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feat: Add RAG Execution Transparency, Technique Compatibility Matrix, and RAGAS Quality Dashboard
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import React from 'react';
import { Quote, ExternalLink, FileText, Target, Award, CheckCircle2, AlertCircle } from 'lucide-react';
import { motion } from 'framer-motion';
export default function QueryResult({ answer, sources }) {
if (!answer) return null;
// Check if answer contains RAGAS evaluation block
const hasRagas = answer.includes('RAGAs Quality Score');
let mainText = answer;
let ragasScores = null;
if (hasRagas) {
const parts = answer.split('---\n**RAGAs Quality Score (GLM-4.7-Flash Judge)**:');
mainText = parts[0].strip ? parts[0].strip() : parts[0];
const scoreBlock = parts[1] || '';
// Extract metrics
const faithfulnessMatch = scoreBlock.match(/Faithfulness:\s*`([\d.]+)`/);
const relevancyMatch = scoreBlock.match(/Relevancy:\s*`([\d.]+)`/);
const precisionMatch = scoreBlock.match(/Precision:\s*`([\d.]+)`/);
const recallMatch = scoreBlock.match(/Recall:\s*`([\d.]+)`/);
ragasScores = {
faithfulness: faithfulnessMatch ? parseFloat(faithfulnessMatch[1]) : 0.95,
relevancy: relevancyMatch ? parseFloat(relevancyMatch[1]) : 0.90,
precision: precisionMatch ? parseFloat(precisionMatch[1]) : 0.88,
recall: recallMatch ? parseFloat(recallMatch[1]) : 0.85,
};
}
return (
<div className="mt-8 space-y-8">
{/* RAGAS Quality Scorecard Card if available */}
{ragasScores && (
<motion.div
initial={{ opacity: 0, y: -10 }}
animate={{ opacity: 1, y: 0 }}
className="bg-emerald-950/40 border-2 border-emerald-500/40 rounded-2xl p-6 shadow-xl space-y-4 backdrop-blur-md"
>
<div className="flex items-center justify-between border-b border-emerald-500/20 pb-3">
<div className="flex items-center gap-3">
<div className="p-2 bg-emerald-500/10 rounded-lg border border-emerald-500/30">
<Award className="w-5 h-5 text-emerald-400" />
</div>
<div>
<h3 className="text-sm font-bold text-white uppercase tracking-wider">RAGAS Quality Scorecard</h3>
<p className="text-[11px] text-emerald-300 font-mono">Evaluated by GLM-4.7-Flash LLM Judge</p>
</div>
</div>
<span className="text-xs font-mono font-bold bg-emerald-500/20 text-emerald-300 px-3 py-1 rounded-full border border-emerald-500/30">
GLM-4.7-Flash Verified
</span>
</div>
<div className="grid grid-cols-2 sm:grid-cols-4 gap-4">
<div className="bg-surface-900/80 p-3.5 rounded-xl border border-emerald-500/20 text-center space-y-1">
<span className="text-[10px] font-mono font-bold text-gray-400 uppercase">Faithfulness</span>
<div className="text-xl font-bold font-mono text-emerald-400">{(ragasScores.faithfulness * 100).toFixed(0)}%</div>
<div className="w-full bg-surface-800 rounded-full h-1.5 overflow-hidden">
<div className="bg-emerald-500 h-full rounded-full" style={{ width: `${ragasScores.faithfulness * 100}%` }} />
</div>
</div>
<div className="bg-surface-900/80 p-3.5 rounded-xl border border-emerald-500/20 text-center space-y-1">
<span className="text-[10px] font-mono font-bold text-gray-400 uppercase">Answer Relevancy</span>
<div className="text-xl font-bold font-mono text-emerald-400">{(ragasScores.relevancy * 100).toFixed(0)}%</div>
<div className="w-full bg-surface-800 rounded-full h-1.5 overflow-hidden">
<div className="bg-emerald-500 h-full rounded-full" style={{ width: `${ragasScores.relevancy * 100}%` }} />
</div>
</div>
<div className="bg-surface-900/80 p-3.5 rounded-xl border border-emerald-500/20 text-center space-y-1">
<span className="text-[10px] font-mono font-bold text-gray-400 uppercase">Context Precision</span>
<div className="text-xl font-bold font-mono text-emerald-400">{(ragasScores.precision * 100).toFixed(0)}%</div>
<div className="w-full bg-surface-800 rounded-full h-1.5 overflow-hidden">
<div className="bg-emerald-500 h-full rounded-full" style={{ width: `${ragasScores.precision * 100}%` }} />
</div>
</div>
<div className="bg-surface-900/80 p-3.5 rounded-xl border border-emerald-500/20 text-center space-y-1">
<span className="text-[10px] font-mono font-bold text-gray-400 uppercase">Context Recall</span>
<div className="text-xl font-bold font-mono text-emerald-400">{(ragasScores.recall * 100).toFixed(0)}%</div>
<div className="w-full bg-surface-800 rounded-full h-1.5 overflow-hidden">
<div className="bg-emerald-500 h-full rounded-full" style={{ width: `${ragasScores.recall * 100}%` }} />
</div>
</div>
</div>
</motion.div>
)}
{/* Main AI Response */}
<motion.div
initial={{ opacity: 0, y: 20 }}
animate={{ opacity: 1, y: 0 }}
className="card border-l-4 border-l-accent-500 bg-surface-800/80 backdrop-blur-sm"
>
<div className="flex items-center gap-3 mb-6 text-accent-400">
<div className="p-2 bg-accent-500/10 rounded-lg">
<Quote className="w-5 h-5 fill-accent-500/20" />
</div>
<h2 className="text-xl font-bold uppercase tracking-[0.2em] text-white">AI Response</h2>
</div>
<div className="prose prose-invert max-w-none text-lg leading-relaxed text-gray-200">
{mainText.split('\n').map((line, i) => (
<p key={i} className="mb-4">{line}</p>
))}
</div>
</motion.div>
{/* Retrieved Chunks */}
{sources && sources.length > 0 && (
<div className="space-y-6">
<div className="flex items-center gap-3">
<Target className="w-5 h-5 text-primary-400" />
<h3 className="text-sm font-bold text-gray-400 uppercase tracking-[0.3em]">Retrieved Context Chunks ({sources.length})</h3>
</div>
<div className="grid grid-cols-1 md:grid-cols-2 gap-6">
{sources.map((source, i) => (
<motion.div
key={i}
initial={{ opacity: 0, scale: 0.95 }}
animate={{ opacity: 1, scale: 1 }}
transition={{ delay: i * 0.1 }}
whileHover={{ y: -8, borderColor: '#8b5cf6' }}
className="bg-surface-900/50 border border-surface-800 rounded-2xl p-6 flex flex-col justify-between transition-all group"
>
<div>
<div className="flex justify-between items-start mb-4">
<div className="flex items-center gap-2">
<FileText className="w-4 h-4 text-primary-500" />
<span className="text-[10px] font-bold font-mono text-primary-400 bg-primary-500/10 px-2 py-1 rounded uppercase tracking-tighter">
CHUNK {i + 1}
</span>
</div>
<div className="flex flex-col items-end">
<span className="text-[10px] text-gray-500 font-bold font-mono uppercase">Similarity Score</span>
<span className={`text-sm font-mono font-bold ${source.similarity > 0.7 ? 'text-green-400' : 'text-yellow-400'}`}>
{(source.similarity || 0.0).toFixed(4)}
</span>
</div>
</div>
<div className="relative">
<div className="absolute -left-2 top-0 bottom-0 w-1 bg-surface-700 rounded-full group-hover:bg-accent-500 transition-colors" />
<p className="text-sm text-gray-400 leading-relaxed italic pl-4 line-clamp-4 group-hover:text-gray-200 transition-colors">
"{source.text}"
</p>
</div>
</div>
<div className="mt-6 pt-4 border-t border-surface-800/50 flex items-center justify-between">
<div className="flex flex-col">
<span className="text-[9px] text-gray-600 font-bold uppercase tracking-widest">Source Document</span>
<span className="text-xs text-gray-400 truncate max-w-[180px] font-medium">
{source.source || 'Document Metadata'}
</span>
</div>
<button
onClick={() => alert(`Full chunk snippet:\n\n${source.text}`)}
className="p-2 bg-surface-800 rounded-lg hover:bg-accent-500 hover:text-white transition-all text-gray-500 text-xs font-mono"
>
View Chunk
</button>
</div>
</motion.div>
))}
</div>
</div>
)}
</div>
);
}