Milvus

Milvus is an open-source vector database designed for GenAI applications, offering high-speed searches and the ability to scale to tens of billions of vectors without performance loss. Easily install with pip and get started in seconds by creating collections, inserting data, and performing searches.

from pymilvus import MilvusClient
client = MilvusClient("milvus_demo.db")
client.create_collection(
  collection_name="demo_collection",
  dimension=5
)

Deployment Options:

• Milvus Lite: Lightweight, perfect for learning and prototyping.
• Milvus Standalone: Robust for production or testing with millions of vectors.
• Milvus Distributed: Enterprise-grade, scalable to billions of vectors.

Key Benefits:

• Elastic Scaling: Supports massive datasets effortlessly.
• Blazing Fast Retrieval: Quick and accurate data access with Global Index.
• Reusable Code: Deploy with a single line of code.
• Feature-Rich: Offers metadata filtering, hybrid search, and more.

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