miliger-qmd-manager

Unify QMD search with custom knowledge repositories by integrating official QMD search functions, enabling fast keyword and semantic search across multiple collections for PM, testing, and content domains.

BM25 keyword search matches exact terms across collections, while vector semantic search uses embeddings to match conceptual meaning. This QMD manager supports both, plus hybrid search, for unified knowledge-base retrieval.

Yes, you can manage multiple knowledge collections specifically for project management, software testing, and content creation domains. It supports multi-collection embedding workflows for fast cross-domain retrieval.

Install the QMD manager, configure your knowledge-base collections, and execute your first search. This setup streamlines cross-collection retrieval and integrates custom knowledge repositories with official QMD features.

Yes, unified knowledge-base management supports hybrid search. It combines official QMD BM25 keyword search and vector semantic search to retrieve information efficiently across integrated custom knowledge repositories.