IT ServicesConversational RAG with feedback-to-memory, dynamic instruction retrieval, and hybrid intent/feedback classification.presented as a wix ai site-chat production project/architecture with a highlighted site owner’s feedback capability; the ddki-rag pattern is described as the proposed mechanism behind dynamic updates.

Feedback-adaptive AI site chatbot with dynamic knowledge and instruction RAG

A website owner can chat with their own bot, correct it, and teach it private tips or rules. The system turns that feedback into hidden knowledge or instructions so future visitors get better answers without the owner editing the public website.

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Executive Brief

Business Problem Solved

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Value Drivers

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Strategic Moat

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Executive brief, technical architecture, and market positioning for this use case.

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Technical Analysis

Model Strategy

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Data Strategy

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Implementation Complexity

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Scalability Bottleneck

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Market Signal

Adoption Stage

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Differentiation Factor

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Key Competitors

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Executive brief, technical architecture, and market positioning for this use case.

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Executive Brief•Technical•Market Signal

Part of Application

AI-Assisted Product and Developer Collaboration Workflows

7 use cases in this application

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Source

https://wix.engineering/post/how-wix-s-ai-site-chat-redefines-chatbots-with-adaptive-feedback-and-dynamic-knowledge