This invention describes a system that helps website builders use AI assistants (like ChatGPT) to answer user questions. When a user asks a question on a website, the system finds relevant information from the website's content, uses that to ask the AI for an answer, and then critically *checks* the AI's answer for accuracy and relevance before showing it to the user. The system specifically narrows its content retrieval to convert user questions into a structured format suitable for graph databases.
Why it matters: While the need for reliable LLM evaluation was clear in 2024, the tools and frameworks for building sophisticated evaluation systems and integrating LLMs with structured data, like graph databases, have matured, potentially simplifying the 'chat triad' and content retrieval components.
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