MCompassRAG Adds Topic Metadata Layer to Cut RAG Retrieval Noise

MCompassRAG introduces topic-level metadata as a pre-filter before dense similarity search, reducing semantic noise from mixed-topic chunks without requiring finer chunking that expands search space. The approach targets deep research tasks requiring fast, precise retrieval over large heterogeneous corpora.