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import React from 'react';
import {
Dialog,
DialogTitle,
DialogContent,
DialogActions,
Button,
Typography,
Box,
Chip,
Divider,
LinearProgress,
Accordion,
AccordionSummary,
AccordionDetails,
Stepper,
Step,
StepLabel,
StepContent,
IconButton,
} from '@mui/material';
import {
Close as CloseIcon,
ExpandMore as ExpandIcon,
Diamond as DiamondIcon,
Timeline as TimelineIcon,
Verified as VerifiedIcon,
Description as SourceIcon,
BubbleChart as GraphIcon,
} from '@mui/icons-material';
function ExplainabilityModal({ open, data, onClose }) {
if (!data) return null;
const summary = data.summary || {};
const entities = data.entities || data.identified_entities || [];
const steps = data.reasoning_steps || data.reasoning_trace || [];
const confidence = data.confidence || data.confidence_breakdown || {};
const sources = data.sources || data.sources_cited || [];
const graphData = data.graph_data || data.graph_visualization || {};
const getConfidenceColor = (level) => {
switch (level) {
case 'high': return '#22c55e';
case 'moderate': return '#eab308';
case 'low': return '#f97316';
default: return '#6b7280';
}
};
return (
<Dialog
open={open}
onClose={onClose}
maxWidth="md"
fullWidth
PaperProps={{
sx: {
bgcolor: 'background.paper',
backgroundImage: 'linear-gradient(135deg, rgba(139, 92, 246, 0.03) 0%, rgba(6, 182, 212, 0.03) 100%)',
},
}}
>
<DialogTitle sx={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between' }}>
<Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
<DiamondIcon color="primary" />
<Typography variant="h6" sx={{ fontWeight: 600 }}>
Why This Answer?
</Typography>
</Box>
<IconButton onClick={onClose} size="small">
<CloseIcon />
</IconButton>
</DialogTitle>
<DialogContent dividers>
{/* Summary Card */}
{summary.message && (
<Box
sx={{
p: 2,
mb: 3,
borderRadius: 2,
bgcolor: `${getConfidenceColor(summary.color || confidence.level)}20`,
border: `1px solid ${getConfidenceColor(summary.color || confidence.level)}40`,
}}
>
<Box sx={{ display: 'flex', alignItems: 'center', gap: 1, mb: 1 }}>
<VerifiedIcon sx={{ color: getConfidenceColor(summary.color || confidence.level) }} />
<Typography variant="subtitle1" sx={{ fontWeight: 600 }}>
{summary.status?.replace('_', ' ').toUpperCase() || 'RESULT'}
</Typography>
</Box>
<Typography variant="body2" color="text.secondary">
{summary.message}
</Typography>
{summary.quick_stats && (
<Box sx={{ display: 'flex', gap: 2, mt: 2 }}>
<Chip
size="small"
label={`${summary.quick_stats.entities_found} entities`}
variant="outlined"
/>
<Chip
size="small"
label={`${summary.quick_stats.reasoning_paths} paths`}
variant="outlined"
/>
<Chip
size="small"
label={summary.quick_stats.confidence_percent}
sx={{ bgcolor: `${getConfidenceColor(confidence.level)}40` }}
/>
</Box>
)}
</Box>
)}
{/* Confidence Breakdown */}
<Accordion defaultExpanded>
<AccordionSummary expandIcon={<ExpandIcon />}>
<Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
<Typography variant="subtitle1" sx={{ fontWeight: 600 }}>
📊 Confidence Breakdown
</Typography>
<Chip
size="small"
label={confidence.overall || confidence.overall_percent || 'N/A'}
sx={{
bgcolor: getConfidenceColor(confidence.level),
color: 'white',
fontWeight: 600,
}}
/>
</Box>
</AccordionSummary>
<AccordionDetails>
<Typography variant="body2" color="text.secondary" gutterBottom>
{confidence.message}
</Typography>
{(confidence.factors || []).map((factor, i) => (
<Box key={i} sx={{ mb: 2 }}>
<Box sx={{ display: 'flex', justifyContent: 'space-between', mb: 0.5 }}>
<Typography variant="body2">{factor.name}</Typography>
<Typography variant="body2" sx={{ fontWeight: 600 }}>
{factor.percent}
</Typography>
</Box>
<LinearProgress
variant="determinate"
value={factor.score * 100}
sx={{
height: 6,
borderRadius: 3,
bgcolor: 'background.paper',
}}
/>
<Typography variant="caption" color="text.secondary">
{factor.description}
</Typography>
</Box>
))}
{/* Fallback if no factors - use RAG metrics */}
{!confidence.factors && (
<Box>
<Box sx={{ display: 'flex', justifyContent: 'space-between', mb: 1 }}>
<Typography variant="body2">Domain Relevance</Typography>
<Typography variant="body2" sx={{ fontWeight: 600 }}>
{confidence.domain_relevance || 'N/A'}
</Typography>
</Box>
<LinearProgress
variant="determinate"
value={parseFloat(confidence.domain_relevance) || 0}
sx={{ height: 6, borderRadius: 3, mb: 2 }}
/>
<Box sx={{ display: 'flex', justifyContent: 'space-between', mb: 1 }}>
<Typography variant="body2">Retrieval Quality</Typography>
<Typography variant="body2" sx={{ fontWeight: 600 }}>
{confidence.retrieval_quality || 'N/A'}
</Typography>
</Box>
<LinearProgress
variant="determinate"
value={parseFloat(confidence.retrieval_quality) || 0}
color="secondary"
sx={{ height: 6, borderRadius: 3, mb: 2 }}
/>
<Box sx={{ display: 'flex', justifyContent: 'space-between', mb: 1 }}>
<Typography variant="body2">Faithfulness</Typography>
<Typography variant="body2" sx={{ fontWeight: 600 }}>
{confidence.faithfulness || 'N/A'}
</Typography>
</Box>
<LinearProgress
variant="determinate"
value={parseFloat(confidence.faithfulness) || 0}
color="success"
sx={{ height: 6, borderRadius: 3, mb: 2 }}
/>
{confidence.claims_supported && (
<Box sx={{ display: 'flex', justifyContent: 'space-between', mb: 1 }}>
<Typography variant="body2">Claims Supported</Typography>
<Typography variant="body2" sx={{ fontWeight: 600 }}>
{confidence.claims_supported}
</Typography>
</Box>
)}
</Box>
)}
</AccordionDetails>
</Accordion>
{/* Identified Entities */}
{entities.length > 0 && (
<Accordion>
<AccordionSummary expandIcon={<ExpandIcon />}>
<Typography variant="subtitle1" sx={{ fontWeight: 600 }}>
🏷️ Identified Entities ({entities.length})
</Typography>
</AccordionSummary>
<AccordionDetails>
<Box sx={{ display: 'flex', flexWrap: 'wrap', gap: 1 }}>
{entities.map((entity, i) => (
<Chip
key={i}
label={`${entity.icon || '📌'} ${entity.name}`}
variant="outlined"
size="small"
sx={{
borderColor: 'primary.main',
'&:hover': {
bgcolor: 'rgba(139, 92, 246, 0.1)',
},
}}
/>
))}
</Box>
</AccordionDetails>
</Accordion>
)}
{/* Reasoning Steps */}
{steps.length > 0 && (
<Accordion>
<AccordionSummary expandIcon={<ExpandIcon />}>
<Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
<TimelineIcon color="secondary" />
<Typography variant="subtitle1" sx={{ fontWeight: 600 }}>
Reasoning Trace ({steps.length} steps)
</Typography>
</Box>
</AccordionSummary>
<AccordionDetails>
<Stepper orientation="vertical">
{steps.map((step, i) => (
<Step key={i} active expanded>
<StepLabel
StepIconComponent={() => (
<Box
sx={{
width: 28,
height: 28,
borderRadius: '50%',
bgcolor: 'primary.main',
display: 'flex',
alignItems: 'center',
justifyContent: 'center',
color: 'white',
fontSize: '0.8rem',
fontWeight: 600,
}}
>
{step.icon || step.step_number || i + 1}
</Box>
)}
>
<Typography variant="subtitle2" sx={{ fontWeight: 600 }}>
{step.action_display || step.action?.replace('_', ' ').toUpperCase()}
</Typography>
</StepLabel>
<StepContent>
<Typography variant="body2" color="text.secondary">
{step.explanation}
</Typography>
{step.path_visualization && (
<Box
sx={{
mt: 1,
p: 1,
bgcolor: 'background.paper',
borderRadius: 1,
fontFamily: 'monospace',
fontSize: '0.8rem',
overflowX: 'auto',
}}
>
{step.path_visualization}
</Box>
)}
</StepContent>
</Step>
))}
</Stepper>
</AccordionDetails>
</Accordion>
)}
{/* Graph Visualization */}
{(graphData.nodes?.length > 0 || graphData.edges?.length > 0) && (
<Accordion>
<AccordionSummary expandIcon={<ExpandIcon />}>
<Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
<GraphIcon color="secondary" />
<Typography variant="subtitle1" sx={{ fontWeight: 600 }}>
Knowledge Graph ({graphData.node_count || graphData.nodes?.length || 0} nodes)
</Typography>
</Box>
</AccordionSummary>
<AccordionDetails>
<Box
sx={{
bgcolor: 'background.paper',
borderRadius: 2,
p: 2,
minHeight: 200,
display: 'flex',
flexDirection: 'column',
alignItems: 'center',
justifyContent: 'center',
}}
>
{/* Simple node visualization */}
<Box sx={{ display: 'flex', flexWrap: 'wrap', gap: 1, justifyContent: 'center' }}>
{(graphData.nodes || []).slice(0, 15).map((node, i) => (
<Chip
key={i}
label={node.label || node.id || node}
sx={{
bgcolor: node.color || (i === 0 ? 'primary.main' : 'secondary.main'),
color: 'white',
}}
/>
))}
</Box>
{(graphData.nodes?.length || 0) > 15 && (
<Typography variant="caption" color="text.secondary" sx={{ mt: 2 }}>
+{graphData.nodes.length - 15} more nodes
</Typography>
)}
{/* Edges count */}
{graphData.edges?.length > 0 && (
<Typography variant="body2" color="text.secondary" sx={{ mt: 2 }}>
{graphData.edges.length} relationships found
</Typography>
)}
</Box>
</AccordionDetails>
</Accordion>
)}
{/* Sources */}
{sources.length > 0 && (
<Accordion>
<AccordionSummary expandIcon={<ExpandIcon />}>
<Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
<SourceIcon color="primary" />
<Typography variant="subtitle1" sx={{ fontWeight: 600 }}>
Sources ({sources.length})
</Typography>
</Box>
</AccordionSummary>
<AccordionDetails>
<Box sx={{ display: 'flex', flexDirection: 'column', gap: 1 }}>
{sources.map((source, i) => (
<Box
key={i}
sx={{
display: 'flex',
alignItems: 'center',
gap: 1,
p: 1,
bgcolor: 'background.paper',
borderRadius: 1,
}}
>
<Typography>{source.icon || '📎'}</Typography>
<Typography variant="body2">
{source.citation || source}
</Typography>
</Box>
))}
</Box>
</AccordionDetails>
</Accordion>
)}
</DialogContent>
<DialogActions>
<Button onClick={onClose} variant="contained">
Got It!
</Button>
</DialogActions>
</Dialog>
);
}
export default ExplainabilityModal;
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