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deer-flow/web/src/app/_components/multi-agent-visualization.tsx

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// Copyright (c) 2025 Bytedance Ltd. and/or its affiliates
// SPDX-License-Identifier: MIT
"use client";
import {
ReactFlow,
Background,
useNodesState,
useEdgesState,
Handle,
Position,
} from "@xyflow/react";
import "@xyflow/react/dist/style.css";
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import {
Brain,
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FilePen,
MessageSquareQuote,
Microscope,
SquareTerminal,
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UserCheck,
Users,
type LucideIcon,
} from "lucide-react";
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import { ShineBorder } from "~/components/magicui/shine-border";
const WORKFLOW_STEPS = [
{
description:
"The Coordinator is responsible for engaging with the user to understand their problem and requirements.",
activeNodes: ["Start", "Coordinator"],
activeEdges: ["Start->Coordinator"],
},
{
description:
"If the user's problem is clearly defined, the Coordinator will hand it over to the Planner.",
activeNodes: ["Coordinator", "Planner"],
activeEdges: ["Coordinator->Planner"],
},
{
description: "Awaiting human feedback to refine the plan.",
activeNodes: ["Planner", "HumanFeedback"],
activeEdges: ["Planner->HumanFeedback"],
},
{
description: "Updating the plan based on human feedback.",
activeNodes: ["Planner", "HumanFeedback"],
activeEdges: ["HumanFeedback->Planner"],
},
{
description:
"The Research Team is responsible for conducting the core research tasks.",
activeNodes: ["HumanFeedback", "ResearchTeam"],
activeEdges: ["HumanFeedback->ResearchTeam", "ResearchTeam->HumanFeedback"],
},
{
description:
"The Researcher is responsible for gathering information using search and crawling tools.",
activeNodes: ["ResearchTeam", "Researcher"],
activeEdges: ["ResearchTeam->Researcher", "Researcher->ResearchTeam"],
},
{
description:
"The Coder is responsible for writing and executing Python code to solve problems such as mathematical computations, data analysis, and more.",
activeNodes: ["ResearchTeam", "Coder"],
activeEdges: ["ResearchTeam->Coder", "Coder->ResearchTeam"],
},
{
description:
"Once the research tasks are completed, the Researcher will hand over to the Planner.",
activeNodes: ["ResearchTeam", "Planner"],
activeEdges: ["ResearchTeam->Planner"],
},
{
description:
"If no additional information is required, the Planner will handoff to the Reporter.",
activeNodes: ["Planner", "Reporter"],
activeEdges: ["Planner->Reporter"],
},
{
description: "The Reporter will prepare a report summarizing the results.",
activeNodes: ["Reporter", "End"],
activeEdges: ["Reporter->End"],
},
];
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const ROW_HEIGHT = 75;
const ROW_1 = 0;
const ROW_2 = ROW_HEIGHT;
const ROW_3 = ROW_HEIGHT * 2;
const ROW_4 = ROW_HEIGHT * 2;
const ROW_5 = ROW_HEIGHT * 3;
const ROW_6 = ROW_HEIGHT * 4;
const initialNodes = [
{
id: "Start",
type: "circle",
data: { label: "Start" },
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position: { x: 25, y: ROW_1 },
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},
{
id: "Coordinator",
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data: { icon: MessageSquareQuote, label: "Coordinator" },
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position: { x: 150, y: ROW_1 },
},
{
id: "Planner",
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data: { icon: Brain, label: "Planner" },
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position: { x: 150, y: ROW_2 },
},
{
id: "Reporter",
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data: { icon: FilePen, label: "Reporter" },
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position: { x: 275, y: ROW_3 },
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},
{
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id: "HumanFeedback",
data: { icon: UserCheck, label: "Human Feedback" },
position: { x: 25, y: ROW_4 },
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},
{
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id: "ResearchTeam",
data: { icon: Users, label: "Research Team" },
position: { x: 25, y: ROW_5 },
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},
{
id: "Researcher",
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data: { icon: Microscope, label: "Researcher" },
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position: { x: -75, y: ROW_6 },
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},
{
id: "Coder",
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data: { icon: SquareTerminal, label: "Coder" },
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position: { x: 125, y: ROW_6 },
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},
{
id: "End",
type: "circle",
data: { label: "End" },
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position: { x: 330, y: ROW_6 },
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},
];
const initialEdges = [
{
id: "Start->Coordinator",
source: "Start",
target: "Coordinator",
sourceHandle: "right",
targetHandle: "left",
animated: true,
},
{
id: "Coordinator->Planner",
source: "Coordinator",
target: "Planner",
sourceHandle: "bottom",
targetHandle: "top",
animated: true,
},
{
id: "Planner->Reporter",
source: "Planner",
target: "Reporter",
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sourceHandle: "right",
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targetHandle: "top",
animated: true,
},
{
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id: "Planner->HumanFeedback",
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source: "Planner",
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target: "HumanFeedback",
sourceHandle: "left",
targetHandle: "top",
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animated: true,
},
{
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id: "HumanFeedback->Planner",
source: "HumanFeedback",
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target: "Planner",
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sourceHandle: "right",
targetHandle: "bottom",
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animated: true,
},
{
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id: "HumanFeedback->ResearchTeam",
source: "HumanFeedback",
target: "ResearchTeam",
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sourceHandle: "bottom",
targetHandle: "top",
animated: true,
},
{
id: "Reporter->End",
source: "Reporter",
target: "End",
sourceHandle: "bottom",
targetHandle: "top",
animated: true,
},
{
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id: "ResearchTeam->Researcher",
source: "ResearchTeam",
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target: "Researcher",
sourceHandle: "left",
targetHandle: "top",
animated: true,
},
{
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id: "ResearchTeam->Coder",
source: "ResearchTeam",
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target: "Coder",
sourceHandle: "bottom",
targetHandle: "left",
animated: true,
},
{
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id: "ResearchTeam->Planner",
source: "ResearchTeam",
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target: "Planner",
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sourceHandle: "right",
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targetHandle: "bottom",
animated: true,
},
{
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id: "Researcher->ResearchTeam",
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source: "Researcher",
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target: "ResearchTeam",
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sourceHandle: "right",
targetHandle: "bottom",
animated: true,
},
{
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id: "Coder->ResearchTeam",
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source: "Coder",
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target: "ResearchTeam",
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sourceHandle: "top",
targetHandle: "right",
animated: true,
},
];
const nodeTypes = {
circle: CircleNode,
agent: AgentNode,
default: AgentNode,
};
export function MultiAgentVisualization() {
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const [nodes, setNodes] = useNodesState(initialNodes);
const [edges, setEdges] = useEdgesState(initialEdges);
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return (
<ReactFlow
style={{
["--xy-background-color-default" as string]: "transparent",
}}
nodes={nodes}
edges={edges}
nodeTypes={nodeTypes}
fitView
attributionPosition="top-right"
colorMode="dark"
panOnScroll={false}
zoomOnScroll={false}
preventScrolling={false}
>
<Background
className="[mask-image:radial-gradient(800px_circle_at_center,white,transparent)]"
bgColor="var(--background)"
/>
</ReactFlow>
);
}
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function CircleNode({ data }: { data: { label: string; active: boolean } }) {
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return (
<>
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{data.active && (
<ShineBorder
className="rounded-full"
shineColor={["#A07CFE", "#FE8FB5", "#FFBE7B"]}
/>
)}
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<div className="flex h-10 w-10 items-center justify-center rounded-full border bg-[var(--xy-node-background-color-default)]">
<p className="text-xs">{data.label}</p>
</div>
{data.label === "Start" && (
<Handle
className="invisible"
type="source"
position={Position.Right}
id="right"
/>
)}
{data.label === "End" && (
<Handle
className="invisible"
type="target"
position={Position.Top}
id="top"
/>
)}
</>
);
}
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function AgentNode({
data,
id,
}: {
data: { icon?: LucideIcon; label: string; active: boolean };
id: string;
}) {
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return (
<>
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{data.active && (
<ShineBorder
shineColor={["#A07CFE", "#FE8FB5", "#FFBE7B"]}
className="rounded-[2px]"
/>
)}
<div
id={id}
className="relative flex w-full items-center justify-center text-xs"
>
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<div className="flex items-center gap-2">
{data.icon && <data.icon className="h-[1rem] w-[1rem]" />}
<span>{data.label}</span>
</div>
</div>
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<Handle
className="invisible"
type="source"
position={Position.Left}
id="left"
/>
<Handle
className="invisible"
type="source"
position={Position.Right}
id="right"
/>
<Handle
className="invisible"
type="source"
position={Position.Top}
id="top"
/>
<Handle
className="invisible"
type="source"
position={Position.Bottom}
id="bottom"
/>
<Handle
className="invisible"
type="target"
position={Position.Left}
id="left"
/>
<Handle
className="invisible"
type="target"
position={Position.Right}
id="right"
/>
<Handle
className="invisible"
type="target"
position={Position.Top}
id="top"
/>
<Handle
className="invisible"
type="target"
position={Position.Bottom}
id="bottom"
/>
</>
);
}