chore: import upstream snapshot with attribution
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@@ -0,0 +1,78 @@
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const dedent = require('dedent');
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/**
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* Detects MIME type from base64 magic numbers
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*
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* Note: This is duplicated from src/evaluatorHelpers.ts to keep the example
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* self-contained and runnable without dependencies on core promptfoo internals.
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*
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* Magic numbers (base64-encoded file signatures):
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* - JPEG: /9j/
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* - PNG: iVBORw0KGgo
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* - GIF: R0lGODlh or R0lGODdh
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* - WebP: UklGR (RIFF)
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* - BMP: Qk0 or Qk1
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* - TIFF: SUkq or TU0A
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* - ICO: AAABAA
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*/
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function getMimeTypeFromBase64(base64Data) {
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if (base64Data.startsWith('/9j/')) {
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return 'image/jpeg';
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} else if (base64Data.startsWith('iVBORw0KGgo')) {
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return 'image/png';
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} else if (base64Data.startsWith('R0lGODlh') || base64Data.startsWith('R0lGODdh')) {
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return 'image/gif';
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} else if (base64Data.startsWith('UklGR')) {
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return 'image/webp';
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} else if (base64Data.startsWith('Qk0') || base64Data.startsWith('Qk1')) {
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return 'image/bmp';
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} else if (base64Data.startsWith('SUkq') || base64Data.startsWith('TU0A')) {
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return 'image/tiff';
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} else if (base64Data.startsWith('AAABAA')) {
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return 'image/x-icon';
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}
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// Fallback to JPEG if no magic number is matched
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return 'image/jpeg';
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}
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module.exports = (context) => {
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return [
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{
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role: 'system',
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content: dedent`
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You are an AI assistant tasked with analyzing and classifying images. Your goal is to determine the type of clothing item depicted in the image and provide additional relevant information.
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Please analyze the image and provide:
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1. Classification (must be one of: T-shirt/top, Trouser, Pullover, Dress, Coat, Sandal, Shirt, Sneaker, Bag, Ankle boot)
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2. Primary color or color scheme
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3. Notable features or patterns
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4. Approximate style or era (e.g., modern, vintage, classic)
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5. Confidence level (1-10, where 1 is least confident and 10 is most confident)
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6. Brief reasoning for the classification
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Provide your response as a JSON object with the following structure:
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{
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"classification": string (one of the allowed categories),
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"color": string,
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"features": string,
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"style": string,
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"confidence": number (1-10),
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"reasoning": string
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}
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`,
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},
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{
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role: 'user',
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content: [
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{
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type: 'image_url',
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image_url: {
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url: `data:${getMimeTypeFromBase64(context.vars.image_base64)};base64,${
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context.vars.image_base64
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}`,
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},
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},
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],
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},
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];
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};
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