/plushcap/analysis/zilliz/hybrid-search-with-milvus

Hybrid Search with Milvus

What's this blog post about?

Milvus 2.4 introduces multi-vector search and hybrid search capabilities, allowing simultaneous queries across multiple vector fields and integrating the results with re-ranking strategies. Hybrid search is a process of conducting searches across various vector fields within the same dataset. This tutorial demonstrates how to leverage Milvus's hybrid search capabilities using the eSci dataset and BGE-M3 model. The steps include preparing the dataset, generating embeddings with BGE-M3, setting up a Milvus collection, inserting data into the collection, and executing hybrid searches in Milvus.

Company
Zilliz

Date published
April 30, 2024

Author(s)
By Stephen Batifol

Word count
1100

Hacker News points
None found.

Language
English


By Matt Makai. 2021-2024.