SearchArray

Search experiments in pandas mean standing up Elasticsearch or hand-writing inverted indexes. SearchArray makes full-text search feel like a numpy array.

It turns text columns into searchable arrays with BM25 and more, ideal for prototyping ranking.

Features

Arrays:pandas columns.

BM25:Scoring.

Phrases:Exact matches.

Prototyping:No server.