okf-ingest is an open-source CLI tool that enables deterministic, agent-free ingestion of Open Knowledge Format (OKF) bundles. It validates, loads, renders, graphs, and semantically searches OKF data, integrating with DuckDB. Designed for data engineers working with knowledge bundles in Python or R environments.
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