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The Five Pillars of Production AI: CACTUS → SKELETS → VECTOR → SPECIALIST → CREATE
February 18, 202644 min read
RAG Architecture Retrieval Augmented Generation Vector Embeddings AI Data Quality Knowledge Chunking LLM Production Generative AI Pipeline Semantic Search Agentic AI Multimodal AI AI Observability Production MLOps AI System Design Solution Architecture Enterprise AI Knowledge Management Vector Database Embedding Models AI Scaling NLP Engineering
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Satyam
AI & Cloud Architect. Helping teams build systems that scale to millions.