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Core Concepts

What your customers expect and what to deliver.
    1. Narrow the knowledge gap – make organizational knowledge instantly accessible.
    2. Instant service – deliver answers quickly via an AI chatbot.
    3. Keep it intuitive – provide only what’s needed at a fair price.

    Below is a basic sequence of how user questions are answered.

    sequenceDiagram
        autonumber
        loop History
        User->>Chatbot: Question
        Chatbot->>Company KB: Search
        Company KB->>Chatbot: Results
        loop LLM
        Chatbot->>LLM: Prompt (Q + KB + History)
        LLM->>Chatbot: Answer
        end
        Chatbot->>User: LLM answer + sources
        Note right of Chatbot: Store Q&A
        end

    Flows may vary by options. Agent handoff and KB management flows are similar.