bm25-search
Shared tool discovery and execution for AI clients and applications across MCP, A2A, and internal tools—intent-ranked Top-K retrieval with centrally managed provider and tool changes
Long-term memory infrastructure for LLM applications with deterministic updates, hybrid retrieval, provenance and evaluation.