advanced~3h
Design an AI Chatbot on AWS
A worked system-design example for an AI-powered chatbot on AWS — Bedrock for the LLM, a RAG pipeline for grounding answers in your own data, and conversation-history management.
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Subtopics
🎓 Learning objectives
- •Explain why a chatbot backed by a foundation model alone isn't enough for most real product use cases
- •Design a RAG (Retrieval-Augmented Generation) pipeline on AWS end to end
- •Manage conversation history/context within an LLM's context-window constraints
- •Identify where Bedrock Guardrails fits to keep responses safe and on-topic
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