KX Systems

KDB.AI vector database — schema design, hybrid search, integration patterns, and vector-index sizing

KX Insights Enterprise workflows — kxi CLI administration (package build/deploy, install/upgrade, logs) and Stream Processor pipeline authoring

KDB-X workflows and patterns for the next-generation KX time-series database

Query OneTick market and reference data from Claude — MCP for SQL discovery/composition, onetick-py WebAPI wheel for execution over Arrow

KDB-X Python (pykx) workflows — using kdb+/q from Python, conversions between Python and q types, and KDB-X Python API guidance

kdb+/q language support — idiomatic q, qsql, IPC, kdb+ workflows, and KX qlint integration via /qlint-snippet