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An intelligent LLM-powered knowledge extraction framework that transforms unstructured documents into persistent, strongly-typed Knowledge Abstracts. Supports 8+ knowledge structures (from Lists to Knowledge Graphs, Hypergraphs, and Spatio-Temporal Graphs) with 10+ extraction engines and 80+ YAML templates for Finance, Legal, Medical, and other domains.