Hyper-Extract: LLM-Powered CLI for Knowledge Extraction to Structured Data

solyarisoftware · x · 2026-08-28

Hyper-Extract is an LLM-powered knowledge-extraction CLI designed to convert unstructured text into structured Knowledge Abstracts. It features a one-command workflow to parse documents and query or visualize results, supporting eight knowledge structures (lists, graphs, hypergraphs, etc.) and over 80 YAML templates for domains like finance, legal, and medical. It includes multiple extraction engines (GraphRAG, LightRAG, Hyper-RAG, etc.) and supports local vLLM configuration with models like Qwen3.5-9B for extraction and embedding.

Related event: HyperExtract: Open-Source Tool Turns Docs into Knowledge Graphs via LLM(2 posts)→

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