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The WhatsApp AI Bot offers an advanced conversational experience by integrating OpenAI's GPT-4 with Spring AI. It maintains conversation memory for coherent interactions and dynamically fetches information, such as employee data, through the Model Context Protocol (MCP) server. Built with Meta's WhatsApp Business API, the bot enables real-time, bidirectional messaging and features an MCP Inspector for debugging tools and ngrok support for local development, making it a robust solution for automated intelligent communication.