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import { useState, useMemo, useCallback } from "react";
interface GraphNode {
id: string;
label: string;
type: string;
x: number;
y: number;
}
interface GraphEdge {
source: string;
target: string;
label: string;
}
const TYPE_COLORS: Record<string, string> = {
PERSON: "#FF6B6B",
ORGANIZATION: "#4ECDC4",
LOCATION: "#45B7D1",
EVENT: "#FFA07A",
DATE: "#98D8C8",
CONCEPT: "#AED6F1",
WORK: "#F9E79F",
QUERY: "#FF6B00",
};
const DEMO_NODES: GraphNode[] = [
{ id: "q", label: "Query", type: "QUERY", x: 400, y: 60 },
{ id: "sd", label: "Scott Derrickson", type: "PERSON", x: 200, y: 180 },
{ id: "ew", label: "Ed Wood", type: "PERSON", x: 600, y: 180 },
{ id: "us", label: "United States", type: "LOCATION", x: 400, y: 300 },
{ id: "denver", label: "Denver, CO", type: "LOCATION", x: 150, y: 320 },
{ id: "pough", label: "Poughkeepsie, NY", type: "LOCATION", x: 650, y: 320 },
{ id: "sinister", label: "Sinister (2012)", type: "WORK", x: 100, y: 200 },
{ id: "planNine", label: "Plan 9 from Outer Space", type: "WORK", x: 700, y: 200 },
{ id: "horror", label: "Horror Genre", type: "CONCEPT", x: 400, y: 420 },
];
const DEMO_EDGES: GraphEdge[] = [
{ source: "q", target: "sd", label: "FOUND" },
{ source: "q", target: "ew", label: "FOUND" },
{ source: "sd", target: "denver", label: "BORN_IN" },
{ source: "ew", target: "pough", label: "BORN_IN" },
{ source: "denver", target: "us", label: "LOCATED_IN" },
{ source: "pough", target: "us", label: "LOCATED_IN" },
{ source: "sd", target: "sinister", label: "DIRECTED" },
{ source: "ew", target: "planNine", label: "DIRECTED" },
{ source: "sinister", target: "horror", label: "GENRE" },
{ source: "planNine", target: "horror", label: "GENRE" },
];
export function GraphExplorer() {
const [query, setQuery] = useState("Were Scott Derrickson and Ed Wood of the same nationality?");
const [selectedNode, setSelectedNode] = useState<string | null>(null);
const [hops, setHops] = useState(2);
const [nodes] = useState(DEMO_NODES);
const [edges] = useState(DEMO_EDGES);
const nodeMap = useMemo(() => {
const map: Record<string, GraphNode> = {};
nodes.forEach((n) => { map[n.id] = n; });
return map;
}, [nodes]);
const selectedInfo = selectedNode ? nodeMap[selectedNode] : null;
return (
<div>
{/* Controls */}
<div className="card mb-6">
<div className="display-sm mb-4">Knowledge Graph Explorer</div>
<p className="body-sm mb-4" style={{ color: "#6c6a64" }}>
Visualize how GraphRAG traverses the knowledge graph to find answers.
Click on nodes to inspect entity details.
</p>
<div className="flex flex-col md:flex-row gap-4">
<input
className="input flex-1"
value={query}
onChange={(e) => setQuery(e.target.value)}
placeholder="Enter a question to explore…"
/>
<div className="flex items-center gap-3">
<label className="caption whitespace-nowrap">
Hops: <strong>{hops}</strong>
<input type="range" min={1} max={4} step={1} value={hops}
onChange={(e) => setHops(+e.target.value)}
className="ml-2 w-20 accent-[#FF6B00]" />
</label>
<button className="btn btn-primary">🔍 Explore</button>
</div>
</div>
</div>
<div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
{/* Graph Visualization */}
<div className="card lg:col-span-2" style={{ padding: "16px", minHeight: "500px" }}>
<svg
viewBox="0 0 800 480"
style={{ width: "100%", height: "100%", minHeight: "460px" }}
>
{/* Edges */}
{edges.map((edge, i) => {
const s = nodeMap[edge.source];
const t = nodeMap[edge.target];
if (!s || !t) return null;
const mx = (s.x + t.x) / 2;
const my = (s.y + t.y) / 2;
return (
<g key={`edge-${i}`}>
<line
x1={s.x} y1={s.y} x2={t.x} y2={t.y}
stroke="#e6dfd8"
strokeWidth={selectedNode && (edge.source === selectedNode || edge.target === selectedNode) ? 2.5 : 1.5}
strokeOpacity={selectedNode && edge.source !== selectedNode && edge.target !== selectedNode ? 0.3 : 0.8}
/>
<text x={mx} y={my - 6} textAnchor="middle" fontSize="9" fill="#8e8b82"
fontFamily="var(--font-mono)">
{edge.label}
</text>
</g>
);
})}
{/* Nodes */}
{nodes.map((node) => {
const color = TYPE_COLORS[node.type] || "#AED6F1";
const isSelected = selectedNode === node.id;
const r = isSelected ? 24 : 18;
return (
<g
key={node.id}
className="graph-node cursor-pointer"
onClick={() => setSelectedNode(isSelected ? null : node.id)}
>
{/* Glow on select */}
{isSelected && (
<circle cx={node.x} cy={node.y} r={r + 8} fill={color} opacity={0.15} />
)}
<circle
cx={node.x} cy={node.y} r={r}
fill={color}
stroke="white" strokeWidth="2.5"
opacity={selectedNode && !isSelected ? 0.5 : 1}
/>
<text
x={node.x} y={node.y + r + 14}
textAnchor="middle"
fontSize={isSelected ? "12" : "10"}
fontWeight={isSelected ? "600" : "400"}
fill="#141413"
fontFamily="var(--font-sans)"
>
{node.label}
</text>
</g>
);
})}
</svg>
</div>
{/* Info Panel */}
<div className="flex flex-col gap-4">
{/* Node Details */}
<div className="card-dark">
<div className="caption-uppercase" style={{ color: "#a09d96" }}>Node Details</div>
{selectedInfo ? (
<div className="mt-3">
<div className="title-md" style={{ color: "#faf9f5" }}>{selectedInfo.label}</div>
<span className="badge mt-2" style={{
background: TYPE_COLORS[selectedInfo.type] || "#AED6F1",
color: "white",
fontSize: "0.6875rem",
}}>
{selectedInfo.type}
</span>
<div className="body-sm mt-3" style={{ color: "#a09d96" }}>
Connected to {edges.filter(
(e) => e.source === selectedInfo.id || e.target === selectedInfo.id
).length} other nodes
</div>
<div className="mt-3">
<div className="caption" style={{ color: "#a09d96" }}>Connections:</div>
{edges
.filter((e) => e.source === selectedInfo.id || e.target === selectedInfo.id)
.map((e, i) => {
const other = e.source === selectedInfo.id ? e.target : e.source;
return (
<div key={i} className="body-sm mt-1" style={{ color: "#faf9f5", fontFamily: "var(--font-mono)", fontSize: "0.75rem" }}>
🔗 {e.label} → {nodeMap[other]?.label || other}
</div>
);
})}
</div>
</div>
) : (
<p className="body-sm mt-3" style={{ color: "#a09d96" }}>
Click a node on the graph to see its details.
</p>
)}
</div>
{/* Graph Stats */}
<div className="card-cream">
<div className="caption-uppercase mb-3">Graph Statistics</div>
{[
{ label: "Nodes", value: nodes.length },
{ label: "Edges", value: edges.length },
{ label: "Avg Degree", value: (edges.length * 2 / nodes.length).toFixed(1) },
{ label: "Entity Types", value: new Set(nodes.map((n) => n.type)).size },
{ label: "Hops Traversed", value: hops },
].map((s, i) => (
<div key={i} className="flex justify-between items-center py-2" style={{ borderBottom: i < 4 ? "1px solid var(--color-hairline-soft)" : "none" }}>
<span className="body-sm">{s.label}</span>
<span className="title-sm" style={{ fontFamily: "var(--font-mono)" }}>{s.value}</span>
</div>
))}
</div>
{/* Legend */}
<div className="card" style={{ padding: "16px" }}>
<div className="caption-uppercase mb-2">Entity Types</div>
<div className="grid grid-cols-2 gap-2">
{Object.entries(TYPE_COLORS).map(([type, color]) => (
<div key={type} className="flex items-center gap-2">
<div className="w-3 h-3 rounded-full" style={{ background: color }} />
<span className="body-sm">{type}</span>
</div>
))}
</div>
</div>
</div>
</div>
{/* Reasoning Explanation */}
<div className="card-cream mt-6">
<div className="title-md mb-3">🧠 Graph Reasoning Path</div>
<div className="prose">
<p>
<strong>1. Entry Points:</strong> The query identified two key entities —{" "}
<code>Scott Derrickson</code> and <code>Ed Wood</code>.
</p>
<p>
<strong>2. Traversal:</strong> Following BORN_IN relationships:
Scott Derrickson → Denver, CO → United States;
Ed Wood → Poughkeepsie, NY → United States.
</p>
<p>
<strong>3. Evidence:</strong> Both paths converge at <code>United States</code>,
confirming shared nationality through 2-hop graph traversal.
</p>
<p>
<strong>4. Conclusion:</strong> Yes — both directors are American.
The graph reasoning path provides explicit, traceable evidence for the answer.
</p>
</div>
</div>
</div>
);
}
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