What is Hybrid Search?

• tantivy

  48 10,017 9.1 Rust

  Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

  

Tantivy - a full-text indexing library written in Rust. Has a great performance and featureset.

• MeiliSearch

  129 43,656 9.8 Rust

  A lightning-fast search API that fits effortlessly into your apps, websites, and workflow

  

In this case, a good strategy is to use vector search only when the keyword/prefix search returns none or just a small number of results. A good candidate for this is MeiliSearch. It uses custom ranking rules to provide results as fast as the user can type.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• lnx

  6 1,155 7.8 Rust

  ⚡ Insanely fast, 🌟 Feature-rich searching. lnx is the adaptable, typo tollerant deployment of the tantivy search engine.

  

lnx - a young but promising project, utilizes Tanitvy as a backend.

• zinc

  1 16,051 10.0 Go

  Discontinued ZincSearch . A lightweight alternative to elasticsearch that requires minimal resources, written in Go. [Moved to: https://github.com/zincsearch/zincsearch]

  

ZincSearch - a project written in Go, focused on minimal resource usage and high performance.

• sonic

  48 19,496 7.0 Rust

  🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.

Sonic - a project written in Rust, uses custom network communication protocol for fast communication between the client and the server.

• WANDS

  1 49 0.0 Jupyter Notebook
  

I also selected a relatively new search relevance dataset. WANDS, which stands for Wayfair ANnotation Dataset, is designed to evaluate search engines for e-commerce.

Suggest a related project