عودة إلى المدونةAI Systems Architecture
The Five Pillars of Production AI: CACTUS → SKELETS → VECTOR → SPECIALIST → CREATE
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