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Reality Check: Automated Content Production at Enterprise Scale with Pimcore

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)

Christoph Lühr

March 22, 2023
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  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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    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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  73. 73

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  74. DEMO
    74

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