[unitaryDESIGN 2026] Documentation Chatbot UX (Design‑Only)

Deliverables

• UX flow
• Conversational patterns
• UI mockups
• An open-source tooling/architecture concept (e.g., a RAG pipeline with open tools)
• A short “reference mapping” note: which existing example(s) you used for inspiration, and what you adapted for Quantify

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Constraints

• Zero cost (no cloud API, etc.)
• Open-source stack
• No implementation or code

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Evaluation

• Usefulness for beginners
• Trust and safety handling (citations and fallback states)
• Clarity of the proposed system

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Similar examples (for participant orientation, inspiration only)

• https://github.com/open-webui/open-webui
• https://github.com/arc53/DocsGPT
• https://github.com/imartinez/privateGPT
• https://github.com/microsoft/chat-copilot

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Quantify context links

• https://gitlab.com/quantify-os/quantify/-/blob/main/README.md
• https://quantify-os.gitlab.io/quantify/
• https://quantify-os.gitlab.io/quantify/dev/tutorials/index.html