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eveloping an AI Chatbot API for Image Generation (Candy AI Clone Project)

  • 1.  eveloping an AI Chatbot API for Image Generation (Candy AI Clone Project)

    Posted Tue November 04, 2025 05:23 AM

    Hi everyone,

    I'm currently working at NSFWCoders.com, where we're developing the Candy AI Clone API that focuses on advanced image generation features using conversational AI. The goal is to create a system capable of producing dynamic visual responses alongside text-based interactions - something similar to a hybrid of chat and generative AI models.

    While building this, I've been exploring several technical aspects such as:

    • Handling large-scale real-time image generation requests

    • Optimizing transformer models for both text and visual outputs

    • Managing context memory for continuous, personality-driven conversations

    • Integrating APIs efficiently without performance bottlenecks

    I'd love to get insights from other developers working on multi-modal AI systems.
    How do you handle performance issues when combining text generation and image rendering in the same architecture?



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    Albert wick
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