Your question is Design an LLM Chatbot. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Design a chatbot using LLMs and agentic workflows.
Explain how you would turn this into a production system. Cover the end-to-end request flow, model and tool selection, retrieval and grounding, workflow orchestration, memory, safety, evaluation, observability, latency, cost, and failure recovery. State the assumptions you need before choosing scale, infrastructure, or model configurations.