Roadmap

The roadmap provides a high level overview of key areas that will likely span multiple releases.

Vearch 0.1

0.1 was released in early September.

Usage

End-to-End one-click deployment.

RESTful API

Index & Search

Support L2 and inner-product searching metric.

Replace the static batch indexing with real time indexing.

Add the fine-grained sort after PQ coarse sort.

Add the numeric field and bitmap filters in the process of searching.

Models

Real-time modified IVFPQ model based on Faiss.

Storage

Only memory supported now.

Container

Support docker.

Vearch 0.2

Vearch 0.2 has been released on October 31th 2019.

Search

Numeric index filtering optimization.

Storage

Memory and disk supported now.

Plug-in

Video surveillance security scene algorithm plug-in.

Vearch 0.3

Vearch 0.3 will be released in November 2019.

Models

More retrieval models would be integrated.

Management UI

Management frontend for vearch.

Plug-in

More algorithm plugins.

Testing

Stability testing.