README.md

milvus-skill

An agent skill that teaches LLMs how to use pymilvus to operate Milvus vector database.

What's Included

• SKILL.md — Main skill definition with connection, collection management, vector operations, and index management
• references/ — Detailed reference docs for each feature area:
  • collection.md — Data types, schema fields, collection operations
  • vector.md — Insert, search, hybrid search, full-text search, iterators, filters
  • index.md — Index types, metric types, create/manage indexes
  • partition.md — Partition CRUD
  • database.md — Database management
  • user-role.md — RBAC: users, roles, privileges
  • patterns.md — Common patterns (RAG, semantic search, hybrid search, full-text search)

Install as Claude Code Skill

claude skill add --url https://github.com/zilliztech/milvus-skill

Capabilities

• Connect to Milvus Lite, Standalone, Cluster, or Zilliz Cloud
• Create collections with quick or custom schemas
• Insert, upsert, search, query, get, delete vectors
• Hybrid search with RRF/Weighted reranking
• Full-text search with BM25
• Paginated iteration over large result sets
• Index management (AUTOINDEX, HNSW, IVF_FLAT, etc.)
• Partition, database, and RBAC management

Requirements

• Python 3.8+
• pymilvus (pip install pymilvus)