pymilvus and milvus-skill
The Python SDK provides the foundational library for programmatic database access, while the agent skill builds on top of it to enable LLM-based interaction with Milvus through natural language—making them complements that work together in a stack.
About pymilvus
milvus-io/pymilvus
Python SDK for Milvus Vector Database
Provides gRPC-based client libraries for vector search operations including collection management, index configuration, and hybrid scalar-vector queries against Milvus clusters. The SDK supports optional bulk loading via `bulk_writer` and semantic search via `milvus-model` integrations, with version-specific compatibility ensuring alignment with Milvus server releases.
About milvus-skill
zilliztech/milvus-skill
Agent skill that teaches LLMs to operate Milvus vector database using pymilvus — connection, collections, vector CRUD, search, hybrid search, full-text search, indexing, RBAC, and common patterns like RAG
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