aws-samples/conversational-ai-assistant-multi-route-chain
This GitHub repository guides you through building an advanced Conversational AI assistant using AWS services and Anthropic's Claude V2 model. It features intelligent routing to relevant functions, database querying, semantic searches, Lambda function executions, and specialized interactions.
Implements dual architectural approaches: **Amazon Bedrock Agents** for managed infrastructure with built-in knowledge bases, and **LangChain** for open-source flexibility with custom tool integration. The IoT manufacturing use case demonstrates RAG-powered SQL generation against operational databases, enabling the assistant to contextualize device metrics within semantic understanding for proactive maintenance decisions.
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May 17, 2024
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