diff --git a/studio/frontend/src/components/assistant-ui/markdown-text.tsx b/studio/frontend/src/components/assistant-ui/markdown-text.tsx
index 5e84b9175e..f67388f340 100644
--- a/studio/frontend/src/components/assistant-ui/markdown-text.tsx
+++ b/studio/frontend/src/components/assistant-ui/markdown-text.tsx
@@ -373,18 +373,19 @@ function StreamdownBlock(props: BlockProps) {
   if (codeFence) {
     const svgSource = !props.isIncomplete && isSvgFence(codeFence) ? sanitizeSvg(codeFence.source) : null;
     const htmlSource = !props.isIncomplete && isHtmlFence(codeFence) ? codeFence.source : null;
+
     return (
       <>
-        <div className="relative isolate">
-          <Block {...props} />
-          <CodeBlockActions
-            disabled={props.isIncomplete}
-            language={codeFence.language}
-            source={codeFence.source}
-          />
-        </div>
-        {svgSource && <SvgPreview source={svgSource} />}
-        {htmlSource && <HtmlPreview source={htmlSource} />}
+      <div className="relative isolate">
+        <Block {...props} />
+        <CodeBlockActions
+          disabled={props.isIncomplete}
+          language={codeFence.language}
+          source={codeFence.source}
+        />
+      </div>
+      {svgSource && <SvgPreview source={svgSource} />}
+      {htmlSource && <HtmlPreview source={htmlSource} />}
       </>
     );
   }
diff --git a/studio/frontend/src/components/assistant-ui/thread.tsx b/studio/frontend/src/components/assistant-ui/thread.tsx
index d688822815..def4a3d373 100644
--- a/studio/frontend/src/components/assistant-ui/thread.tsx
+++ b/studio/frontend/src/components/assistant-ui/thread.tsx
@@ -56,9 +56,12 @@ import {
   RefreshCwIcon,
   SquareIcon,
   TerminalIcon,
+  ThumbsDownIcon,
+  ThumbsUpIcon,
   XIcon,
 } from "lucide-react";
 import { type FC, useCallback, useEffect, useRef, useState } from "react";
+import { db } from "@/features/chat/db";
 import { useChatRuntimeStore } from "@/features/chat/stores/chat-runtime-store";
 
 export const Thread: FC<{ hideComposer?: boolean; hideWelcome?: boolean }> = ({
@@ -615,6 +618,81 @@ const CopyButton: FC = () => {
   );
 };
 
+const FeedbackButtons: FC = () => {
+  const messageId = useAuiState(({ message }) => message.id);
+  const [feedback, setFeedback] = useState<"thumbs_up" | "thumbs_down" | null>(
+    null,
+  );
+
+  // Load existing feedback from DB
+  useEffect(() => {
+    if (!messageId) return;
+    setFeedback(null);
+    let cancelled = false;
+    void db.messages.get(messageId).then((msg) => {
+      if (!cancelled && msg?.feedback) setFeedback(msg.feedback);
+    });
+    return () => { cancelled = true; };
+  }, [messageId]);
+
+  const handleFeedback = useCallback(
+    (value: "thumbs_up" | "thumbs_down") => {
+      setFeedback((prev) => {
+        const next = prev === value ? null : value;
+        if (messageId) {
+          if (next) {
+            void db.messages
+              .update(messageId, { feedback: next })
+              .catch((err) => console.error("Failed to save feedback:", err));
+          } else {
+            // Dexie ignores undefined values in update(), so use modify+delete
+            void db.messages
+              .where("id")
+              .equals(messageId)
+              .modify((msg) => { delete msg.feedback; })
+              .catch((err) => console.error("Failed to clear feedback:", err));
+          }
+        }
+        return next;
+      });
+    },
+    [messageId],
+  );
+
+  return (
+    <>
+      <TooltipIconButton
+        tooltip="Good response"
+        onClick={() => handleFeedback("thumbs_up")}
+        className={cn(
+          feedback === "thumbs_up" && "text-green-600 dark:text-green-400",
+        )}
+      >
+        <ThumbsUpIcon
+          className={cn(
+            "size-4",
+            feedback === "thumbs_up" && "fill-current",
+          )}
+        />
+      </TooltipIconButton>
+      <TooltipIconButton
+        tooltip="Bad response"
+        onClick={() => handleFeedback("thumbs_down")}
+        className={cn(
+          feedback === "thumbs_down" && "text-red-600 dark:text-red-400",
+        )}
+      >
+        <ThumbsDownIcon
+          className={cn(
+            "size-4",
+            feedback === "thumbs_down" && "fill-current",
+          )}
+        />
+      </TooltipIconButton>
+    </>
+  );
+};
+
 const AssistantActionBar: FC = () => {
   return (
     <ActionBarPrimitive.Root
@@ -624,6 +702,7 @@ const AssistantActionBar: FC = () => {
       className="aui-assistant-action-bar-root col-start-3 row-start-2 -ml-1 flex gap-1 text-muted-foreground data-floating:absolute data-floating:rounded-md data-floating:border data-floating:bg-background data-floating:p-1 data-floating:shadow-sm"
     >
       <CopyButton />
+      <FeedbackButtons />
       <ActionBarPrimitive.Reload asChild={true}>
         <TooltipIconButton tooltip="Refresh">
           <RefreshCwIcon />
diff --git a/studio/frontend/src/features/chat/api/chat-adapter.ts b/studio/frontend/src/features/chat/api/chat-adapter.ts
index 2b8a259930..6dd0bec6df 100644
--- a/studio/frontend/src/features/chat/api/chat-adapter.ts
+++ b/studio/frontend/src/features/chat/api/chat-adapter.ts
@@ -454,12 +454,31 @@ export function createOpenAIStreamAdapter(): ChatModelAdapter {
           Boolean(message),
         );
 
-      const safeSystemPrompt =
-        typeof params.systemPrompt === "string" ? params.systemPrompt : "";
-      if (safeSystemPrompt.trim()) {
+      // Build system prompt with memory injection
+      let systemContent =
+        typeof params.systemPrompt === "string" ? params.systemPrompt.trim() : "";
+      try {
+        const allMemories = await db.memory.orderBy("createdAt").toArray();
+        const enabledMemories = allMemories.filter(
+          (m: { enabled: boolean }) => m.enabled,
+        );
+        if (enabledMemories.length > 0) {
+          const memoryBlock =
+            "[Memory]\n" +
+            enabledMemories
+              .map((m: { content: string }) => `- ${m.content}`)
+              .join("\n");
+          systemContent = systemContent
+            ? `${memoryBlock}\n\n${systemContent}`
+            : memoryBlock;
+        }
+      } catch (err) {
+        console.warn("Memory injection skipped:", err);
+      }
+      if (systemContent) {
         outboundMessages.unshift({
           role: "system",
-          content: safeSystemPrompt.trim(),
+          content: systemContent,
         });
       }
       const imageBase64 = findLatestUserImageBase64(messages);
diff --git a/studio/frontend/src/features/chat/chat-page.tsx b/studio/frontend/src/features/chat/chat-page.tsx
index 07b52ebc30..2e610139e6 100644
--- a/studio/frontend/src/features/chat/chat-page.tsx
+++ b/studio/frontend/src/features/chat/chat-page.tsx
@@ -8,6 +8,15 @@ import {
 } from "@/components/assistant-ui/model-selector";
 import { Thread } from "@/components/assistant-ui/thread";
 import { Button } from "@/components/ui/button";
+import {
+  Command,
+  CommandDialog,
+  CommandEmpty,
+  CommandGroup,
+  CommandInput,
+  CommandItem,
+  CommandList,
+} from "@/components/ui/command";
 import { SidebarProvider, SidebarTrigger, useSidebar } from "@/components/ui/sidebar";
 import {
   Sheet,
@@ -17,6 +26,7 @@ import {
   SheetTitle,
 } from "@/components/ui/sheet";
 import { Tooltip, TooltipContent, TooltipTrigger } from "@/components/ui/tooltip";
+import { copyToClipboard } from "@/lib/copy-to-clipboard";
 import { cn } from "@/lib/utils";
 import {
   ColumnInsertIcon,
@@ -24,6 +34,13 @@ import {
   Settings04Icon,
 } from "@hugeicons/core-free-icons";
 import { HugeiconsIcon } from "@hugeicons/react";
+import {
+  BookOpenIcon,
+  BrainIcon,
+  ColumnsIcon,
+  PencilIcon,
+  SettingsIcon,
+} from "lucide-react";
 import {
   type CSSProperties,
   type ReactElement,
@@ -36,6 +53,7 @@ import {
   useState,
 } from "react";
 import { toast } from "sonner";
+import { PromptLibrarySheet } from "./components/prompt-library-sheet";
 import { GuidedTour, useGuidedTourController } from "@/features/tour";
 import { listLocalModels } from "./api/chat-api";
 import { ChatSettingsPanel } from "./chat-settings-sheet";
@@ -422,6 +440,8 @@ export function ChatPage(): ReactElement {
   const [viewBeforeCompare, setViewBeforeCompare] = useState<ChatView | null>(
     null,
   );
+  const [commandPaletteOpen, setCommandPaletteOpen] = useState(false);
+  const [promptLibraryOpen, setPromptLibraryOpen] = useState(false);
   const inferenceParams = useChatRuntimeStore((state) => state.params);
   const setInferenceParams = useChatRuntimeStore((state) => state.setParams);
   const activeGgufVariant = useChatRuntimeStore((state) => state.activeGgufVariant);
@@ -710,9 +730,67 @@ export function ChatPage(): ReactElement {
     return () => window.clearTimeout(timeoutId);
   }, [modelSelectorLocked, tour.open]);
 
+  // Global keyboard shortcut: Cmd/Ctrl+K for command palette
+  useEffect(() => {
+    function handleKeyDown(e: KeyboardEvent) {
+      const mod = e.metaKey || e.ctrlKey;
+      if (mod && e.key === "k") {
+        e.preventDefault();
+        setCommandPaletteOpen((o) => !o);
+      }
+    }
+    document.addEventListener("keydown", handleKeyDown);
+    return () => document.removeEventListener("keydown", handleKeyDown);
+  }, []);
+
   return (
     <div className="h-[calc(100dvh-4rem)] bg-background overflow-hidden">
       <GuidedTour {...tour.tourProps} />
+      <PromptLibrarySheet
+        open={promptLibraryOpen}
+        onOpenChange={setPromptLibraryOpen}
+        onInsertPrompt={(content) => {
+          if (copyToClipboard(content)) {
+            toast.success("Prompt copied to clipboard");
+          } else {
+            toast.error("Failed to copy prompt");
+          }
+        }}
+      />
+      <CommandDialog open={commandPaletteOpen} onOpenChange={setCommandPaletteOpen}>
+        <Command>
+          <CommandInput placeholder="Type a command..." />
+          <CommandList>
+            <CommandEmpty>No results found.</CommandEmpty>
+            <CommandGroup heading="Navigation">
+              <CommandItem onSelect={() => { handleNewThread(); setCommandPaletteOpen(false); }}>
+                <PencilIcon className="mr-2 size-4" />
+                New Chat
+              </CommandItem>
+              {canCompare && (
+                <CommandItem onSelect={() => { handleNewCompare(); setCommandPaletteOpen(false); }}>
+                  <ColumnsIcon className="mr-2 size-4" />
+                  Compare Mode
+                </CommandItem>
+              )}
+              <CommandItem onSelect={() => { setSettingsOpen(true); setCommandPaletteOpen(false); }}>
+                <SettingsIcon className="mr-2 size-4" />
+                Settings
+              </CommandItem>
+            </CommandGroup>
+            <CommandGroup heading="Actions">
+              <CommandItem onSelect={() => { setPromptLibraryOpen(true); setCommandPaletteOpen(false); }}>
+                <BookOpenIcon className="mr-2 size-4" />
+                Prompt Library
+              </CommandItem>
+              <CommandItem onSelect={() => { handleEject(); setCommandPaletteOpen(false); }}>
+                <BrainIcon className="mr-2 size-4" />
+                Eject Model
+              </CommandItem>
+            </CommandGroup>
+          </CommandList>
+        </Command>
+      </CommandDialog>
       <SidebarProvider
         defaultOpen={true}
         open={sidebarOpen}
@@ -802,15 +880,17 @@ export function ChatPage(): ReactElement {
             </button>
           </div>
 
-          {view.mode === "single" ? (
-            <SingleContent
-              key={view.threadId ?? view.newThreadNonce ?? "new"}
-              threadId={view.threadId}
-              newThreadNonce={view.newThreadNonce}
-            />
-          ) : (
-            <CompareContent key={view.pairId} pairId={view.pairId} models={models} loraModels={loraModels} />
-          )}
+          <div className="min-h-0 flex-1">
+            {view.mode === "single" ? (
+              <SingleContent
+                key={view.threadId ?? view.newThreadNonce ?? "new"}
+                threadId={view.threadId}
+                newThreadNonce={view.newThreadNonce}
+              />
+            ) : (
+              <CompareContent key={view.pairId} pairId={view.pairId} models={models} loraModels={loraModels} />
+            )}
+          </div>
         </div>
 
         <ChatSettingsPanel
diff --git a/studio/frontend/src/features/chat/chat-settings-sheet.tsx b/studio/frontend/src/features/chat/chat-settings-sheet.tsx
index 3f3557b34f..a0089392b6 100644
--- a/studio/frontend/src/features/chat/chat-settings-sheet.tsx
+++ b/studio/frontend/src/features/chat/chat-settings-sheet.tsx
@@ -49,6 +49,7 @@ import {
 } from "./types/runtime";
 import { useChatRuntimeStore } from "./stores/chat-runtime-store";
 import { Switch } from "@/components/ui/switch";
+import { MemoryPanel } from "./components/memory-panel";
 
 export const defaultInferenceParams = DEFAULT_INFERENCE_PARAMS;
 export type { InferenceParams } from "./types/runtime";
@@ -688,6 +689,10 @@ export function ChatSettingsPanel({
             </div>
           </CollapsibleSection>
 
+          <CollapsibleSection icon={UserSettings01Icon} label="Memory" defaultOpen={false}>
+            <MemoryPanel />
+          </CollapsibleSection>
+
           <ChatTemplateSection onReloadModel={onReloadModel} />
         </div>
         <Dialog
diff --git a/studio/frontend/src/features/chat/components/memory-panel.tsx b/studio/frontend/src/features/chat/components/memory-panel.tsx
new file mode 100644
index 0000000000..40616976ac
--- /dev/null
+++ b/studio/frontend/src/features/chat/components/memory-panel.tsx
@@ -0,0 +1,175 @@
+// SPDX-License-Identifier: AGPL-3.0-only
+// Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
+
+import { Button } from "@/components/ui/button";
+import { Switch } from "@/components/ui/switch";
+import { Textarea } from "@/components/ui/textarea";
+import { PlusIcon, Trash2Icon, PencilIcon, CheckIcon, XIcon } from "lucide-react";
+import { type FC, useCallback, useState } from "react";
+import { db, useLiveQuery } from "../db";
+import type { MemoryRecord } from "../types";
+
+const MAX_MEMORIES = 20;
+
+export const MemoryPanel: FC = () => {
+  const memories = useLiveQuery(
+    () => db.memory.orderBy("createdAt").toArray(),
+    [],
+  );
+  const [adding, setAdding] = useState(false);
+  const [newContent, setNewContent] = useState("");
+  const [editingId, setEditingId] = useState<string | null>(null);
+  const [editContent, setEditContent] = useState("");
+
+  const estimatedTokens = (memories ?? [])
+    .filter((m) => m.enabled)
+    .reduce((sum, m) => sum + Math.ceil(m.content.length / 4), 0);
+
+  const handleAdd = useCallback(async () => {
+    if (!newContent.trim()) return;
+    await db.memory.add({
+      id: crypto.randomUUID(),
+      content: newContent.trim(),
+      enabled: true,
+      createdAt: Date.now(),
+      updatedAt: Date.now(),
+    });
+    setNewContent("");
+    setAdding(false);
+  }, [newContent]);
+
+  const handleToggle = useCallback(async (id: string, enabled: boolean) => {
+    await db.memory.update(id, { enabled, updatedAt: Date.now() });
+  }, []);
+
+  const handleDelete = useCallback(async (id: string) => {
+    await db.memory.delete(id);
+  }, []);
+
+  const handleStartEdit = useCallback((m: MemoryRecord) => {
+    setEditingId(m.id);
+    setEditContent(m.content);
+  }, []);
+
+  const handleSaveEdit = useCallback(async () => {
+    if (!editingId || !editContent.trim()) return;
+    await db.memory.update(editingId, {
+      content: editContent.trim(),
+      updatedAt: Date.now(),
+    });
+    setEditingId(null);
+    setEditContent("");
+  }, [editingId, editContent]);
+
+  const items = memories ?? [];
+
+  return (
+    <div className="space-y-3">
+      <div className="flex items-center justify-between">
+        <p className="text-xs text-muted-foreground">
+          Persistent context injected into every conversation.
+        </p>
+        {estimatedTokens > 0 && (
+          <span
+            className={`text-xs tabular-nums ${estimatedTokens > 512 ? "text-amber-500" : "text-muted-foreground"}`}
+          >
+            ~{estimatedTokens} tokens
+          </span>
+        )}
+      </div>
+      <div className="space-y-2">
+        {items.map((m) => (
+          <div
+            key={m.id}
+            className="flex items-start gap-2 rounded-md border p-2"
+          >
+            <Switch
+              checked={m.enabled}
+              onCheckedChange={(v) => handleToggle(m.id, v)}
+              className="mt-0.5 scale-75"
+            />
+            <div className="min-w-0 flex-1">
+              {editingId === m.id ? (
+                <div className="space-y-1">
+                  <Textarea
+                    value={editContent}
+                    onChange={(e) => setEditContent(e.target.value)}
+                    className="min-h-[3rem] text-xs"
+                    rows={2}
+                  />
+                  <div className="flex gap-1">
+                    <Button size="sm" variant="ghost" className="h-6 px-2" onClick={handleSaveEdit}>
+                      <CheckIcon className="size-3" />
+                    </Button>
+                    <Button size="sm" variant="ghost" className="h-6 px-2" onClick={() => setEditingId(null)}>
+                      <XIcon className="size-3" />
+                    </Button>
+                  </div>
+                </div>
+              ) : (
+                <p className="text-xs leading-relaxed">{m.content}</p>
+              )}
+            </div>
+            {editingId !== m.id && (
+              <div className="flex shrink-0 gap-0.5">
+                <button
+                  type="button"
+                  onClick={() => handleStartEdit(m)}
+                  className="p-1 text-muted-foreground hover:text-foreground"
+                >
+                  <PencilIcon className="size-3" />
+                </button>
+                <button
+                  type="button"
+                  onClick={() => handleDelete(m.id)}
+                  className="p-1 text-muted-foreground hover:text-destructive"
+                >
+                  <Trash2Icon className="size-3" />
+                </button>
+              </div>
+            )}
+          </div>
+        ))}
+      </div>
+
+      {adding ? (
+        <div className="space-y-2">
+          <Textarea
+            value={newContent}
+            onChange={(e) => setNewContent(e.target.value)}
+            placeholder="e.g., I train on medical data, My GPU is A100 40GB..."
+            className="min-h-[3rem] text-xs"
+            rows={2}
+            autoFocus
+          />
+          <div className="flex gap-2">
+            <Button size="sm" onClick={handleAdd} disabled={!newContent.trim()}>
+              Save
+            </Button>
+            <Button
+              size="sm"
+              variant="ghost"
+              onClick={() => {
+                setAdding(false);
+                setNewContent("");
+              }}
+            >
+              Cancel
+            </Button>
+          </div>
+        </div>
+      ) : (
+        <Button
+          size="sm"
+          variant="outline"
+          className="w-full"
+          onClick={() => setAdding(true)}
+          disabled={items.length >= MAX_MEMORIES}
+        >
+          <PlusIcon className="mr-1 size-3" />
+          Add memory ({items.length}/{MAX_MEMORIES})
+        </Button>
+      )}
+    </div>
+  );
+};
diff --git a/studio/frontend/src/features/chat/components/prompt-library-sheet.tsx b/studio/frontend/src/features/chat/components/prompt-library-sheet.tsx
new file mode 100644
index 0000000000..d9ac470cfb
--- /dev/null
+++ b/studio/frontend/src/features/chat/components/prompt-library-sheet.tsx
@@ -0,0 +1,199 @@
+// SPDX-License-Identifier: AGPL-3.0-only
+// Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
+
+import { Button } from "@/components/ui/button";
+import { Input } from "@/components/ui/input";
+import { Textarea } from "@/components/ui/textarea";
+import {
+  Sheet,
+  SheetContent,
+  SheetDescription,
+  SheetHeader,
+  SheetTitle,
+} from "@/components/ui/sheet";
+import { Trash2Icon, PencilIcon, CopyIcon } from "lucide-react";
+import { type FC, useCallback, useState } from "react";
+import { db, useLiveQuery } from "../db";
+import type { PromptRecord } from "../types";
+
+export const PromptLibrarySheet: FC<{
+  open: boolean;
+  onOpenChange: (open: boolean) => void;
+  onInsertPrompt?: (content: string) => void;
+}> = ({ open, onOpenChange, onInsertPrompt }) => {
+  const prompts = useLiveQuery(
+    () => db.prompts.orderBy("createdAt").reverse().toArray(),
+    [],
+  );
+  const [editing, setEditing] = useState<PromptRecord | null>(null);
+  const [name, setName] = useState("");
+  const [content, setContent] = useState("");
+  const [tags, setTags] = useState("");
+
+  const handleStartEdit = useCallback((p: PromptRecord) => {
+    setEditing(p);
+    setName(p.name);
+    setContent(p.content);
+    setTags(p.tags.join(", "));
+  }, []);
+
+  const handleSave = useCallback(async () => {
+    if (!name.trim() || !content.trim()) return;
+    const variables: string[] = [];
+    const tagList = tags
+      .split(",")
+      .map((t) => t.trim())
+      .filter(Boolean);
+
+    if (editing) {
+      await db.prompts.update(editing.id, {
+        name: name.trim(),
+        content: content.trim(),
+        variables,
+        tags: tagList,
+      });
+    } else {
+      await db.prompts.add({
+        id: crypto.randomUUID(),
+        name: name.trim(),
+        content: content.trim(),
+        variables,
+        tags: tagList,
+        createdAt: Date.now(),
+      });
+    }
+    setEditing(null);
+    setName("");
+    setContent("");
+    setTags("");
+  }, [name, content, tags, editing]);
+
+  const handleDelete = useCallback(async (id: string) => {
+    await db.prompts.delete(id);
+  }, []);
+
+  const handleInsert = useCallback(
+    (p: PromptRecord) => {
+      onInsertPrompt?.(p.content);
+      onOpenChange(false);
+    },
+    [onInsertPrompt, onOpenChange],
+  );
+
+  const items = prompts ?? [];
+  const isEditing = editing !== null || name !== "" || content !== "";
+
+  return (
+    <Sheet open={open} onOpenChange={onOpenChange}>
+      <SheetContent side="right" className="w-[24rem] overflow-y-auto">
+        <SheetHeader>
+          <SheetTitle>Prompt Library</SheetTitle>
+          <SheetDescription>
+            Reusable prompt templates. Copied to clipboard on select.
+          </SheetDescription>
+        </SheetHeader>
+        <div className="mt-4 space-y-4">
+          {/* Editor */}
+          <div className="space-y-2 rounded-md border p-3">
+            <Input
+              placeholder="Prompt name"
+              value={name}
+              onChange={(e) => setName(e.target.value)}
+              className="text-sm"
+            />
+            <Textarea
+              placeholder="e.g., Evaluate the current model on GSM8K..."
+              value={content}
+              onChange={(e) => setContent(e.target.value)}
+              className="min-h-[6rem] text-sm"
+              rows={4}
+            />
+            <Input
+              placeholder="Tags (comma separated)"
+              value={tags}
+              onChange={(e) => setTags(e.target.value)}
+              className="text-sm"
+            />
+            <div className="flex gap-2">
+              <Button size="sm" onClick={handleSave} disabled={!name.trim() || !content.trim()}>
+                {editing ? "Update" : "Save"}
+              </Button>
+              {isEditing && (
+                <Button
+                  size="sm"
+                  variant="ghost"
+                  onClick={() => {
+                    setEditing(null);
+                    setName("");
+                    setContent("");
+                    setTags("");
+                  }}
+                >
+                  Cancel
+                </Button>
+              )}
+            </div>
+          </div>
+
+          {/* List */}
+          <div className="space-y-2">
+            {items.map((p) => (
+              <div
+                key={p.id}
+                className="group rounded-md border p-3 transition-colors hover:bg-accent/50"
+              >
+                <div className="flex items-center justify-between">
+                  <span className="text-sm font-medium">{p.name}</span>
+                  <div className="flex gap-1 opacity-0 transition-opacity group-hover:opacity-100">
+                    <button
+                      type="button"
+                      onClick={() => handleInsert(p)}
+                      className="p-1 text-muted-foreground hover:text-primary"
+                      title="Copy to clipboard"
+                    >
+                      <CopyIcon className="size-3" />
+                    </button>
+                    <button
+                      type="button"
+                      onClick={() => handleStartEdit(p)}
+                      className="p-1 text-muted-foreground hover:text-foreground"
+                    >
+                      <PencilIcon className="size-3" />
+                    </button>
+                    <button
+                      type="button"
+                      onClick={() => handleDelete(p.id)}
+                      className="p-1 text-muted-foreground hover:text-destructive"
+                    >
+                      <Trash2Icon className="size-3" />
+                    </button>
+                  </div>
+                </div>
+                <p className="mt-1 line-clamp-2 text-xs text-muted-foreground">
+                  {p.content}
+                </p>
+                {p.tags.length > 0 && (
+                  <div className="mt-1 flex gap-1">
+                    {p.tags.map((tag) => (
+                      <span
+                        key={tag}
+                        className="rounded bg-muted px-1.5 py-0.5 text-[10px] text-muted-foreground"
+                      >
+                        {tag}
+                      </span>
+                    ))}
+                  </div>
+                )}
+              </div>
+            ))}
+            {items.length === 0 && !isEditing && (
+              <p className="py-4 text-center text-xs text-muted-foreground">
+                No saved prompts yet. Create one above.
+              </p>
+            )}
+          </div>
+        </div>
+      </SheetContent>
+    </Sheet>
+  );
+};
diff --git a/studio/frontend/src/features/chat/db.ts b/studio/frontend/src/features/chat/db.ts
index f1f83e4b2f..6f116a63d1 100644
--- a/studio/frontend/src/features/chat/db.ts
+++ b/studio/frontend/src/features/chat/db.ts
@@ -3,11 +3,20 @@
 
 import Dexie, { type EntityTable, liveQuery } from "dexie";
 import { useEffect, useRef, useState } from "react";
-import type { MessageRecord, ThreadRecord } from "./types";
+import type {
+  FolderRecord,
+  MemoryRecord,
+  MessageRecord,
+  PromptRecord,
+  ThreadRecord,
+} from "./types";
 
 const db = new Dexie("unsloth-chat") as Dexie & {
   threads: EntityTable<ThreadRecord, "id">;
   messages: EntityTable<MessageRecord, "id">;
+  folders: EntityTable<FolderRecord, "id">;
+  prompts: EntityTable<PromptRecord, "id">;
+  memory: EntityTable<MemoryRecord, "id">;
 };
 
 db.version(1).stores({
@@ -36,6 +45,43 @@ db.version(3)
       }),
   );
 
+db.version(4)
+  .stores({
+    threads: "id, modelType, pairId, archived, createdAt, folderId, pinned",
+    messages: "id, threadId, createdAt",
+    folders: "id, createdAt",
+    prompts: "id, createdAt",
+    memory: "id, createdAt",
+  })
+  .upgrade(async (tx) => {
+    // Backfill searchText from first user message in each thread.
+    // Process sequentially to avoid IndexedDB transaction auto-commit.
+    const threads = await tx.table("threads").toArray();
+    for (const thread of threads) {
+      const msgs = await tx
+        .table("messages")
+        .where("threadId")
+        .equals(thread.id)
+        .toArray();
+      msgs.sort((a: MessageRecord, b: MessageRecord) => a.createdAt - b.createdAt);
+      const firstUser = msgs.find(
+        (m: MessageRecord) => m.role === "user",
+      );
+      if (!firstUser) continue;
+      const textParts = Array.isArray(firstUser.content)
+        ? firstUser.content
+            .filter((p: { type: string }) => p.type === "text")
+            .map((p: { text: string }) => p.text)
+            .join(" ")
+        : "";
+      if (textParts.trim()) {
+        await tx
+          .table("threads")
+          .update(thread.id, { searchText: textParts.slice(0, 500) });
+      }
+    }
+  });
+
 export { db };
 
 /**
diff --git a/studio/frontend/src/features/chat/lib/thread-export.ts b/studio/frontend/src/features/chat/lib/thread-export.ts
new file mode 100644
index 0000000000..419dce5ae6
--- /dev/null
+++ b/studio/frontend/src/features/chat/lib/thread-export.ts
@@ -0,0 +1,122 @@
+// SPDX-License-Identifier: AGPL-3.0-only
+// Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
+
+import { db } from "../db";
+import type { MessageRecord, ThreadRecord } from "../types";
+import { downloadTextFile } from "@/lib/download";
+
+function extractText(content: MessageRecord["content"]): string {
+  if (!Array.isArray(content)) return "";
+  return content
+    .filter((p) => p.type === "text")
+    .map((p) => (p as { type: "text"; text: string }).text)
+    .join("\n");
+}
+
+async function getThreadData(threadId: string) {
+  const thread = await db.threads.get(threadId);
+  if (!thread) return null;
+  const messages = await db.messages
+    .where("threadId")
+    .equals(threadId)
+    .sortBy("createdAt");
+  return { thread, messages };
+}
+
+export async function exportAsMarkdown(threadId: string): Promise<void> {
+  const data = await getThreadData(threadId);
+  if (!data) return;
+  const { thread, messages } = data;
+
+  const lines: string[] = [
+    `# ${thread.title}`,
+    "",
+    `> Exported from Unsloth Studio on ${new Date().toISOString()}`,
+    `> Model: ${thread.modelId || "unknown"}`,
+    "",
+  ];
+
+  for (const msg of messages) {
+    const role = msg.role === "user" ? "User" : "Assistant";
+    const text = extractText(msg.content);
+    const feedback =
+      msg.feedback ? ` [${msg.feedback === "thumbs_up" ? "+" : "-"}]` : "";
+    lines.push(`## ${role}${feedback}`, "", text, "");
+  }
+
+  downloadTextFile(
+    buildExportFilename(thread, "md"),
+    lines.join("\n"),
+    "text/markdown",
+  );
+}
+
+export async function exportAsJSON(threadId: string): Promise<void> {
+  const data = await getThreadData(threadId);
+  if (!data) return;
+  const { thread, messages } = data;
+
+  const payload = {
+    thread: { ...thread },
+    messages: messages.map((m) => ({ ...m })),
+    exportedAt: new Date().toISOString(),
+  };
+
+  downloadTextFile(
+    buildExportFilename(thread, "json"),
+    JSON.stringify(payload, null, 2),
+    "application/json",
+  );
+}
+
+export async function exportAsJSONL(threadId: string): Promise<void> {
+  const data = await getThreadData(threadId);
+  if (!data) return;
+  const { thread, messages } = data;
+
+  // OpenAI chat format -- standard SFT structure, skip empty turns
+  const chatMessages = messages.flatMap((m) => {
+    const content = extractText(m.content).trim();
+    if (!content) return [];
+    return [{ role: m.role === "user" ? "user" : "assistant", content }];
+  });
+
+  if (chatMessages.length === 0) return;
+  const line = JSON.stringify({ messages: chatMessages });
+  downloadTextFile(
+    buildExportFilename(thread, "jsonl"),
+    line + "\n",
+    "application/x-ndjson",
+  );
+}
+
+function sanitizeFilename(name: string): string {
+  return name
+    .replace(/[^\p{L}\p{N}_\- ]/gu, "")
+    .replace(/\s+/g, "_")
+    .slice(0, 80)
+    || "chat_export";
+}
+
+function buildExportFilename(
+  thread: ThreadRecord,
+  ext: "md" | "json" | "jsonl",
+): string {
+  const base = sanitizeFilename(thread.title);
+  const suffix = thread.pairId
+    ? `_${sanitizeFilename(thread.modelType || thread.modelId || "compare")}`
+    : "";
+  return `${base}${suffix}.${ext}`;
+}
+
+export async function getExportThreadIds(
+  threadOrPairId: string,
+  type: "single" | "compare",
+): Promise<string[]> {
+  if (type === "single") return [threadOrPairId];
+  const paired = await db.threads
+    .where("pairId")
+    .equals(threadOrPairId)
+    .toArray();
+  return paired.map((t: ThreadRecord) => t.id);
+}
diff --git a/studio/frontend/src/features/chat/runtime-provider.tsx b/studio/frontend/src/features/chat/runtime-provider.tsx
index 404271f896..4eae652f85 100644
--- a/studio/frontend/src/features/chat/runtime-provider.tsx
+++ b/studio/frontend/src/features/chat/runtime-provider.tsx
@@ -481,6 +481,11 @@ function createDexieAdapter(
       const firstUser = messages.find((m) => m.role === "user");
       const userText = extractTextParts(firstUser) || defaultTitle;
 
+      // Backfill searchText for new threads (once, on first title generation)
+      if (!thread.searchText && userText !== defaultTitle) {
+        await db.threads.update(remoteId, { searchText: userText.slice(0, 500) });
+      }
+
       if (!autoTitle) {
         const title = fallbackTitleFromUserText(userText);
         await persistTitle(title);
diff --git a/studio/frontend/src/features/chat/thread-sidebar.tsx b/studio/frontend/src/features/chat/thread-sidebar.tsx
index ba97d2ee6e..11aedb0a53 100644
--- a/studio/frontend/src/features/chat/thread-sidebar.tsx
+++ b/studio/frontend/src/features/chat/thread-sidebar.tsx
@@ -21,14 +21,46 @@ import {
   PencilEdit02Icon,
 } from "@hugeicons/core-free-icons";
 import { HugeiconsIcon } from "@hugeicons/react";
+import {
+  ChevronRightIcon,
+  DownloadIcon,
+  FolderIcon,
+  FolderPlusIcon,
+  MoreHorizontalIcon,
+  PinIcon,
+  PinOffIcon,
+  SearchIcon,
+  XIcon,
+} from "lucide-react";
+import { useCallback, useMemo, useRef, useState } from "react";
+import { useDebouncedValue } from "@/hooks/use-debounced-value";
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuSeparator,
+  DropdownMenuSub,
+  DropdownMenuSubContent,
+  DropdownMenuSubTrigger,
+  DropdownMenuTrigger,
+} from "@/components/ui/dropdown-menu";
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible";
 import { db, useLiveQuery } from "./db";
 import type { ChatView, ThreadRecord } from "./types";
+import {
+  exportAsJSON,
+  exportAsJSONL,
+  exportAsMarkdown,
+  getExportThreadIds,
+} from "./lib/thread-export";
 
 interface SidebarItem {
   type: "single" | "compare";
   id: string;
   title: string;
   createdAt: number;
+  folderId?: string;
+  pinned?: boolean;
 }
 
 function groupThreads(threads: ThreadRecord[]): SidebarItem[] {
@@ -49,6 +81,8 @@ function groupThreads(threads: ThreadRecord[]): SidebarItem[] {
         id: t.pairId,
         title: t.title,
         createdAt: t.createdAt,
+        folderId: t.folderId,
+        pinned: t.pinned,
       });
     } else if (!t.pairId) {
       items.push({
@@ -56,6 +90,8 @@ function groupThreads(threads: ThreadRecord[]): SidebarItem[] {
         id: t.id,
         title: t.title,
         createdAt: t.createdAt,
+        folderId: t.folderId,
+        pinned: t.pinned,
       });
     }
   }
@@ -76,13 +112,61 @@ export function ThreadSidebar({
   onNewCompare: () => void;
   showCompare: boolean;
 }) {
+  const [searchOpen, setSearchOpen] = useState(false);
+  const [searchQuery, setSearchQuery] = useState("");
+  const debouncedQuery = useDebouncedValue(searchQuery, 150);
+  const searchInputRef = useRef<HTMLInputElement>(null);
+
   const allThreads = useLiveQuery(
     () => db.threads.orderBy("createdAt").reverse().toArray(),
     [],
   );
-  const items = groupThreads(allThreads ?? []);
+  const allFolders = useLiveQuery(
+    () => db.folders.orderBy("createdAt").toArray(),
+    [],
+  );
+
+  const items = useMemo(() => groupThreads(allThreads ?? []), [allThreads]);
   const activeId = view.mode === "single" ? view.threadId : view.pairId;
 
+  const filteredItems = useMemo(() => {
+    if (!debouncedQuery.trim()) return items;
+    const q = debouncedQuery.toLowerCase();
+    // Filter items by matching title or searchText from underlying threads
+    return items.filter((item) => {
+      if (item.title.toLowerCase().includes(q)) return true;
+      // Check searchText on all underlying thread records (both sides of compare pairs)
+      const relatedThreads = (allThreads ?? []).filter((t) =>
+        item.type === "single" ? t.id === item.id : t.pairId === item.id,
+      );
+      return relatedThreads.some(
+        (t) => t.searchText?.toLowerCase().includes(q),
+      );
+    });
+  }, [items, debouncedQuery, allThreads]);
+
+  // Group items: pinned, then by folder, then unfiled
+  const pinnedItems = useMemo(
+    () => filteredItems.filter((i) => i.pinned),
+    [filteredItems],
+  );
+  const folderedItems = useMemo(() => {
+    const map = new Map<string, SidebarItem[]>();
+    for (const item of filteredItems) {
+      if (item.pinned || !item.folderId) continue;
+      const list = map.get(item.folderId) ?? [];
+      list.push(item);
+      map.set(item.folderId, list);
+    }
+    return map;
+  }, [filteredItems]);
+  const unfiledItems = useMemo(
+    () => filteredItems.filter((i) => !i.pinned && !i.folderId),
+    [filteredItems],
+  );
+
+  const folders = allFolders ?? [];
+
   function viewForItem(item: SidebarItem): ChatView {
     return item.type === "single"
       ? { mode: "single", threadId: item.id }
@@ -105,10 +189,177 @@ export function ThreadSidebar({
     }
   }
 
+  async function handlePin(item: SidebarItem) {
+    const next = !item.pinned;
+    if (item.type === "single") {
+      await db.threads.update(item.id, { pinned: next });
+    } else {
+      const paired = await db.threads.where("pairId").equals(item.id).toArray();
+      for (const t of paired) {
+        await db.threads.update(t.id, { pinned: next });
+      }
+    }
+  }
+
+  async function handleMoveToFolder(item: SidebarItem, folderId: string | undefined) {
+    if (item.type === "single") {
+      await db.threads.where("id").equals(item.id).modify((thread) => {
+        if (folderId) {
+          thread.folderId = folderId;
+        } else {
+          delete thread.folderId;
+        }
+      });
+    } else {
+      await db.threads.where("pairId").equals(item.id).modify((thread) => {
+        if (folderId) {
+          thread.folderId = folderId;
+        } else {
+          delete thread.folderId;
+        }
+      });
+    }
+  }
+
+  async function handleExport(
+    item: SidebarItem,
+    format: "md" | "json" | "jsonl",
+  ) {
+    const ids = await getExportThreadIds(item.id, item.type);
+    for (const id of ids) {
+      if (format === "md") await exportAsMarkdown(id);
+      else if (format === "json") await exportAsJSON(id);
+      else await exportAsJSONL(id);
+    }
+  }
+
+  const handleNewFolder = useCallback(async () => {
+    const name = prompt("Folder name:");
+    if (!name?.trim()) return;
+    await db.folders.add({
+      id: crypto.randomUUID(),
+      name: name.trim(),
+      createdAt: Date.now(),
+    });
+  }, []);
+
+  const handleDeleteFolder = useCallback(async (folderId: string) => {
+    await db.transaction("rw", db.threads, db.folders, async () => {
+      await db.threads.where("folderId").equals(folderId).modify((thread) => {
+        delete thread.folderId;
+      });
+      await db.folders.delete(folderId);
+    });
+  }, []);
+
+  const toggleSearch = useCallback(() => {
+    setSearchOpen((o) => {
+      if (!o) {
+        setTimeout(() => searchInputRef.current?.focus(), 50);
+      } else {
+        setSearchQuery("");
+      }
+      return !o;
+    });
+  }, []);
+
+  const renderItem = (item: SidebarItem) => (
+    <SidebarMenuItem key={item.id}>
+      <SidebarMenuButton
+        isActive={activeId === item.id}
+        onClick={() => onSelect(viewForItem(item))}
+      >
+        <span className="truncate">{item.title}</span>
+      </SidebarMenuButton>
+      <DropdownMenu>
+        <DropdownMenuTrigger asChild>
+          <SidebarMenuAction
+            showOnHover={true}
+            title="More actions"
+          >
+            <MoreHorizontalIcon className="size-4" />
+          </SidebarMenuAction>
+        </DropdownMenuTrigger>
+        <DropdownMenuContent side="right" align="start" className="w-48">
+          <DropdownMenuItem onClick={() => handlePin(item)}>
+            {item.pinned ? (
+              <><PinOffIcon className="mr-2 size-4" />Unpin</>
+            ) : (
+              <><PinIcon className="mr-2 size-4" />Pin to top</>
+            )}
+          </DropdownMenuItem>
+          {folders.length > 0 && (
+            <DropdownMenuSub>
+              <DropdownMenuSubTrigger>
+                <FolderIcon className="mr-2 size-4" />Move to folder
+              </DropdownMenuSubTrigger>
+              <DropdownMenuSubContent>
+                <DropdownMenuItem onClick={() => handleMoveToFolder(item, undefined)}>
+                  None (unfiled)
+                </DropdownMenuItem>
+                {folders.map((f) => (
+                  <DropdownMenuItem key={f.id} onClick={() => handleMoveToFolder(item, f.id)}>
+                    {f.name}
+                  </DropdownMenuItem>
+                ))}
+              </DropdownMenuSubContent>
+            </DropdownMenuSub>
+          )}
+          <DropdownMenuSub>
+            <DropdownMenuSubTrigger>
+              <DownloadIcon className="mr-2 size-4" />Export
+            </DropdownMenuSubTrigger>
+            <DropdownMenuSubContent>
+              <DropdownMenuItem onClick={() => handleExport(item, "md")}>
+                Markdown (.md)
+              </DropdownMenuItem>
+              <DropdownMenuItem onClick={() => handleExport(item, "json")}>
+                JSON (.json)
+              </DropdownMenuItem>
+              <DropdownMenuItem onClick={() => handleExport(item, "jsonl")}>
+                JSONL (.jsonl)
+              </DropdownMenuItem>
+            </DropdownMenuSubContent>
+          </DropdownMenuSub>
+          <DropdownMenuSeparator />
+          <DropdownMenuItem
+            className="text-destructive focus:text-destructive"
+            onClick={() => handleDelete(item)}
+          >
+            <HugeiconsIcon icon={Delete02Icon} className="mr-2 size-4" />
+            Delete
+          </DropdownMenuItem>
+        </DropdownMenuContent>
+      </DropdownMenu>
+    </SidebarMenuItem>
+  );
+
   return (
     <>
       <SidebarHeader className="px-4 py-3">
-        <span className="text-base font-semibold tracking-tight">Playground</span>
+        <div className="flex items-center justify-between">
+          <span className="text-base font-semibold tracking-tight">Playground</span>
+          <button
+            type="button"
+            onClick={toggleSearch}
+            className="flex size-7 items-center justify-center rounded-md text-muted-foreground transition-colors hover:bg-accent hover:text-foreground"
+            title="Search conversations"
+          >
+            {searchOpen ? <XIcon className="size-4" /> : <SearchIcon className="size-4" />}
+          </button>
+        </div>
+        {searchOpen && (
+          <div className="mt-2">
+            <input
+              ref={searchInputRef}
+              type="text"
+              value={searchQuery}
+              onChange={(e) => setSearchQuery(e.target.value)}
+              placeholder="Search chats..."
+              className="w-full rounded-md border bg-background px-3 py-1.5 text-sm outline-none placeholder:text-muted-foreground focus:ring-1 focus:ring-ring"
+            />
+          </div>
+        )}
       </SidebarHeader>
       <SidebarContent>
         <SidebarGroup className="px-4 pt-1">
@@ -128,34 +379,78 @@ export function ThreadSidebar({
                   </SidebarMenuButton>
                 </SidebarMenuItem>
               ) : null}
+              <SidebarMenuItem>
+                <SidebarMenuButton onClick={handleNewFolder}>
+                  <FolderPlusIcon className="size-4" />
+                  <span>New Folder</span>
+                </SidebarMenuButton>
+              </SidebarMenuItem>
             </SidebarMenu>
           </SidebarGroupContent>
         </SidebarGroup>
+
+        {/* Pinned threads */}
+        {pinnedItems.length > 0 && (
+          <SidebarGroup className="px-4">
+            <SidebarGroupLabel className="text-xs font-medium text-muted-foreground/80">
+              Pinned
+            </SidebarGroupLabel>
+            <SidebarGroupContent>
+              <SidebarMenu>{pinnedItems.map(renderItem)}</SidebarMenu>
+            </SidebarGroupContent>
+          </SidebarGroup>
+        )}
+
+        {/* Folders */}
+        {folders.map((folder) => {
+          const folderItems = folderedItems.get(folder.id) ?? [];
+          if (folderItems.length === 0 && debouncedQuery.trim()) return null;
+          return (
+            <SidebarGroup key={folder.id} className="px-4">
+              <Collapsible defaultOpen={true}>
+                <div className="flex items-center justify-between">
+                  <CollapsibleTrigger className="flex items-center gap-1 text-xs font-medium text-muted-foreground/80 hover:text-foreground">
+                    <ChevronRightIcon className="size-3 transition-transform [[data-state=open]_&]:rotate-90" />
+                    <FolderIcon className="size-3" />
+                    {folder.name}
+                    <span className="text-muted-foreground/50">({folderItems.length})</span>
+                  </CollapsibleTrigger>
+                  <button
+                    type="button"
+                    onClick={() => handleDeleteFolder(folder.id)}
+                    className="size-5 flex items-center justify-center rounded text-muted-foreground/50 hover:text-destructive"
+                    title="Delete folder"
+                  >
+                    <XIcon className="size-3" />
+                  </button>
+                </div>
+                <CollapsibleContent>
+                  <SidebarGroupContent>
+                    <SidebarMenu>{folderItems.map(renderItem)}</SidebarMenu>
+                    {folderItems.length === 0 && (
+                      <p className="px-2 py-2 text-center text-xs text-muted-foreground/50">
+                        Empty
+                      </p>
+                    )}
+                  </SidebarGroupContent>
+                </CollapsibleContent>
+              </Collapsible>
+            </SidebarGroup>
+          );
+        })}
+
+        {/* Unfiled threads */}
         <SidebarGroup className="flex-1 px-4">
-          <SidebarGroupLabel className="text-xs font-medium text-muted-foreground/80">Your Chats</SidebarGroupLabel>
+          <SidebarGroupLabel className="text-xs font-medium text-muted-foreground/80">
+            {folders.length > 0 ? "Unfiled" : "Your Chats"}
+          </SidebarGroupLabel>
           <SidebarGroupContent>
             <SidebarMenu>
-              {items.map((item) => (
-                <SidebarMenuItem key={item.id}>
-                  <SidebarMenuButton
-                    isActive={activeId === item.id}
-                    onClick={() => onSelect(viewForItem(item))}
-                  >
-                    <span>{item.title}</span>
-                  </SidebarMenuButton>
-                  <SidebarMenuAction
-                    showOnHover={true}
-                    onClick={() => handleDelete(item)}
-                    title="Delete"
-                  >
-                    <HugeiconsIcon icon={Delete02Icon} />
-                  </SidebarMenuAction>
-                </SidebarMenuItem>
-              ))}
+              {unfiledItems.map(renderItem)}
             </SidebarMenu>
-            {items.length === 0 && (
+            {unfiledItems.length === 0 && pinnedItems.length === 0 && folderedItems.size === 0 && (
               <p className="px-2 py-6 text-center text-xs text-muted-foreground">
-                No threads yet
+                {debouncedQuery.trim() ? "No matching threads" : "No threads yet"}
               </p>
             )}
           </SidebarGroupContent>
diff --git a/studio/frontend/src/features/chat/types.ts b/studio/frontend/src/features/chat/types.ts
index 11e53d76d3..cacd478351 100644
--- a/studio/frontend/src/features/chat/types.ts
+++ b/studio/frontend/src/features/chat/types.ts
@@ -15,6 +15,12 @@ export interface ThreadRecord {
   pairId?: string;
   archived: boolean;
   createdAt: number;
+  /** First ~500 chars of first user message for search indexing */
+  searchText?: string;
+  /** Folder this thread belongs to */
+  folderId?: string;
+  /** Pin thread to top of sidebar */
+  pinned?: boolean;
 }
 
 export interface MessageRecord {
@@ -25,4 +31,29 @@ export interface MessageRecord {
   attachments?: import("@assistant-ui/react").ThreadMessage["attachments"];
   metadata?: Record<string, unknown>;
   createdAt: number;
+  /** User feedback on assistant messages */
+  feedback?: "thumbs_up" | "thumbs_down";
+}
+
+export interface FolderRecord {
+  id: string;
+  name: string;
+  createdAt: number;
+}
+
+export interface PromptRecord {
+  id: string;
+  name: string;
+  content: string;
+  variables: string[];
+  tags: string[];
+  createdAt: number;
+}
+
+export interface MemoryRecord {
+  id: string;
+  content: string;
+  enabled: boolean;
+  createdAt: number;
+  updatedAt: number;
 }
diff --git a/studio/frontend/src/lib/download.ts b/studio/frontend/src/lib/download.ts
new file mode 100644
index 0000000000..4cad9db032
--- /dev/null
+++ b/studio/frontend/src/lib/download.ts
@@ -0,0 +1,21 @@
+// SPDX-License-Identifier: AGPL-3.0-only
+// Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
+
+export function downloadTextFile(
+  filename: string,
+  content: string,
+  mimeType = "text/plain",
+): void {
+  const blob = new Blob([content], { type: mimeType });
+  const url = URL.createObjectURL(blob);
+  try {
+    const a = document.createElement("a");
+    a.href = url;
+    a.download = filename;
+    document.body.appendChild(a);
+    a.click();
+    document.body.removeChild(a);
+  } finally {
+    setTimeout(() => URL.revokeObjectURL(url), 1000);
+  }
+}