Dsh Ragflow

Key features

• RAGFlow knowledge-base retrieval for the DeepSeek Harness.
• The package follows the Harness three-role capability pattern: one seam, one provider, one consumer — shipped as one package with four plugin entry points (the fourth is the configuration page over the same values), so a profile can override, replace, or drop any single role without touching the others.
• Three ways in, one set of values.
• The model calls ragflow_retrieve with a question.
• It gives the agent a ragflow_retrieve tool that queries your RAGFlow datasets and returns document chunks with similarity scores and source names.