diff --git a/frontend/app/element/tooltip.scss b/frontend/app/element/tooltip.scss
new file mode 100644
index 000000000..5012c90dc
--- /dev/null
+++ b/frontend/app/element/tooltip.scss
@@ -0,0 +1,10 @@
+// Copyright 2024, Command Line Inc.
+// SPDX-License-Identifier: Apache-2.0
+
+.tooltip {
+	width: max-content;
+	background-color: rgb(from var(--block-bg-color) r g b / 70%);
+	color: var(--main-text-color);
+	padding: 4px 8px;
+	border-radius: 4px;
+}
\ No newline at end of file
diff --git a/frontend/app/element/tooltip.stories.tsx b/frontend/app/element/tooltip.stories.tsx
new file mode 100644
index 000000000..8d9b801c4
--- /dev/null
+++ b/frontend/app/element/tooltip.stories.tsx
@@ -0,0 +1,113 @@
+// Copyright 2024, Command Line Inc.
+// SPDX-License-Identifier: Apache-2.0
+
+import type { Meta, StoryObj } from "@storybook/react";
+import { useState } from "react";
+import { Tooltip, TooltipContent, TooltipTrigger } from "./tooltip";
+
+import "./tooltip.scss";
+
+const meta: Meta<typeof Tooltip> = {
+    title: "Elements/Tooltip",
+    component: Tooltip,
+    argTypes: {
+        placement: {
+            description: "Placement of the tooltip relative to the trigger",
+            control: {
+                type: "select",
+                options: ["top", "left", "bottom", "right"],
+            },
+        },
+        className: {
+            description: "Custom class for styling the tooltip content",
+            control: { type: "text" },
+        },
+        initialOpen: {
+            description: "Initial open state of the tooltip (uncontrolled mode)",
+            control: { type: "boolean" },
+        },
+        open: {
+            description: "Controlled open state of the tooltip",
+            control: { type: "boolean" },
+        },
+        showArrow: {
+            description: "Whether to show an arrow for the tooltip",
+            control: { type: "boolean" },
+        },
+    },
+};
+
+export default meta;
+type Story = StoryObj<typeof Tooltip>;
+
+export const Uncontrolled: Story = {
+    render: (args) => (
+        <div
+            style={{
+                width: "100%",
+                height: "600px",
+                padding: "20px",
+                display: "flex",
+                alignItems: "flex-start",
+                justifyContent: "center",
+            }}
+        >
+            <div className="App">
+                <Tooltip {...args}>
+                    <TooltipTrigger>Top</TooltipTrigger>
+                    <TooltipContent className="tooltip">Top Tooltip</TooltipContent>
+                </Tooltip>
+                <Tooltip {...args} placement="left">
+                    <TooltipTrigger>Left</TooltipTrigger>
+                    <TooltipContent className="tooltip">Left Tooltip</TooltipContent>
+                </Tooltip>
+                <Tooltip {...args} placement="bottom">
+                    <TooltipTrigger>Bottom</TooltipTrigger>
+                    <TooltipContent className="tooltip">Bottom Tooltip</TooltipContent>
+                </Tooltip>
+                <Tooltip {...args} placement="right">
+                    <TooltipTrigger>Right</TooltipTrigger>
+                    <TooltipContent className="tooltip">Right Tooltip</TooltipContent>
+                </Tooltip>
+            </div>
+        </div>
+    ),
+    args: {
+        initialOpen: false,
+        placement: "top",
+        className: "custom-tooltip",
+        showArrow: true,
+    },
+};
+
+// Controlled Tooltip Example
+export const Controlled: Story = {
+    render: (args) => {
+        const [open, setOpen] = useState(false);
+
+        return (
+            <div
+                style={{
+                    width: "100%",
+                    height: "600px",
+                    padding: "20px",
+                    display: "flex",
+                    alignItems: "flex-start",
+                    justifyContent: "center",
+                }}
+            >
+                <div className="App">
+                    <Tooltip {...args} open={open} onOpenChange={setOpen}>
+                        <TooltipTrigger onClick={() => setOpen((v) => !v)}>My Trigger</TooltipTrigger>
+                        <TooltipContent className="tooltip">My tooltip</TooltipContent>
+                    </Tooltip>
+                </div>
+            </div>
+        );
+    },
+    args: {
+        placement: "top",
+        className: "custom-tooltip",
+        showArrow: true,
+    },
+};
diff --git a/frontend/app/element/tooltip.tsx b/frontend/app/element/tooltip.tsx
new file mode 100644
index 000000000..6d73ed515
--- /dev/null
+++ b/frontend/app/element/tooltip.tsx
@@ -0,0 +1,191 @@
+// Copyright 2024, Command Line Inc.
+// SPDX-License-Identifier: Apache-2.0
+
+import type { Placement } from "@floating-ui/react";
+import {
+    arrow,
+    autoUpdate,
+    flip,
+    FloatingPortal,
+    offset,
+    shift,
+    useDismiss,
+    useFloating,
+    useFocus,
+    useHover,
+    useInteractions,
+    useRole,
+} from "@floating-ui/react";
+import * as React from "react";
+
+interface TooltipOptions {
+    initialOpen?: boolean;
+    placement?: Placement;
+    open?: boolean;
+    className?: string;
+    showArrow?: boolean;
+    onOpenChange?: (open: boolean) => void;
+}
+
+export function useTooltip({
+    initialOpen = false,
+    placement = "top",
+    open: controlledOpen,
+    onOpenChange: setControlledOpen,
+}: TooltipOptions = {}) {
+    const arrowRef = React.useRef(null);
+    const [uncontrolledOpen, setUncontrolledOpen] = React.useState(initialOpen);
+
+    const open = controlledOpen ?? uncontrolledOpen;
+    const setOpen = setControlledOpen ?? setUncontrolledOpen;
+
+    const data = useFloating({
+        placement,
+        open,
+        onOpenChange: setOpen,
+        whileElementsMounted: autoUpdate,
+        middleware: [offset(5), flip(), shift(), arrow({ element: arrowRef })],
+    });
+
+    const context = data.context;
+
+    const hover = useHover(context, {
+        move: false,
+        enabled: controlledOpen == null,
+    });
+    const focus = useFocus(context, {
+        enabled: controlledOpen == null,
+    });
+    const dismiss = useDismiss(context);
+    const role = useRole(context, { role: "tooltip" });
+
+    const interactions = useInteractions([hover, focus, dismiss, role]);
+
+    return React.useMemo(
+        () => ({
+            open,
+            setOpen,
+            arrowRef,
+            ...interactions,
+            ...data,
+        }),
+        [open, setOpen, arrowRef, interactions, data]
+    );
+}
+
+type ContextType = ReturnType<typeof useTooltip> | null;
+
+const TooltipContext = React.createContext<ContextType>(null);
+
+export const useTooltipState = () => {
+    const context = React.useContext(TooltipContext);
+
+    if (context == null) {
+        throw new Error("Tooltip components must be wrapped in <Tooltip />");
+    }
+
+    return context;
+};
+
+export function Tooltip({ children, ...options }: { children: React.ReactNode } & TooltipOptions) {
+    // This can accept any props as options, e.g. `placement`,
+    // or other positioning options.
+    const tooltip = useTooltip(options);
+    return <TooltipContext.Provider value={tooltip}>{children}</TooltipContext.Provider>;
+}
+
+export const TooltipTrigger = React.forwardRef<HTMLElement, React.HTMLProps<HTMLElement> & { asChild?: boolean }>(
+    function TooltipTrigger({ children, asChild = false, ...props }, propRef) {
+        const state = useTooltipState();
+
+        const setRefs = (node: HTMLElement | null) => {
+            state.refs.setReference(node); // Use Floating UI's ref for trigger
+            if (typeof propRef === "function") propRef(node);
+            else if (propRef) (propRef as React.MutableRefObject<HTMLElement | null>).current = node;
+
+            // Handle child ref only if it's not a ReactPortal
+            if (React.isValidElement(children) && children.type !== React.Fragment && "ref" in children) {
+                if (typeof children.ref === "function") children.ref(node);
+                else (children.ref as React.MutableRefObject<HTMLElement | null>).current = node;
+            }
+        };
+
+        // Allow custom elements with asChild
+        if (asChild && React.isValidElement(children)) {
+            return React.cloneElement(
+                children,
+                state.getReferenceProps({
+                    ref: setRefs,
+                    ...props,
+                    ...children.props,
+                    "data-state": state.open ? "open" : "closed",
+                })
+            );
+        }
+
+        // Default trigger as a button
+        return (
+            <button ref={setRefs} data-state={state.open ? "open" : "closed"} {...state.getReferenceProps(props)}>
+                {children}
+            </button>
+        );
+    }
+);
+
+export const TooltipContent = React.forwardRef<HTMLDivElement, React.HTMLProps<HTMLDivElement>>(
+    function TooltipContent(props, propRef) {
+        const state = useTooltipState();
+
+        const ref = React.useMemo(() => {
+            const setRef = (node: HTMLDivElement | null) => {
+                state.refs.setFloating(node); // Use `refs.setFloating` from `useFloating`
+                if (typeof propRef === "function") propRef(node);
+                else if (propRef) (propRef as React.MutableRefObject<HTMLDivElement | null>).current = node;
+            };
+            return setRef;
+        }, [state.refs.setFloating, propRef]);
+
+        const { x: arrowX, y: arrowY } = state.middlewareData.arrow ?? {};
+
+        const staticSide =
+            {
+                top: "bottom",
+                right: "left",
+                bottom: "top",
+                left: "right",
+            }[state.placement.split("-")[0]] ?? "";
+
+        return (
+            <FloatingPortal>
+                {state.open && (
+                    <div
+                        ref={ref}
+                        style={{
+                            position: state.strategy,
+                            top: state.y ?? 0,
+                            left: state.x ?? 0,
+                            visibility: state.x == null ? "hidden" : "visible",
+                            ...props.style,
+                        }}
+                        {...state.getFloatingProps(props)}
+                    >
+                        {props.children}
+                        <div
+                            ref={state.arrowRef}
+                            style={{
+                                position: "absolute",
+                                width: "10px",
+                                height: "10px",
+                                background: "inherit",
+                                left: arrowX != null ? `${arrowX}px` : "",
+                                top: arrowY != null ? `${arrowY}px` : "",
+                                [staticSide]: "-5px",
+                                transform: "rotate(45deg)",
+                            }}
+                        />
+                    </div>
+                )}
+            </FloatingPortal>
+        );
+    }
+);