Knowhere

Document parsing and memory layer that prepares files for AI agents and RAG.

PlatformWebfreemium

Knowhere prepares unstructured documents like PDFs, Office files, and images for use by AI agents, parsing their layout and hierarchy into structured, navigable memory rather than flat text chunks. Agents can then walk the resulting section tree and cross-document graph to find and cite the right passage. It's available as a managed cloud API with free starter credits, or as a self-hosted Docker stack with its own dashboard.

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