| "use client"; |
|
|
| 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 exploreβ¦" |
| /> |
| <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">π 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" }}> |
| π {e.label} β {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">π§ Graph Reasoning Path</div> |
| <div className="prose"> |
| <p> |
| <strong>1. Entry Points:</strong> The query identified two key entities β{" "} |
| <code>Scott Derrickson</code> and <code>Ed Wood</code>. |
| </p> |
| <p> |
| <strong>2. Traversal:</strong> Following BORN_IN relationships: |
| Scott Derrickson β Denver, CO β United States; |
| Ed Wood β Poughkeepsie, NY β 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 β both directors are American. |
| The graph reasoning path provides explicit, traceable evidence for the answer. |
| </p> |
| </div> |
| </div> |
| </div> |
| ); |
| } |
|
|