Ontos-AI/knowhere

Knowhere is a document-processing memory layer that turns unstructured PDFs, office files, images, tables, Markdown, and text into structured, navigable information for AI agents. It supports agentic RAG and other LLM workflows by preserving context while parsing documents, extracting hierarchies, and building graphs. The catalogue instruction helps coding agents use Knowhere.