Vectors in Search

Directory Structure

python

Code for implementing the k-means tree, LSH sim hash and vector thresholding algorithms, and indexing and searching vectors in solr using these techniques.

solr_plugins

Java code for implementing the custom similarity classes and payloadEdismax parser described in the talk.

solr_configs

Xml snippets for importing the solr plugins from the 'solr_vectors_in_search_plugins' java code.

Implementation Details

Solr Version - 7.5
Python Version - 3.x+ (3.5 used)