locale]/chat/components/chatHeader.tsx

@@ -50,8 +50,8 @@ export function ChatHeader({ title, onRename }: ChatHeaderProps) {
   const inputRef = useRef<HTMLInputElement>(null);
   const { t } = useTranslation("common");
   const { currentLanguage, handleLanguageChange } = useLanguageSwitch();
-  const { user } = useAuth();
-  const isAdmin = user?.role === USER_ROLES.ADMIN;
+  const { user, isSpeedMode } = useAuth();
+  const isAdmin = isSpeedMode || user?.role === USER_ROLES.ADMIN;
 
   const goToModelSetup = () => {
     router.push(`/${currentLanguage}/setup/models`);

frontend/app/[locale]/chat/internal/chatInterface.tsx

@@ -2,7 +2,7 @@
 
 import type React from "react";
 
-import { useState, useRef, useEffect } from "react";
+import { useState, useRef, useEffect, useCallback } from "react";
 import { useRouter } from "next/navigation";
 import { v4 as uuidv4 } from "uuid";
 import { useTranslation } from "react-i18next";
@@ -61,7 +61,7 @@ const getI18nKeyByType = (type: string): string => {
 
 export function ChatInterface() {
   const router = useRouter();
-  const { user } = useAuth(); // Get user information
+  const { user, isSpeedMode } = useAuth(); // Get user information
   const [input, setInput] = useState("");
   // Replace the original messages state
   const [sessionMessages, setSessionMessages] = useState<{
@@ -208,6 +208,45 @@ export function ChatInterface() {
     setShowRightPanel(false);
   }, [conversationManagement.conversationId]);
 
+  // Helper function to clear completed conversation indicator
+  const clearCompletedIndicator = useCallback(() => {
+    if (
+      conversationManagement.conversationId &&
+      conversationManagement.conversationId !== -1
+    ) {
+      setCompletedConversations((prev) => {
+        // Use functional update to avoid dependency on completedConversations
+        if (prev.has(conversationManagement.conversationId)) {
+          const newSet = new Set(prev);
+          newSet.delete(conversationManagement.conversationId);
+          return newSet;
+        }
+        return prev;
+      });
+    }
+  }, [conversationManagement.conversationId]);
+
+  // Add useEffect to clear completed conversation indicator when user is viewing the current conversation
+  useEffect(() => {
+    // If current conversation is in completedConversations, clear it when user is viewing it
+    clearCompletedIndicator();
+  }, [conversationManagement.conversationId, clearCompletedIndicator]);
+
+  // Add click event listener to clear completed conversation indicator when user clicks anywhere on the page
+  useEffect(() => {
+    const handlePageClick = (e: MouseEvent) => {
+      // Clear completed indicator when user clicks anywhere on the page
+      clearCompletedIndicator();
+    };
+
+    // Add click event listener to the document
+    document.addEventListener('click', handlePageClick, true);
+
+    return () => {
+      document.removeEventListener('click', handlePageClick, true);
+    };
+  }, [clearCompletedIndicator]);
+
 
   // Clear all timers and requests when component unmounts
   useEffect(() => {
@@ -1539,8 +1578,8 @@ export function ChatInterface() {
     // Both admin and regular users now use dropdown menus
   };
 
-  // Settings menu items based on user role
-  const settingsMenuItems = user?.role === "admin" ? [
+  // Settings menu items based on user role (speed mode is treated as admin)
+  const settingsMenuItems = (isSpeedMode || user?.role === "admin") ? [
     // Admin has three options
     {
       key: "models",
@@ -1635,6 +1674,8 @@ export function ChatInterface() {
                 shouldScrollToBottom={shouldScrollToBottom}
                 selectedAgentId={selectedAgentId}
                 onAgentSelect={setSelectedAgentId}
+                onCitationHover={clearCompletedIndicator}
+                onScroll={clearCompletedIndicator}
               />
             </div>
 

frontend/app/[locale]/chat/internal/memory/memoryManageModal.tsx

@@ -45,10 +45,10 @@ const MemoryManageModal: React.FC<MemoryManageModalProps> = ({
   userRole,
 }) => {
   // Get user role from authentication context
-  const { user } = useAuth();
+  const { user, isSpeedMode } = useAuth();
   const { message } = App.useApp();
   const role: (typeof USER_ROLES)[keyof typeof USER_ROLES] = (userRole ??
-    (user?.role === USER_ROLES.ADMIN ? USER_ROLES.ADMIN : USER_ROLES.USER)) as (typeof USER_ROLES)[keyof typeof USER_ROLES];
+    (isSpeedMode || user?.role === USER_ROLES.ADMIN ? USER_ROLES.ADMIN : USER_ROLES.USER)) as (typeof USER_ROLES)[keyof typeof USER_ROLES];
 
   // Get user role from other hooks / context
   const currentUserId = "user1";

frontend/app/[locale]/chat/streaming/chatStreamFinalMessage.tsx

@@ -32,6 +32,7 @@ interface FinalMessageProps {
   hideButtons?: boolean;
   index?: number;
   currentConversationId?: number;
+  onCitationHover?: () => void;
 }
 
 // TTS playback status
@@ -48,6 +49,7 @@ export function ChatStreamFinalMessage({
   hideButtons = false,
   index,
   currentConversationId,
+  onCitationHover,
 }: FinalMessageProps) {
   const { t } = useTranslation("common");
 
@@ -269,6 +271,7 @@ export function ChatStreamFinalMessage({
               <MarkdownRenderer
                 content={message.finalAnswer || message.content || ""}
                 searchResults={message?.searchResults}
+                onCitationHover={onCitationHover}
               />
 
               {/* Button group - only show when hideButtons is false and message is complete */}
@@ -287,6 +290,11 @@ export function ChatStreamFinalMessage({
                             isSelected ? "bg-gray-100" : ""
                           }`}
                           onClick={handleMessageSelect}
+                          onMouseEnter={() => {
+                            if (onCitationHover) {
+                              onCitationHover();
+                            }
+                          }}
                         >
                           <span>
                             {searchResultsCount > 0 &&

frontend/app/[locale]/chat/streaming/chatStreamMain.tsx

@@ -37,6 +37,8 @@ export function ChatStreamMain({
   shouldScrollToBottom,
   selectedAgentId,
   onAgentSelect,
+  onCitationHover,
+  onScroll,
 }: ChatStreamMainProps) {
   const { t } = useTranslation();
   // Animation variants for ChatInput
@@ -325,6 +327,11 @@ export function ChatStreamMain({
           setAutoScroll(false);
         }
       }
+
+      // Clear completed conversation indicator when scrolling
+      if (onScroll) {
+        onScroll();
+      }
     };
 
     // Add scroll event listener
@@ -336,7 +343,7 @@ export function ChatStreamMain({
     return () => {
       scrollAreaElement.removeEventListener("scroll", handleScroll);
     };
-  }, [shouldScrollToBottom]);
+  }, [shouldScrollToBottom, onScroll]);
 
   // Scroll to bottom function
   const scrollToBottom = (smooth = false) => {
@@ -544,6 +551,7 @@ export function ChatStreamMain({
                     onOpinionChange={onOpinionChange}
                     index={index}
                     currentConversationId={currentConversationId}
+                    onCitationHover={onCitationHover}
                   />
                   {message.role === "user" &&
                     processedMessages.conversationGroups.has(message.id!) && (

frontend/app/[locale]/page.tsx

@@ -77,7 +77,7 @@ export default function Home() {
 
     // Handle operations that require login
     const handleAuthRequired = (e: React.MouseEvent) => {
-      if (!user) {
+      if (!isSpeedMode && !user) {
         e.preventDefault();
         setLoginPromptOpen(true);
       }
@@ -102,7 +102,7 @@ export default function Home() {
 
     // Handle operations that require admin privileges
     const handleAdminRequired = (e: React.MouseEvent) => {
-      if (user?.role !== "admin") {
+      if (!isSpeedMode && user?.role !== "admin") {
         e.preventDefault();
         setAdminRequiredPromptOpen(true);
       }
@@ -244,15 +244,15 @@ export default function Home() {
               transition={{ duration: 0.8, delay: 0.4 }}
               className="flex flex-col sm:flex-row gap-4"
             >
-              <Link href={user ? "/chat" : "#"} onClick={handleAuthRequired}>
+              <Link href={isSpeedMode || user ? "/chat" : "#"} onClick={handleAuthRequired}>
                 <Button className="bg-blue-600 hover:bg-blue-700 text-white px-8 py-6 rounded-full text-lg font-medium shadow-lg hover:shadow-xl transition-all duration-300 group">
                   <Bot className="mr-2 h-5 w-5 group-hover:animate-pulse" />
                   {t("page.startChat")}
                 </Button>
               </Link>
 
               <Link
-                href={user?.role === "admin" ? "/setup" : "#"}
+                href={isSpeedMode || user?.role === "admin" ? "/setup" : "#"}
                 onClick={handleAdminRequired}
               >
                 <Button className="bg-blue-600 hover:bg-blue-700 text-white px-8 py-6 rounded-full text-lg font-medium shadow-lg hover:shadow-xl transition-all duration-300 group">