Reality Check: Automated Content Production at Enterprise Scale with Pimcore

Text & Image generation with AI/ML tools - what are the limitations and what is usable *today* in an automated way (without human-in-the-loop quality checking)

Transcript

1. Automated Content Production
   at Enterprise Scale
   with Pimcore
   1
   AI
   

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2. REALITY CHECK?
   Keine Theorie - Praxis!
   

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3. AI?
   ML - NLP!
   

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4. CONTENT?
   Bilder & Texte!
   

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5. AUTOMATED?
   Schnittstelle, REST!
   

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6. AT SCALE?
   10k+ Produkte!
   

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7. PIMCORE?
   Live-Demo, PoC!
   

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8. DALL-E
   

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9. a stack of red colored folded
   towels on a white background,
   photorealistic
   

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10. a stack of red colored folded
    towels on a white background,
    photorealistic
    

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12. a stack of red colored folded towels
    at a beach
    next to a starfish, photorealistic
    

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14. 14
    EDITORIAL CONTENT
    ≠
    PRODUCT DATA
    

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15. "Custom Models"
    

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16. Quell-Bilder
    Ausgangsmaterial
    

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17. 360°
    

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18. 360°
    

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19. 360°
    

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20. 360°
    

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21. 360°
    

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22. 360°
    

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24. Jet helmet NEXX in beige color,
    on a rock, close-up, mountain
    range
    

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25. Generierte Bilder
    Beispiel #1
    

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28. Generierte Bilder
    Beispiel #2
    

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31. Generierte Bilder
    Beispiel #3
    

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35. 35
    EDITORIAL CONTENT
    ≠
    PRODUCT DATA
    

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36. 36
    MANUELLE PRÜFUNG
    ≠
    AUTOMATISCH
    

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37. 37
    TRAINING:
    €€€
    & ZEITAUFWAND!
    

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48. Chat-GPT
    & GPT-3/4
    

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50. "Create a description for a product named Cobra 427
    which is a Sports car, production year is 1966,
    country of origination is GB,
    and body style is a 2-door roadster.
    It has 2 doors, 2 seats, rear-wheel-drive,
    8 cylinders,
    a front located engine that generates 305 kW of power."
    

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51. Name: Cobra 427
    Category: Sports car
    Year: 1966
    Country: GB
    Body: 2-door roadster
    Features: 2 doors, 2 seats, rear-wheel-drive, 8 cyl.
    Engine: 305 kW
    

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52. "Create a description for a product named Cobra 427
    which is a Sports car, production year is 1966,
    country of origination is GB,
    and body style is a 2-door roadster.
    It has 2 doors, 2 seats, rear-wheel-drive,
    8 cylinders,
    a front located engine that generates 305 kW of power."
    

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63. das blaue Handtuch
    -
    die blauen Handtücher
    

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74. DEMO
    74
    

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