From Chat to Image to Video: How to Design a Multimodal AI Character Experience

Описание и применение

Объединение чат‑, изображений и видео‑моделей в единую архитектуру с использованием структурированного профиля персонажа повышает согласованность и упрощает пользовательский интерфейс.

Задача

Ensuring a single AI character feels consistent across chat, image, and video generation workflows.

Результат

Unified character experience reduces user friction, improves consistency across modalities, and simplifies UI design by abstracting prompt engineering.

Рабочий процесс

• Create structured character profile
• Store profile in persistent store
• Use profile data in chat, image, and video pipelines
• Generate prompts dynamically from UI selections
• Attach generated assets to character via characterId
• Handle video generation as async job with status polling

Доказательства

When building an AI companion product, the real challenge is making all of these models feel like they are interacting with the same character.

Источник

Instead of storing the character as one giant prompt, use structured data.

Источник

Every generated asset should reference its originating character.

Источник

Video generation is different. It can take significantly longer depending on the model.

Источник