Operate Milvus vector database with pymilvus Python SDK. Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid search, full-text search, manage indexes, partitions, databases, or RBAC via Python code.
Manage Zilliz Cloud vector databases via zilliz-cli. Use when the user wants to: (1) set up zilliz-cli (install, login, configure), (2) manage clusters (create, list, describe, suspend, resume, delete, modify), (3) manage collections, indexes, partitions, databases, or aliases, (4) perform vector operations (search…
Satori MCP workflow for repository code intelligence: finding where unfamiliar behavior lives, tracing ownership and callers, reviewing change impact, and handling index readiness (create, sync, reindex, cancel). Use when a task needs Satori search, navigation, or index lifecycle decisions beyond a known path or…