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Every AI system must have these 5 layers.I've explained each layer with examples.1. 𝗗𝗮𝘁𝗮This layer manages how data is stored, processed, and retrieved for AI systems.• Vector databases → Store embeddings for search• Embedding models → Convert text into vectors• Document processing → Parse and structure documents• Knowledge graphs → Connect entities and relationships• RAG systems → Retrieve external context for LLM• Semantic caching → Cache responses for faster reuse𝗘𝘅𝗮𝗺𝗽𝗹𝗲𝘀: Pinecon
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Nvidia CEO Jensen Huang describes the AI ecosystem as a "five-layer cake" to highlight its foundational components and global competitive dynamics. This framework, shared during a talk at the Center for Strategic and International Studies, outlines the stack from raw resources to end-user value. Huang noted that mastering all layers creates exportable AI stacks. While chips and models currently hold the most value, energy is emerging as the key limiter amid rising AI demand. This framework helps
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