Initialize, index, refresh, and maintain the model-free AutoRAG Lite lifecycle (config, roots, datasources, refresh, watch, status, index reset/rebuild) without configuring any model. Use when autorag lite init/refresh/status is needed, indexes are missing or stale, or the user wants local document indexing without a search model.
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