fix(server): fetch filtered dashboard memories beyond default page (#5753)

server/dashboard/src/app/(root)/dashboard/memories/page.tsx

@@ -27,6 +27,8 @@ import { useApiQuery } from "@/hooks/use-api-query";
 import { Memory } from "@/types/api";
 
 const PAGE_SIZE = 20;
+// Keep in sync with ALL_MEMORIES_LIMIT in server/main.py.
+const MEMORY_FETCH_LIMIT = 1000;
 
 export default function MemoriesPage() {
   const [userId, setUserId] = useState("");
@@ -41,7 +43,9 @@ export default function MemoriesPage() {
     refetch,
   } = useApiQuery<Memory[]>(
     async () => {
-      const params = userId.trim() ? { user_id: userId.trim() } : undefined;
+      const params = userId.trim()
+        ? { user_id: userId.trim(), top_k: MEMORY_FETCH_LIMIT }
+        : { top_k: MEMORY_FETCH_LIMIT };
       const res = await api.get(MEMORY_ENDPOINTS.BASE, { params });
       const raw = res.data?.results ?? res.data ?? [];
       return Array.isArray(raw) ? raw : [];
@@ -96,7 +100,7 @@ export default function MemoriesPage() {
     <div className="space-y-4">
       <h1 className="text-xl font-semibold font-fustat">Memories</h1>
 
-      {memories.length >= 1000 && (
+      {memories.length >= MEMORY_FETCH_LIMIT && (
         <UpgradeBanner
           id="memories-1k"
           message="1,000+ memories stored. Categories can help organize them."