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The "Chat with Multiple PDF Documents using LangChain and Google Gemini Pro" project enables seamless interaction with multiple PDFs by leveraging LangChain for document processing and Google Gemini Pro for advanced conversational AI capabilities. It allows users to query, analyze, and retrieve insights from PDF documents efficiently.