import { useState, useRef, useEffect, useMemo } from 'react'; import ReactMarkdown from 'react-markdown'; import remarkGfm from 'remark-gfm'; import { BarChart, Bar, LineChart, Line, PieChart, Pie, ScatterChart, Scatter, ZAxis, FunnelChart, Funnel, LabelList, RadarChart, Radar, PolarGrid, PolarAngleAxis, PolarRadiusAxis, Cell, XAxis, YAxis, CartesianGrid, Tooltip, Legend, ResponsiveContainer, } from 'recharts'; import './App.css'; const API = import.meta.env.VITE_API_URL ?? 'http://localhost:8000'; const CHART_COLORS = [ '#6366f1', '#34d399', '#f472b6', '#fbbf24', '#60a5fa', '#a78bfa', '#fb923c', ]; const HISTORY_KEY = 'dataflow_history'; const MAX_HISTORY = 5; const PIPELINE_NODES = [ { id: 'context', label: 'Context', match: 'analysis directive specialist', icon: '◈', color: '#6366f1' }, { id: 'cleaner', label: 'Cleaner', match: 'data quality inspector', icon: '✧', color: '#60a5fa' }, { id: 'prompt', label: 'Prompt Eng', match: 'data analysis prompt engineer', icon: '✦', color: '#8b5cf6' }, { id: 'analyst', label: 'Analyst', match: 'senior data analyst', icon: '⬡', color: '#34d399' }, { id: 'formatter', label: 'Formatter', match: 'structured output specialist', icon: '◉', color: '#f472b6' }, { id: 'qa', label: 'QA Critic', match: 'analysis quality critic', icon: '◎', color: '#fb923c' }, ]; // ── Helpers ─────────────────────────────────────────────────────────────────── function detectAgentIndex(line) { const l = line.toLowerCase(); for (let i = 0; i < PIPELINE_NODES.length; i++) { if (l.includes(PIPELINE_NODES[i].match)) return i; } return -1; } function loadHistory() { try { return JSON.parse(localStorage.getItem(HISTORY_KEY) || '[]'); } catch { return []; } } function saveHistory(entries) { try { localStorage.setItem(HISTORY_KEY, JSON.stringify(entries)); } catch {} } function timeAgo(ts) { const diff = Date.now() - new Date(ts).getTime(); const m = Math.floor(diff / 60000); if (m < 1) return 'just now'; if (m < 60) return `${m}m ago`; const h = Math.floor(m / 60); if (h < 24) return `${h}h ago`; return `${Math.floor(h / 24)}d ago`; } function getLogClass(line) { const l = line.toLowerCase(); if (l.startsWith('[rotate]') || l.startsWith('[retry]')) return 'log-rotate'; if ( l.startsWith('[error]') || l.includes('traceback') || l.includes('exception') ) return 'log-error'; if (l.includes('warning') || l.includes('warn')) return 'log-warn'; if ( detectAgentIndex(line) !== -1 && (l.includes('agent:') || l.includes('# agent') || l.includes('working agent')) ) return 'log-agent-header'; if ( l.includes('agent:') || l.includes('task:') || l.includes('> entering') || l.includes('crew') ) return 'log-agent'; if ( l.includes('final answer') || l.includes('completed') || l.includes('finished') ) return 'log-success'; if ( l.includes('thought:') || l.includes('action:') || l.includes('observation:') ) return 'log-step'; return ''; } function encodeShare(str) { try { return btoa(unescape(encodeURIComponent(str))); } catch { return ''; } } function decodeShare(str) { try { return decodeURIComponent(escape(atob(str))); } catch { return null; } } function parseResult(content) { try { const parsed = JSON.parse(content.trim()); const STRUCTURED_TYPES = ['chart', 'report', 'code', 'table', 'metrics']; if (STRUCTURED_TYPES.includes(parsed.output_type)) return { type: 'structured', data: parsed }; return { type: 'json', data: parsed }; } catch {} const lines = content .trim() .split('\n') .filter((l) => l.trim()); if (lines.length >= 2) { const cols = lines[0].split(',').length; if ( cols > 1 && lines.slice(1, 5).every((l) => l.split(',').length === cols) ) return { type: 'csv', data: content }; } return { type: 'text', data: content }; } function triggerDownload(filename, content) { const blob = new Blob([content], { type: 'text/plain;charset=utf-8' }); const url = URL.createObjectURL(blob); const a = document.createElement('a'); a.href = url; a.download = filename; a.click(); URL.revokeObjectURL(url); } // ── Typewriter hook ─────────────────────────────────────────────────────────── function useTypewriter(text, speed = 10) { const [displayed, setDisplayed] = useState(''); const [done, setDone] = useState(false); const prevRef = useRef(''); useEffect(() => { if (!text) { setDisplayed(''); setDone(false); return; } if (text === prevRef.current) return; prevRef.current = text; setDisplayed(''); setDone(false); let i = 0; const id = setInterval(() => { i++; setDisplayed(text.slice(0, i)); if (i >= text.length) { setDone(true); clearInterval(id); } }, speed); return () => clearInterval(id); }, [text, speed]); return { displayed, done }; } // ── Pipeline diagram ────────────────────────────────────────────────────────── function PipelineDiagram({ logs, status }) { const seen = useMemo(() => { const s = new Set(); for (const line of logs) { const idx = detectAgentIndex(line); if (idx !== -1) s.add(idx); } return s; }, [logs]); const activeIdx = useMemo(() => { if (status !== 'running') return -1; for (let i = logs.length - 1; i >= 0; i--) { const idx = detectAgentIndex(logs[i]); if (idx !== -1) return idx; } return status === 'running' ? 0 : -1; }, [logs, status]); const items = []; PIPELINE_NODES.forEach((node, i) => { const isActive = activeIdx === i; const isDone = seen.has(i) && (status === 'done' || (activeIdx !== -1 && activeIdx > i)); const isLit = isActive || isDone; items.push(
{isDone ? '✓' : node.icon} {node.label}
, ); if (i < PIPELINE_NODES.length - 1) { items.push(
, ); } }); return
{items}
; } // ── Download popup ──────────────────────────────────────────────────────────── function DownloadPopup({ parsed, onClose }) { const options = []; if (parsed.type === 'structured') { const d = parsed.data; const reportMd = [ `# ${d.chart_title || 'Analysis Report'}`, `\n## Summary\n${d.summary}`, `\n## Findings\n${d.findings.map((f) => `- ${f}`).join('\n')}`, `\n## Recommendations\n${d.recommendations.map((r) => `- ${r}`).join('\n')}`, ].join('\n'); options.push({ icon: '{}', label: 'Full JSON', ext: 'json', content: JSON.stringify(d, null, 2) }); options.push({ icon: '📝', label: 'Report (Markdown)', ext: 'md', content: reportMd }); if (d.data_points?.length) { const csv = ['label,value,category,x_value', ...d.data_points.map((p) => `${p.label},${p.value},${p.category ?? ''},${p.x_value ?? ''}`)]; options.push({ icon: '⊞', label: 'Chart Data (CSV)', ext: 'csv', content: csv.join('\n') }); } if (d.code_blocks?.length) { const ext = { python: 'py', sql: 'sql', bash: 'sh', r: 'r', javascript: 'js' }; d.code_blocks.forEach((b, i) => { options.push({ icon: '{ }', label: `Code: ${b.title}`, ext: ext[b.language] ?? 'txt', content: b.code }); }); } if (d.table_headers?.length) { const csv = [d.table_headers.join(','), ...d.table_rows.map((r) => r.join(','))]; options.push({ icon: '⊞', label: 'Table (CSV)', ext: 'csv', content: csv.join('\n') }); } if (d.metrics?.length) { const csv = ['label,value,unit,trend,change,context', ...d.metrics.map((m) => `${m.label},${m.value},${m.unit ?? ''},${m.trend ?? ''},${m.change ?? ''},${m.context ?? ''}`)]; options.push({ icon: '◈', label: 'Metrics (CSV)', ext: 'csv', content: csv.join('\n') }); } if (d.comparison_rows?.length) { const csv = [`metric,${d.comparison_a_label || 'A'},${d.comparison_b_label || 'B'},winner`, ...d.comparison_rows.map((r) => `${r.metric},${r.value_a},${r.value_b},${r.winner ?? ''}`)]; options.push({ icon: '⇌', label: 'Comparison (CSV)', ext: 'csv', content: csv.join('\n') }); } if (d.heatmap_values?.length) { const header = ['', ...(d.heatmap_col_labels ?? [])].join(','); const dataRows = (d.heatmap_row_labels ?? []).map((r, i) => [r, ...(d.heatmap_values[i] ?? [])].join(',') ); options.push({ icon: '▦', label: 'Heatmap (CSV)', ext: 'csv', content: [header, ...dataRows].join('\n') }); } } else if (parsed.type === 'json') { options.push({ icon: '{}', label: 'JSON', ext: 'json', content: JSON.stringify(parsed.data, null, 2), }); } else if (parsed.type === 'csv') { options.push({ icon: '⊞', label: 'CSV', ext: 'csv', content: parsed.data }); } options.push({ icon: '📄', label: 'Plain Text', ext: 'txt', content: typeof parsed.data === 'string' ? parsed.data : JSON.stringify(parsed.data, null, 2), }); return (
e.stopPropagation()}>
Download Result
{options.map((opt, i) => ( ))}
); } // ── Chart renderer ──────────────────────────────────────────────────────────── function ChartView({ data, overrideType }) { const points = data.data_points ?? []; const chartType = overrideType || data.chart_type; const chartData = points.map((p) => ({ name: p.label, value: p.value, x: p.x_value ?? null, category: p.category, })); const tooltipStyle = { background: '#13141a', border: '1px solid #1e2030', borderRadius: 8, fontSize: 12, }; if (chartType === 'pie') { return ( `${name} ${(percent * 100).toFixed(0)}%` } labelLine={false}> {chartData.map((_, i) => ( ))} ); } if (chartType === 'scatter') { const scatterData = chartData.map((p) => ({ x: p.x ?? 0, y: p.value, name: p.name, })); return ( { if (!payload?.length) return null; const d = payload[0].payload; return (

{d.name}

{data.x_axis_label}: {d.x}

{data.y_axis_label}: {d.y}

); }} />
); } if (chartType === 'line') { return ( ); } if (chartType === 'funnel') { const funnelData = chartData.map((d, i) => ({ ...d, fill: CHART_COLORS[i % CHART_COLORS.length], })); return ( ); } if (chartType === 'radar') { const radarData = points.map((p) => ({ subject: p.label, value: p.value, value2: p.value2 ?? null, })); const hasB = radarData.some((d) => d.value2 != null); return ( {hasB && ( )} ); } // Default: bar return ( {chartData.map((_, i) => ( ))} ); } // ── Data table for chart points ─────────────────────────────────────────────── function DataPointTable({ data }) { const points = data.data_points ?? []; const hasCategory = points.some((p) => p.category); const hasX = points.some((p) => p.x_value != null); return (
{hasX && } {hasCategory && } {points.map((p, i) => ( {hasX && } {hasCategory && } ))}
{data.x_axis_label || 'Label'}X Value{data.y_axis_label || 'Value'}Category
{p.label}{p.x_value?.toLocaleString() ?? '—'}{p.value.toLocaleString()}{p.category ?? '—'}
); } // ── Result views ────────────────────────────────────────────────────────────── function StructuredReport({ data }) { const { displayed: sumDisplayed, done: sumDone } = useTypewriter(data.summary, 10); const hasChart = data.output_type === 'chart' && data.data_points?.length > 0; const hasCode = data.output_type === 'code' && data.code_blocks?.length > 0; const hasMetrics = data.output_type === 'metrics' && data.metrics?.length > 0; const hasTable = data.output_type === 'table' && data.table_headers?.length > 0; const hasComparison = data.output_type === 'comparison' && data.comparison_rows?.length > 0; const hasHeatmap = data.output_type === 'heatmap' && data.heatmap_values?.length > 0; return (
{hasChart && (
{data.chart_title &&

{data.chart_title}

}
)} {hasMetrics && (
)} {hasCode && (
)} {hasTable && (
)} {hasComparison && (
)} {hasHeatmap && (
)}
{sumDisplayed} {!sumDone && }
{data.findings?.length > 0 && (

Findings

    {data.findings.map((f, i) => (
  • {f}
  • ))}
)} {data.recommendations?.length > 0 && (

Recommendations

    {data.recommendations.map((r, i) => (
  • {r}
  • ))}
)}
); } function ResultView({ parsed }) { if (parsed.type === 'structured') return ; if (parsed.type === 'json') return (
				{JSON.stringify(parsed.data, null, 2)}
			
); if (parsed.type === 'csv') { const lines = parsed.data .trim() .split('\n') .filter((l) => l.trim()); const headers = lines[0] .split(',') .map((h) => h.trim().replace(/^"|"$/g, '')); const rows = lines .slice(1) .map((l) => l.split(',').map((c) => c.trim().replace(/^"|"$/g, ''))); return (
{headers.map((h, i) => ( ))} {rows.map((row, i) => ( {row.map((c, j) => ( ))} ))}
{h}
{c}
); } return (
{parsed.data}
); } // ── History drawer ──────────────────────────────────────────────────────────── const TYPE_COLORS = { chart: '#a78bfa', report: '#34d399', json: '#60a5fa', csv: '#fbbf24', text: '#94a3b8', }; function HistoryDrawer({ history, onSelect, onClose }) { return (
e.stopPropagation()}>
Session History
{history.length === 0 ? (
No saved sessions yet. Complete an analysis to save it.
) : ( history.map((entry) => { const c = TYPE_COLORS[entry.resultType] || '#94a3b8'; return ( ); }) )}
); } // ── Code view ───────────────────────────────────────────────────────────────── const LANG_COLORS = { python: '#3b82f6', sql: '#f59e0b', bash: '#34d399', r: '#a78bfa', javascript: '#fbbf24', }; function CodeView({ data }) { const blocks = data.code_blocks ?? []; const [copied, setCopied] = useState(null); function copyBlock(code, i) { navigator.clipboard.writeText(code).then(() => { setCopied(i); setTimeout(() => setCopied(null), 1500); }); } return (
{blocks.map((block, i) => (
{block.language} {block.title}
{block.code}
))}
); } // ── Metrics view ────────────────────────────────────────────────────────────── const TREND_ICON = { up: '↑', down: '↓', neutral: '→' }; const TREND_COLOR = { up: '#34d399', down: '#f87171', neutral: '#6b7280' }; function MetricsView({ data }) { const items = data.metrics ?? []; return (
{items.map((m, i) => { const tc = TREND_COLOR[m.trend] ?? '#6b7280'; const ti = TREND_ICON[m.trend] ?? ''; return (
{m.label}
{m.value} {m.unit && {m.unit}}
{(m.trend || m.change) && (
{ti && {ti}} {m.change && {m.change}} {m.context && {m.context}}
)}
); })}
); } // ── Table output view ───────────────────────────────────────────────────────── function TableOutputView({ data }) { const headers = data.table_headers ?? []; const rows = data.table_rows ?? []; return (
{headers.map((h, i) => )} {rows.map((row, i) => ( {row.map((cell, j) => )} ))}
{h}
{cell}
); } // ── Comparison view ─────────────────────────────────────────────────────────── function ComparisonView({ data }) { const rows = data.comparison_rows ?? []; const aLabel = data.comparison_a_label || 'A'; const bLabel = data.comparison_b_label || 'B'; const aWins = rows.filter((r) => r.winner === 'a').length; const bWins = rows.filter((r) => r.winner === 'b').length; return (
{aLabel}
{bLabel}
{rows.map((row, i) => (
{row.metric}
{row.winner === 'a' && } {row.value_a}
{row.winner === 'b' && } {row.value_b}
))} {rows.length > 0 && (
{aLabel}: {aWins} wins {bLabel}: {bWins} wins {rows.length - aWins - bWins > 0 && ( {rows.length - aWins - bWins} ties )}
)}
); } // ── Heatmap view ────────────────────────────────────────────────────────────── function HeatmapView({ data }) { const rows = data.heatmap_row_labels ?? []; const cols = data.heatmap_col_labels ?? []; const values = data.heatmap_values ?? []; const flat = values.flat().filter((v) => typeof v === 'number'); const min = flat.length ? Math.min(...flat) : 0; const max = flat.length ? Math.max(...flat) : 1; function colorFor(v) { const t = max === min ? 0.5 : (v - min) / (max - min); const r = Math.round(60 + t * 190); const g = Math.round(70 - t * 30); const b = Math.round(241 - t * 180); return `rgba(${r},${g},${b},${0.3 + t * 0.6})`; } return (
{data.heatmap_title &&

{data.heatmap_title}

}
{cols.map((c, j) => (
{c}
))} {rows.map((r, i) => ( <>
{r}
{cols.map((_, j) => { const v = values[i]?.[j] ?? 0; return (
{v.toLocaleString(undefined, { maximumFractionDigits: 1 })}
); })} ))}
); } // ── Artifacts panel (full chart view + type switcher + data table) ──────────── const CHART_TYPES = [ { id: 'bar', label: '▬ Bar' }, { id: 'line', label: '╱ Line' }, { id: 'pie', label: '◔ Pie' }, { id: 'scatter', label: '⁘ Scatter' }, { id: 'funnel', label: '⯆ Funnel' }, { id: 'radar', label: '⬡ Radar' }, ]; function ArtifactsPanel({ parsed, onDownload }) { const data = parsed.data; const otype = data.output_type; // chart-specific state const [viewType, setViewType] = useState(data.chart_type || 'bar'); const [artifactTab, setArtifactTab] = useState( otype === 'code' ? 'code' : otype === 'metrics' ? 'metrics' : otype === 'table' ? 'table' : otype === 'comparison' ? 'comparison' : otype === 'heatmap' ? 'heatmap' : 'chart' ); const hasScatterData = data.data_points?.some((p) => p.x_value != null); const hasRadarB = data.data_points?.some((p) => p.value2 != null); const availableTypes = CHART_TYPES.filter((t) => { if (t.id === 'scatter') return hasScatterData; if (t.id === 'radar') return (data.data_points?.length ?? 0) >= 3; if (t.id === 'pie') return (data.data_points?.length ?? 0) <= 6; if (t.id === 'funnel') return (data.data_points?.length ?? 0) >= 2; return true; }); const badgeLabel = { chart: 'CHART', code: 'CODE', table: 'TABLE', metrics: 'METRICS', comparison: 'COMPARE', heatmap: 'HEATMAP', }[otype] ?? otype.toUpperCase(); const footerInfo = otype === 'chart' ? `${data.data_points?.length} data points · ${viewType} view` : otype === 'code' ? `${data.code_blocks?.length} block(s)` : otype === 'table' ? `${data.table_rows?.length} rows · ${data.table_headers?.length} cols` : otype === 'metrics' ? `${data.metrics?.length} metrics` : otype === 'comparison' ? `${data.comparison_rows?.length} metrics compared` : otype === 'heatmap' ? `${data.heatmap_row_labels?.length} × ${data.heatmap_col_labels?.length} matrix` : ''; return (
{badgeLabel} {otype === 'chart' && (
{availableTypes.map((t) => ( ))}
)}
{otype === 'chart' && (
{['chart', 'table', 'stats'].map((tab) => ( ))}
)}
{otype === 'code' && } {otype === 'metrics' && } {otype === 'table' && } {otype === 'comparison' && } {otype === 'heatmap' && } {otype === 'chart' && ( <> {artifactTab === 'chart' && ( <> {data.chart_title &&

{data.chart_title}

} {data.x_axis_label &&

X: {data.x_axis_label} · Y: {data.y_axis_label}

} )} {artifactTab === 'table' && } {artifactTab === 'stats' && (
{data.data_points.map((p, i) => (
{p.label} {p.value.toLocaleString()} {p.category && {p.category}}
))}
)} )}
{footerInfo}
); } // ── File preview panel ──────────────────────────────────────────────────────── function FilePreviewPanel({ previews, files }) { const [expanded, setExpanded] = useState(true); const entries = files.filter((f) => previews[f.name]); if (entries.length === 0) return null; return (
setExpanded((v) => !v)}> File Preview {expanded ? '▾' : '▸'}
{expanded && entries.map((f, i) => (
{f.name}
{previews[f.name]}
))}
); } // ── Main app ────────────────────────────────────────────────────────────────── export default function App() { const [context, setContext] = useState(''); const [files, setFiles] = useState([]); const [logs, setLogs] = useState([]); const [result, setResult] = useState(null); const [status, setStatus] = useState('idle'); const [showLog, setShowLog] = useState(true); const [activeTab, setActiveTab] = useState('logs'); const [showDownload, setShowDownload] = useState(false); const [showHistory, setShowHistory] = useState(false); const [history, setHistory] = useState(() => loadHistory()); const [filePreviews, setFilePreviews] = useState({}); const [shareCopied, setShareCopied] = useState(false); const logEndRef = useRef(null); const fileInputRef = useRef(null); const abortRef = useRef(null); const analyzeRef = useRef(null); useEffect(() => { if (activeTab === 'logs') logEndRef.current?.scrollIntoView({ behavior: 'smooth' }); }, [logs, activeTab]); // Load shared result from URL hash on mount useEffect(() => { const hash = window.location.hash; if (hash.startsWith('#r=')) { const decoded = decodeShare(hash.slice(3)); if (decoded) { setResult(decoded); setStatus('done'); setActiveTab('result'); } } }, []); // Read file previews when files change useEffect(() => { if (files.length === 0) { setFilePreviews({}); return; } files.forEach((f) => { if (filePreviews[f.name]) return; if (f.type === 'application/pdf') { setFilePreviews((p) => ({ ...p, [f.name]: '(PDF — preview not available)' })); return; } f.text() .then((text) => { const lines = text.split('\n').slice(0, 8).join('\n'); const preview = lines.length > 500 ? lines.slice(0, 500) + '…' : lines; setFilePreviews((p) => ({ ...p, [f.name]: preview })); }) .catch(() => setFilePreviews((p) => ({ ...p, [f.name]: '(preview unavailable)' }))); }); }, [files]); // eslint-disable-line // Keyboard shortcuts useEffect(() => { function onKeyDown(e) { if (e.key === 'Escape') { setShowDownload(false); setShowHistory(false); } if ((e.ctrlKey || e.metaKey) && e.key === 'Enter') { e.preventDefault(); analyzeRef.current?.(); } } window.addEventListener('keydown', onKeyDown); return () => window.removeEventListener('keydown', onKeyDown); }, []); useEffect(() => { if (result) setActiveTab('result'); }, [result]); // Save completed run to history useEffect(() => { if (status !== 'done' || !result) return; const p = parseResult(result); const entry = { id: Date.now(), timestamp: new Date().toISOString(), context, fileName: files.length > 0 ? files.map((f) => f.name).join(', ') : null, result, logCount: logs.length, resultType: p.type === 'structured' ? p.data.output_type : p.type, }; const updated = [entry, ...history].slice(0, MAX_HISTORY); setHistory(updated); saveHistory(updated); }, [status]); // eslint-disable-line const parsed = result ? parseResult(result) : null; const hasChart = parsed?.type === 'structured' && parsed.data?.output_type === 'chart' && parsed.data?.data_points?.length > 0; const hasArtifacts = parsed?.type === 'structured' && ['chart', 'code', 'table', 'metrics', 'comparison', 'heatmap'].includes(parsed.data?.output_type); async function handleAnalyze(isAutoRetry = false) { if (!context.trim() || (status === 'running' && !isAutoRetry)) return; const controller = new AbortController(); abortRef.current = controller; if (isAutoRetry) { setLogs((prev) => [ ...prev, '[RETRY] All providers rate-limited. Auto-retrying in 10s…', ]); await new Promise((r) => setTimeout(r, 10000)); if (controller.signal.aborted) return; } setLogs(isAutoRetry ? (prev) => [...prev] : []); setResult(null); setActiveTab('logs'); setStatus('running'); setShowLog(true); const form = new FormData(); form.append('context', context); files.forEach((f) => form.append('files', f)); let gotResult = false; try { const res = await fetch(`${API}/analyze`, { method: 'POST', body: form, signal: controller.signal, }); if (!res.ok) { let msg = `Server returned ${res.status}`; try { const j = await res.json(); if (j.error) msg = j.error; } catch {} setLogs((prev) => [...prev, `[ERROR] ${msg}`]); setStatus('error'); return; } const reader = res.body.getReader(); const decoder = new TextDecoder(); let buf = ''; while (true) { const { done, value } = await reader.read(); if (done) break; buf += decoder.decode(value, { stream: true }); const lines = buf.split('\n'); buf = lines.pop(); for (const raw of lines) { if (!raw.startsWith('data: ')) continue; let payload; try { payload = JSON.parse(raw.slice(6)); } catch { continue; } if (payload === '__DONE__') { if (!gotResult && !isAutoRetry) { // All rotations exhausted — auto-retry once handleAnalyze(true); } else { setStatus(gotResult ? 'done' : 'error'); } return; } if (payload?.type === 'result') { gotResult = true; setResult(payload.content); } else { setLogs((prev) => [...prev, payload]); } } } setStatus('done'); } catch (err) { if (err.name !== 'AbortError') { setLogs((prev) => [...prev, `[ERROR] ${err.message}`]); setStatus('error'); } } } // Keep ref in sync so keyboard shortcut always calls latest version analyzeRef.current = handleAnalyze; function shareResult() { if (!result) return; const encoded = encodeShare(result); const base = window.location.href.split('#')[0]; const url = base + '#r=' + encoded; window.location.hash = 'r=' + encoded; navigator.clipboard.writeText(url).then(() => { setShareCopied(true); setTimeout(() => setShareCopied(false), 2000); }); } function handleReset() { setLogs([]); setResult(null); setStatus('idle'); setActiveTab('logs'); setFiles([]); setFilePreviews({}); setContext(''); if (fileInputRef.current) fileInputRef.current.value = ''; window.location.hash = ''; } function handleHistorySelect(entry) { setContext(entry.context); setResult(entry.result); setLogs([]); setStatus('done'); setActiveTab('result'); setFiles([]); setShowHistory(false); } return (
DataFlow
AI Agent Pipeline

What do you want to analyze?

Describe your dataset and the question you want answered. The agent pipeline will interpret your request, clean the data, and extract insights.