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
PyMilvus is a Python library that lets you easily work with the Milvus vector database. It allows you to store, manage, and search through vast collections of vector embeddings, which are numerical representations of data like images, text, or audio. Data scientists, machine learning engineers, and application developers use this to build similarity search, recommendation, and AI-powered data retrieval systems.
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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