{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Aubrey Lounge Chair White Tan.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 1,\n    \"leg_style\": \"pedestal\",\n    \"finish\": \"polished-chrome\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"beige\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"pedestal base\",\n      \"material\": \"aluminum\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"4-star swivel base, polished chrome\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Aubrey.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 1,\n    \"leg_style\": \"pedestal\",\n    \"finish\": \"polished-chrome\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"orange\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"pedestal base\",\n      \"material\": \"aluminum\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"4-star swivel base, polished chrome\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Austin-Barstool-2.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"matte-black\",\n    \"upholstery_material\": \"vinyl\",\n    \"color\": \"pear-green\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cover\",\n      \"material\": \"vinyl\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"pear green vinyl\"\n    },\n    {\n      \"name\": \"back cover\",\n      \"material\": \"vinyl\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"pear green vinyl\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structural\",\n      \"spec\": \"walnut wood, matte-black finish\"\n    },\n    {\n      \"name\": \"legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"each\",\n      \"dept\": \"structural\",\n      \"spec\": \"walnut tapered legs, matte-black finish\"\n    },\n    {\n      \"name\": \"H-stretcher\",\n      \"material\": \"steel\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structural\",\n      \"spec\": \"chrome finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Austin-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"blue\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"blue\"\n    },\n    {\n      \"name\": \"backrest\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"walnut\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"walnut\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Austin-Custom-Lounge.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"rust\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"frame legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid wood, espresso finish\"\n    },\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"woven-textile\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"sewing\",\n      \"spec\": \"rust woven-textile, tight-seat\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Austin-Lounge.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-jacquard\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Austin-Sofa.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"settee\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-jacquard\",\n    \"color\": \"slate-blue-pattern\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"structure\",\n      \"spec\": \"solid walnut, espresso finish\"\n    },\n    {\n      \"name\": \"legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"piece\",\n      \"dept\": \"structure\",\n      \"spec\": \"tapered walnut, espresso finish\"\n    },\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"woven-jacquard\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"sewing\",\n      \"spec\": \"slate-blue organic leaf pattern jacquard\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Beaumont-Back.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"hardwood\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"cowhide\",\n    \"color\": \"black-and-white\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": true,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"cowhide upholstery\",\n      \"material\": \"cowhide\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"black-and-white spotted cowhide exterior\"\n    },\n    {\n      \"name\": \"leg assembly\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"tapered hardwood, espresso finish\"\n    },\n    {\n      \"name\": \"nailhead trim\",\n      \"material\": \"brass\",\n      \"qty\": 1,\n      \"unit\": \"trim\",\n      \"dept\": \"trim\",\n      \"spec\": \"antique brass nailhead trim\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Beaumont-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"cream\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": true,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"frame assembly\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid walnut, espresso finish\"\n    },\n    {\n      \"name\": \"nailhead trim\",\n      \"material\": \"brass\",\n      \"qty\": 1,\n      \"unit\": \"trim\",\n      \"dept\": \"trim\",\n      \"spec\": \"antique brass nailhead trim\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Beaumont.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"cream\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": true,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"frame assembly\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid walnut, espresso finish\"\n    },\n    {\n      \"name\": \"nailhead trim\",\n      \"material\": \"brass\",\n      \"qty\": 1,\n      \"unit\": \"trim\",\n      \"dept\": \"trim\",\n      \"spec\": \"antique brass nailhead trim\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Bella Bar Stool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"hardwood\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": true,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-brass\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"taupe leather with single welt\"\n    },\n    {\n      \"name\": \"frame legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid hardwood, espresso finish with brass tip feet\"\n    },\n    {\n      \"name\": \"footrest\",\n      \"material\": \"brass\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"hardware\",\n      \"spec\": \"H-stretcher, brushed-brass finish\"\n    },\n    {\n      \"name\": \"nailhead trim\",\n      \"material\": \"brass\",\n      \"qty\": 1,\n      \"unit\": \"set\",\n      \"dept\": \"trim\",\n      \"spec\": \"antique brass nailhead trim\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Benton-Barstool-Frontview.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"open-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"maple\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-maple\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"black\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"black\"\n    },\n    {\n      \"name\": \"backrest\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"frame\",\n      \"spec\": \"maple\"\n    },\n    {\n      \"name\": \"legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"piece\",\n      \"dept\": \"frame\",\n      \"spec\": \"maple\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Benton-Barstool-Sideview.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"open-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"black\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"black, tight-seat\"\n    },\n    {\n      \"name\": \"backrest\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"walnut, high-back\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"walnut, espresso-finished, tapered legs\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Benton-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"open-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"oak\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"black-and-white-checkered\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"rail-matte-black\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion cover\",\n      \"material\": \"woven-textile\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"black-and-white checkered woven textile\"\n    },\n    {\n      \"name\": \"wood frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid oak, natural finish with open slat back\"\n    },\n    {\n      \"name\": \"front footrail\",\n      \"material\": \"steel\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"hardware\",\n      \"spec\": \"matte-black front footrail\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Blanco-Barstool-Pink.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"brushed-gold\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"pink\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"H-stretcher\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"velvet\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"tight-seat\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"velvet\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"low-back\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Blanco-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"hardwood\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"black-and-white-houndstooth\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-brass\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"woven-textile\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"black-and-white houndstooth woven textile\"\n    },\n    {\n      \"name\": \"leg assembly\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid hardwood, espresso finish\"\n    },\n    {\n      \"name\": \"footrest\",\n      \"material\": \"brass\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"hardware\",\n      \"spec\": \"H-stretcher, brushed-brass finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Blanco-Pull-Up.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"dining chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"hardwood\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": true,\n    \"arm_pad\": false,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"ivory leather with single welt\"\n    },\n    {\n      \"name\": \"leg assembly\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid hardwood, espresso finish\"\n    },\n    {\n      \"name\": \"nailhead trim\",\n      \"material\": \"brass\",\n      \"qty\": 1,\n      \"unit\": \"set\",\n      \"dept\": \"trim\",\n      \"spec\": \"antique brass nailhead trim\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Bowie.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"hardwood\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"dark-chocolate\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"dark-chocolate leather club chair\"\n    },\n    {\n      \"name\": \"leg assembly\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid hardwood bun feet, espresso finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Carmel-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"beech\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"woven-jacquard\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"woven-jacquard\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"ivory woven-jacquard with subtle floral pattern\"\n    },\n    {\n      \"name\": \"wood frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid beech, natural finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Charlie-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"black\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"black, tight-seat\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"black, high-back\"\n    },\n    {\n      \"name\": \"arm pads\",\n      \"material\": \"wood\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"walnut, dark finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Charlotte Arm Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"brown\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"wooden frame\",\n      \"material\": \"walnut\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"structural\",\n      \"spec\": \"solid walnut\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Chesterfield.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"sofa\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"hardwood\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"brown\",\n    \"cushion_style\": \"button-tufted\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"brown leather, button-tufted back and arms\"\n    },\n    {\n      \"name\": \"leg assembly\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid hardwood bun feet, espresso finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Clairmont-Barstool-Armless.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"maple\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"corduroy\",\n    \"color\": \"burgundy\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion cover\",\n      \"material\": \"corduroy\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"burgundy corduroy textile\"\n    },\n    {\n      \"name\": \"frame assembly\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid maple, natural-oak finish\"\n    },\n    {\n      \"name\": \"front footrail\",\n      \"material\": \"steel\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"hardware\",\n      \"spec\": \"chrome finish front footrail\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Clairmont-Barstool-Arms.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"hardwood\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"tan\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"tan leather seat and back\"\n    },\n    {\n      \"name\": \"leg assembly\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid hardwood, espresso finish\"\n    },\n    {\n      \"name\": \"arm frame\",\n      \"material\": \"wood\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"open-frame wood arms, espresso finish\"\n    },\n    {\n      \"name\": \"front footrail\",\n      \"material\": \"steel\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"hardware\",\n      \"spec\": \"chrome finish front footrail\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Clairmont-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"beech\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"black\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"structural\",\n      \"spec\": \"beech wood, natural-oak finish\"\n    },\n    {\n      \"name\": \"legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"piece\",\n      \"dept\": \"structural\",\n      \"spec\": \"beech wood, natural-oak finish, tapered style\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Cole-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Evans-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"beech\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"bouclé\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"bouclé\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"ivory bouclé textile\"\n    },\n    {\n      \"name\": \"frame assembly\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid beech, natural-oak finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Evans-Lounge-with-Matching-Youth.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"periwinkle\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"solid walnut\"\n    },\n    {\n      \"name\": \"back frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"solid walnut\"\n    },\n    {\n      \"name\": \"armrests\",\n      \"material\": \"wood\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"solid walnut\"\n    },\n    {\n      \"name\": \"legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"solid walnut\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/EvansII-Highback-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"olive-brown\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tapered legs, espresso finish\"\n    },\n    {\n      \"name\": \"upholstery\",\n      \"material\": \"woven-textile\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"sewing\",\n      \"spec\": \"olive-brown, tight-seat\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/EvansII-Lounge-Chair-WC.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"maple\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"black\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, tight-seat\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, high-back\"\n    },\n    {\n      \"name\": \"seat frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"maple, natural-oak finish\"\n    },\n    {\n      \"name\": \"back frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"maple, natural-oak finish\"\n    },\n    {\n      \"name\": \"arm pads\",\n      \"material\": \"wood\",\n      \"qty\": 2,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"maple, natural-oak finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/French-Club-Barstool-Upholstered.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-jacquard\",\n    \"color\": \"brown\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"rail-espresso\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"brown, tight-seat\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"brown, high-back\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"walnut\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"tapered, espresso\"\n    },\n    {\n      \"name\": \"Front Rail\",\n      \"material\": \"walnut\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"espresso finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/French-Club-Barstool-Wood.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"cherry\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"dark-chocolate\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"microfiber\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"brown microfiber\"\n    },\n    {\n      \"name\": \"back panel\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"walnut wood\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"walnut wood\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/French-Club-Lounge.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"mohair\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Gracie-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"cherry\",\n    \"upholstery_material\": \"bouclé\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"wooden frame\",\n      \"material\": \"walnut\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid walnut\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Iredale-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"bouclé\",\n    \"color\": \"olive-green\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"back panel\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"assembly\",\n      \"spec\": \"solid walnut\"\n    },\n    {\n      \"name\": \"seat panel\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"assembly\",\n      \"spec\": \"solid walnut\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"assembly\",\n      \"spec\": \"solid walnut\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Justin-Barstool-Cowhide.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"open-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"cherry\",\n    \"upholstery_material\": \"cowhide\",\n    \"color\": \"brown-and-white\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Back Panel\",\n      \"material\": \"walnut wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid walnut, natural finish\"\n    },\n    {\n      \"name\": \"Seat Panel\",\n      \"material\": \"walnut wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid walnut, natural finish\"\n    },\n    {\n      \"name\": \"Legs\",\n      \"material\": \"walnut wood\",\n      \"qty\": 4,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"tapered, natural finish\"\n    },\n    {\n      \"name\": \"Cowhide Seat Cover\",\n      \"material\": \"cowhide\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"brown-and-white pattern\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Justin-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"walnut-stain\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"gray\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Backrest\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"assembly\",\n      \"spec\": \"solid walnut, natural-oak finish\"\n    },\n    {\n      \"name\": \"Seat\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"assembly\",\n      \"spec\": \"gray leather cushion\"\n    },\n    {\n      \"name\": \"Legs\",\n      \"material\": \"wood\",\n      \"qty\": 4,\n      \"unit\": \"piece\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tapered walnut legs, natural-oak finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Marfa-Lounge-right.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"black\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"gray\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"hairpin legs, black finish\"\n    },\n    {\n      \"name\": \"seat\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"gray fabric\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"gray fabric\"\n    },\n    {\n      \"name\": \"armrests\",\n      \"material\": \"metal\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"arms\",\n      \"spec\": \"black finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Merced-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"vinyl\",\n    \"color\": \"tan\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"structure\",\n      \"spec\": \"solid walnut\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Meridian-40705.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"forest-green\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"rail-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"green fabric\"\n    },\n    {\n      \"name\": \"backrest\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"black\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"structure\",\n      \"spec\": \"walnut, espresso finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Meridian-40706-300x300.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"mocha-brown\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"rail-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"linen\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"tight-seat cushion\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"linen\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-back cushion\"\n    },\n    {\n      \"name\": \"Frame\",\n      \"material\": \"walnut\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"structural\",\n      \"spec\": \"tapered legs, espresso finish\"\n    },\n    {\n      \"name\": \"H-Stretcher\",\n      \"material\": \"metal\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"structural\",\n      \"spec\": \"silver finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Meridian-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"charcoal-brown\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"brown leather\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"brown leather\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"walnut wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structural\",\n      \"spec\": \"walnut wood, espresso finish\"\n    },\n    {\n      \"name\": \"H-stretcher\",\n      \"material\": \"metal\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"structural\",\n      \"spec\": \"metallic silver\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Monterey-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"gold\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"solid wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"structure\",\n      \"spec\": \"solid walnut\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Paris-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tubular\",\n    \"finish\": \"black\",\n    \"upholstery_material\": \"corduroy\",\n    \"color\": \"teal\",\n    \"cushion_style\": \"channel-tufted\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-copper\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat\",\n      \"material\": \"corduroy\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"pleated\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"corduroy\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"pleated\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Paris.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tubular\",\n    \"finish\": \"matte-black\",\n    \"upholstery_material\": \"vinyl\",\n    \"color\": \"forest-green\",\n    \"cushion_style\": \"channel-tufted\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"rail-matte-black\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat\",\n      \"material\": \"velvet\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"pleated\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"velvet\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"pleated\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Park-Place.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-jacquard\",\n    \"color\": \"rust-orange\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"gray\"\n    },\n    {\n      \"name\": \"back panel\",\n      \"material\": \"fabric\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"brown with white dots\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Poteet-Lounge- Sofa.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"sofa\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"walnut\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"button-tufted\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Sofa Frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tapered legs, brushed-aluminum finish\"\n    },\n    {\n      \"name\": \"Sofa Upholstery\",\n      \"material\": \"velvet\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"taupe color, button-tufted cushions\"\n    },\n    {\n      \"name\": \"Sofa Legs\",\n      \"material\": \"metal\",\n      \"qty\": 4,\n      \"unit\": \"unit\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tapered, brushed-aluminum finish\"\n    },\n    {\n      \"name\": \"Sofa Glides\",\n      \"material\": \"plastic\",\n      \"qty\": 4,\n      \"unit\": \"unit\",\n      \"dept\": \"assembly\",\n      \"spec\": \"floor-mounted, hanger bolts\"\n    },\n    {\n      \"name\": \"Sofa Welt\",\n      \"material\": \"fabric\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"single-welt, taupe color\"\n    },\n    {\n      \"name\": \"Sofa Arm Pads\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"taupe color\"\n    },\n    {\n      \"name\": \"Sofa Cushions\",\n      \"material\": \"foam\",\n      \"qty\": 3,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"taupe color, button-tufted\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Poteet-Sofa.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"sofa\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"walnut\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"button-tufted\",\n    \"welt_type\": \"double-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Sofa Frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"structure\",\n      \"spec\": \"tapered legs, brushed-aluminum finish\"\n    },\n    {\n      \"name\": \"Sofa Upholstery\",\n      \"material\": \"velvet\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"taupe color, button-tufted cushions, double-welt welt\"\n    },\n    {\n      \"name\": \"Legs\",\n      \"material\": \"metal\",\n      \"qty\": 4,\n      \"unit\": \"unit\",\n      \"dept\": \"structure\",\n      \"spec\": \"tapered, brushed-aluminum finish\"\n    },\n    {\n      \"name\": \"Welt\",\n      \"material\": \"fabric\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"double-welt\"\n    },\n    {\n      \"name\": \"Nailhead Trim\",\n      \"material\": \"metal\",\n      \"qty\": 0,\n      \"unit\": \"unit\",\n      \"dept\": \"trim\",\n      \"spec\": \"none\"\n    },\n    {\n      \"name\": \"Arm Pads\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"taupe color\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Rawlins-Armless-Tablet.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"tan\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": true\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"tablet arm\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"furniture\",\n      \"spec\": \"aluminum\"\n    },\n    {\n      \"name\": \"table top\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"furniture\",\n      \"spec\": \"mahogany\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Rawlins-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"beech\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"bouclé\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Rawlins-Lounge-White.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"white\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Royal-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"cherry\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Sarah-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Upholstery Fabric\",\n      \"material\": \"velvet\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"taupe\"\n    },\n    {\n      \"name\": \"Welt Trim\",\n      \"material\": \"cotton\",\n      \"qty\": 2,\n      \"unit\": \"piece\",\n      \"dept\": \"trimming\",\n      \"spec\": \"taupe\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Sheduba-Lounge.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"olive-green\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"wooden frame\",\n      \"material\": \"walnut\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"structural\",\n      \"spec\": \"solid walnut, 1-inch thick\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Shelby-double.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"sofa\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"gray\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Arlmess-Lounge-Chair-Tablet.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"pedestal\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": true\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"tubular legs\"\n    },\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"tight-seat\"\n    },\n    {\n      \"name\": \"backrest\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-back\"\n    },\n    {\n      \"name\": \"tablet arm\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"accessories\",\n      \"spec\": \"tablet-arm\"\n    },\n    {\n      \"name\": \"tablet tray\",\n      \"material\": \"plastic\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"accessories\",\n      \"spec\": \"red\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"aluminum\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tubular\",\n    \"finish\": \"polished-aluminum\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"black-and-white\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"H-stretcher-silver\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Frame\",\n      \"material\": \"aluminum\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tubular frame\"\n    },\n    {\n      \"name\": \"Back Frame\",\n      \"material\": \"aluminum\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tubular frame\"\n    },\n    {\n      \"name\": \"Woven Rattan Seat\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"black-and-white pattern\"\n    },\n    {\n      \"name\": \"Woven Rattan Back\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"black-and-white pattern\"\n    },\n    {\n      \"name\": \"Aluminum Legs\",\n      \"material\": \"aluminum\",\n      \"qty\": 4,\n      \"unit\": \"each\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tubular, polished\"\n    },\n    {\n      \"name\": \"H-Stretcher Footrest\",\n      \"material\": \"aluminum\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"assembly\",\n      \"spec\": \"polished\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Lounge-600x600.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": true\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Tablet Arm\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"arm\",\n      \"spec\": \"solid wood arm\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Lounge-Back.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": true\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 3-inch thick\"\n    },\n    {\n      \"name\": \"tablet arm\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"hardware\",\n      \"spec\": \"solid maple, 1-inch thick\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Lounge-Sette.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"settee\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"orange\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"hairpin legs, silver finish\"\n    },\n    {\n      \"name\": \"seat\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"padding\",\n      \"spec\": \"tight seat construction\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"padding\",\n      \"spec\": \"low back construction\"\n    },\n    {\n      \"name\": \"cushions\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"padding\",\n      \"spec\": \"tight seat construction\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Lounge-Settee-300x300.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"settee\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"orange\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"structure\",\n      \"spec\": \"hairpin legs, silver finish\"\n    },\n    {\n      \"name\": \"seat\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"padding\",\n      \"spec\": \"tight seat construction\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"padding\",\n      \"spec\": \"low back construction\"\n    },\n    {\n      \"name\": \"cushions\",\n      \"material\": \"foam\",\n      \"qty\": 4,\n      \"unit\": \"unit\",\n      \"dept\": \"padding\",\n      \"spec\": \"tight seat cushions\"\n    },\n    {\n      \"name\": \"welt\",\n      \"material\": \"fabric\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"trim\",\n      \"spec\": \"single welt trim\"\n    },\n    {\n      \"name\": \"arm pads\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"padding\",\n      \"spec\": \"arm pads\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Lounge-Settee.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"settee\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"orange\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"10-inch thick\"\n    },\n    {\n      \"name\": \"back cushions\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"8-inch thick\"\n    },\n    {\n      \"name\": \"frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"structure\",\n      \"spec\": \"18-gauge steel\"\n    },\n    {\n      \"name\": \"legs\",\n      \"material\": \"metal\",\n      \"qty\": 4,\n      \"unit\": \"each\",\n      \"dept\": \"structure\",\n      \"spec\": \"hairpin legs, polished-silver\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Lounge.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": true\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Soma-Sofa.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"sofa\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"splay\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"mustard-yellow\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"set\",\n      \"dept\": \"structure\",\n      \"spec\": \"hairpin legs, brushed-aluminum finish\"\n    },\n    {\n      \"name\": \"seat\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"set\",\n      \"dept\": \"padding\",\n      \"spec\": \"tight-seating\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"foam\",\n      \"qty\": 3,\n      \"unit\": \"set\",\n      \"dept\": \"padding\",\n      \"spec\": \"low-back style\"\n    },\n    {\n      \"name\": \"cushions\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"set\",\n      \"dept\": \"padding\",\n      \"spec\": \"tight-seating\"\n    },\n    {\n      \"name\": \"welt\",\n      \"material\": \"fabric\",\n      \"qty\": 1,\n      \"unit\": \"set\",\n      \"dept\": \"trim\",\n      \"spec\": \"single-welt\"\n    },\n    {\n      \"name\": \"arm pads\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"set\",\n      \"dept\": \"padding\",\n      \"spec\": \"mustard-yellow fabric\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Sonora-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"gray\",\n    \"cushion_style\": \"pillow-top\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Woven Rattan Cover\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"gray\"\n    },\n    {\n      \"name\": \"Walnut Frame\",\n      \"material\": \"walnut\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"tapered legs, espresso finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Sutton-Barstool.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"barstool\",\n    \"seat_height_type\": \"bar\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"H-stretcher-chrome\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density foam\"\n    },\n    {\n      \"name\": \"Cowhide Covering\",\n      \"material\": \"cowhide\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"brown-and-white\"\n    },\n    {\n      \"name\": \"Metal Frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"brushed-steel\"\n    },\n    {\n      \"name\": \"H-Stretcher\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"brushed-steel\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Travis-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"natural-oak\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"tan\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 3-inch thick\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Travis-Sofa.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"sofa\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"vinyl\",\n    \"color\": \"brown\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Tuxedo-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"pedestal\",\n    \"finish\": \"brushed-aluminum\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"navy-blue\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Tuxi-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"polished-chrome\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Tuxi-Sofa.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"sofa\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"low-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"metal\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"polished-chrome\",\n    \"upholstery_material\": \"leather\",\n    \"color\": \"black\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"frame\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"structure\",\n      \"spec\": \"sled legs polished chrome\"\n    },\n    {\n      \"name\": \"seat\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"padding\",\n      \"spec\": \"standard density\"\n    },\n    {\n      \"name\": \"back\",\n      \"material\": \"foam\",\n      \"qty\": 3,\n      \"unit\": \"unit\",\n      \"dept\": \"padding\",\n      \"spec\": \"standard density\"\n    },\n    {\n      \"name\": \"cushions\",\n      \"material\": \"foam\",\n      \"qty\": 2,\n      \"unit\": \"unit\",\n      \"dept\": \"padding\",\n      \"spec\": \"standard density\"\n    },\n    {\n      \"name\": \"leather\",\n      \"material\": \"leather\",\n      \"qty\": 1,\n      \"unit\": \"unit\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"black leather\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Urban-Lounge-Chair-e1561339038615.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"charcoal-gray\",\n    \"cushion_style\": \"pillow-top\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"Seat Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    },\n    {\n      \"name\": \"Back Cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Urban-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"charcoal-gray\",\n    \"cushion_style\": \"pillow-top\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"piece\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Ventura-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"sled\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"linen\",\n    \"color\": \"cream\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 3-inch thick\"\n    },\n    {\n      \"name\": \"Brushed Steel Sled Base\",\n      \"material\": \"brushed steel\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"Frame\",\n      \"spec\": \"Low-profile sled base, floor-mounted\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Woven_Jacquard.png"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"dining chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"woven-jacquard\",\n    \"color\": \"beige\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": true,\n    \"arm_pad\": false,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tapered legs\"\n    },\n    {\n      \"name\": \"back frame\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"assembly\",\n      \"spec\": \"tapered legs\"\n    },\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"button-tufted\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"woven-rattan\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"button-tufted\"\n    },\n    {\n      \"name\": \"welt trim\",\n      \"material\": \"fabric\",\n      \"qty\": 2,\n      \"unit\": \"each\",\n      \"dept\": \"trimming\",\n      \"spec\": \"single-welt\"\n    },\n    {\n      \"name\": \"nailhead trim\",\n      \"material\": \"metal\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"trimming\",\n      \"spec\": \"beige fabric\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/Z-Lounge-Chair.jpg"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"null\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"matte-black\",\n    \"upholstery_material\": \"woven-textile\",\n    \"color\": \"olive-green\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"bouclé\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"tight-seat\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"bouclé\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-back\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/cafe_dining_chair.png"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"dining chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"mid-back\",\n    \"arm_style\": \"armless\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"walnut\",\n    \"upholstery_material\": \"linen\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"single-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": false,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"upholstery cover\",\n      \"material\": \"linen\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"ivory linen fabric\"\n    },\n    {\n      \"name\": \"frame assembly\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"each\",\n      \"dept\": \"frame\",\n      \"spec\": \"solid walnut, natural finish\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/commercial_chair.png"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"dining chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"open-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"linen\",\n    \"color\": \"ivory\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"none\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"back panel\",\n      \"material\": \"wood\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"walnut, tapered legs\"\n    },\n    {\n      \"name\": \"seat panel\",\n      \"material\": \"linen\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"upholstery\",\n      \"spec\": \"beige, tight-seat cushion\"\n    },\n    {\n      \"name\": \"armrests\",\n      \"material\": \"wood\",\n      \"qty\": 2,\n      \"unit\": \"pc\",\n      \"dept\": \"frame\",\n      \"spec\": \"walnut, tapered legs\"\n    }\n  ]\n}"}]}
{"messages": [{"role": "user", "content": [{"type": "image", "image": "/workspace/data/hospitality/images/high_back_lounge_chair.png"}, {"type": "text", "text": "Look at this hospitality furniture image and describe only what you can visually observe. Output valid JSON using this exact schema:\n{\n  \"product_metadata\": {\n    \"product_type\": \"barstool|lounge chair|sofa|settee|dining chair\",\n    \"seat_height_type\": \"bar|counter|standard|null\",\n    \"back_style\": \"high-back|mid-back|low-back|open-back|armless\",\n    \"arm_style\": \"arms|armless|tablet-arm\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood|metal|steel|aluminum\",\n    \"wood_species\": \"walnut|oak|maple|beech|ash|null\",\n    \"leg_count\": <int>,\n    \"leg_style\": \"tapered|splay|tubular|hairpin|pedestal|sled\",\n    \"finish\": \"<specific finish — e.g. espresso, matte-black, brushed-gold, natural-oak>\",\n    \"upholstery_material\": \"<specific — e.g. velvet, bouclé, linen, vinyl, leather>\",\n    \"color\": \"<specific color name>\",\n    \"cushion_style\": \"tight-seat|channel-tufted|button-tufted|pleated|pillow-top\",\n    \"welt_type\": \"single-welt|double-welt|none\",\n    \"nailhead_trim\": true|false,\n    \"arm_pad\": true|false,\n    \"footrest_type\": \"H-stretcher|ring|rail|none\",\n    \"tablet_arm\": true|false\n  },\n  \"parts\": [\n    {\"name\": \"...\", \"material\": \"...\", \"qty\": <int>, \"unit\": \"...\", \"spec\": \"...\"}\n  ]\n}\nOnly include parts that are physically visible in the image. Be specific — no vague terms like 'fabric' or 'wood'. Output ONLY the JSON object, no markdown, no explanation."}]}, {"role": "assistant", "content": "{\n  \"product_metadata\": {\n    \"product_type\": \"lounge chair\",\n    \"seat_height_type\": \"standard\",\n    \"back_style\": \"high-back\",\n    \"arm_style\": \"arms\"\n  },\n  \"visual_attributes\": {\n    \"frame_material\": \"wood\",\n    \"wood_species\": \"walnut\",\n    \"leg_count\": 4,\n    \"leg_style\": \"tapered\",\n    \"finish\": \"espresso\",\n    \"upholstery_material\": \"velvet\",\n    \"color\": \"taupe\",\n    \"cushion_style\": \"tight-seat\",\n    \"welt_type\": \"double-welt\",\n    \"nailhead_trim\": false,\n    \"arm_pad\": true,\n    \"footrest_type\": \"none\",\n    \"tablet_arm\": false\n  },\n  \"parts\": [\n    {\n      \"name\": \"seat cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 2-inch thick\"\n    },\n    {\n      \"name\": \"back cushion\",\n      \"material\": \"foam\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"seating\",\n      \"spec\": \"high-density, 3-inch thick\"\n    },\n    {\n      \"name\": \"wooden frame\",\n      \"material\": \"walnut\",\n      \"qty\": 1,\n      \"unit\": \"pc\",\n      \"dept\": \"structural\",\n      \"spec\": \"solid walnut, 1-inch thick\"\n    }\n  ]\n}"}]}