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Conversational AI is changing how businesses handle customer support, moving beyond traditional chatbots to deliver faster and more personalized service. This guide covers its benefits, common use cases, implementation best practices, and the factors that influence long-term success.

RAG systems are already used in real products and internal workflows, and the main challenges appear once they start working with real data and existing systems. This article looks at companies that build RAG as part of working applications and what to pay attention to when choosing a development partner.