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How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot

AWS Machine Learning

Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. The end goal was to create a chatbot that would seamlessly integrate publicly available data, along with proprietary customer-specific Q4 data, while maintaining the highest level of security and data privacy.

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Conversation Intelligence Vs Conversational Intelligence: The Difference Is Much Greater Than You Think!

SmartKarrot

Beat Competition Based on a study conducted by Forrester Consulting, 89% of marketers have stated how using AI conversation intelligence software is crucial to staying competitive in their business industry. For example, if the user asks for the latest news headlines, the platform may connect to a news API to gather relevant information.