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import React from 'react' |
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import { Plus, Minus, Trash2 } from 'lucide-react' |
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import { useZeroShotClassification } from '../../contexts/ZeroShotClassificationContext' |
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const ZeroShotClassificationConfig = () => { |
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const { |
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config, |
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setConfig, |
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sections, |
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addCategory, |
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removeCategory, |
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clearResults, |
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updateSectionTitle |
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} = useZeroShotClassification() |
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return ( |
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<div className="space-y-4"> |
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<h3 className="text-lg font-semibold text-gray-900"> |
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Zero-Shot Classification Settings |
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</h3> |
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<div className="space-y-3"> |
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<div> |
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<label className="block text-sm font-medium text-gray-700 mb-1"> |
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Classification Threshold: {config.threshold} |
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</label> |
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<input |
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type="range" |
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min="0.1" |
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max="0.95" |
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step="0.01" |
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value={config.threshold} |
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onChange={(e) => |
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setConfig((prev) => ({ |
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...prev, |
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threshold: parseFloat(e.target.value) |
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})) |
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} |
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className="w-full h-2 bg-gray-200 rounded-lg appearance-none cursor-pointer" |
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/> |
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<p className="text-xs text-gray-500 mt-1"> |
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Minimum confidence score required for classification (lower values |
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classify more items) |
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</p> |
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</div> |
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<div className="pt-2 border-t border-gray-200"> |
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<h4 className="text-sm font-semibold text-gray-800 mb-3"> |
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Categories |
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</h4> |
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<div className="space-y-2 max-h-40 overflow-y-auto"> |
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{sections.map((section, index) => ( |
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<div key={index} className="flex items-center space-x-2"> |
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<input |
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type="text" |
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value={section.title} |
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onChange={(e) => updateSectionTitle(index, e.target.value)} |
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disabled={section.title === 'Other'} |
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className="flex-1 px-2 py-1 text-xs border border-gray-300 rounded focus:outline-none focus:ring-1 focus:ring-blue-500 focus:border-blue-500 disabled:bg-gray-100 disabled:cursor-not-allowed" |
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/> |
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<span className="text-xs text-gray-500 min-w-[2rem]"> |
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({section.items.length}) |
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</span> |
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</div> |
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))} |
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</div> |
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<div className="flex gap-2 mt-3"> |
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<button |
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onClick={addCategory} |
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className="flex items-center gap-1 px-3 py-1 text-xs bg-green-500 hover:bg-green-600 text-white rounded transition-colors" |
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title="Add Category" |
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> |
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<Plus className="w-3 h-3" /> |
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Add |
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</button> |
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<button |
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onClick={removeCategory} |
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disabled={sections.length <= 1} |
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className="flex items-center gap-1 px-3 py-1 text-xs bg-red-500 hover:bg-red-600 disabled:bg-gray-300 disabled:cursor-not-allowed text-white rounded transition-colors" |
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title="Remove Category" |
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> |
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<Minus className="w-3 h-3" /> |
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Remove |
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</button> |
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<button |
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onClick={clearResults} |
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className="flex items-center gap-1 px-3 py-1 text-xs bg-orange-500 hover:bg-orange-600 text-white rounded transition-colors" |
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title="Clear Results" |
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> |
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<Trash2 className="w-3 h-3" /> |
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Clear |
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</button> |
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</div> |
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</div> |
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</div> |
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<div className="pt-2 border-t border-gray-200"> |
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<div className="text-xs text-gray-500"> |
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<p className="mb-1"> |
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<strong>Threshold:</strong> Items with confidence scores below this |
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threshold will be classified as "Other" |
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</p> |
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<p className="mb-1"> |
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<strong>Categories:</strong> Edit category names to customize |
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classification labels |
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</p> |
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<p> |
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<strong>Other:</strong> Fallback category for items that don't meet |
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the threshold for any specific category |
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</p> |
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</div> |
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</div> |
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</div> |
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) |
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} |
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export default ZeroShotClassificationConfig |
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