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A Generative AI Engineer is building a multilingual chatbot to assist global customers. The system needs to dynamically identify the user’s language, retrieve the correct localized context from the vector store, and respond fluently in the same language. The retrieval content is stored with metadata tags like language_code, region, and version. Which implementation approach best meets the requirements for dynamic language-aware behavior?