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The Five Pillars of Production AI: CACTUS → SKELETS → VECTOR → SPECIALIST → CREATE

By Satyam KumarFebruary 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 Kumar

Founder & AI Architect, AppScale LLP

人工智能和云架构师。帮助团队构建可扩展到数百万的系统。

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