Extract And Link Tables And Images To Source Sections Via Vlm Summaries

Knowhere is an open-source document parsing and retrieval backend that converts PDFs, Office files, images, and text into hierarchy-native chunks with citations and cross-document links. It serves this memory to AI agents and RAG pipelines, including via MCP.

RAG | Python · agentic-rag · document-parsing