Fulltext Search Python Packages

pyreindexer

Embeddable, in-memory, document-oriented database with a high-level Query builder interface.

pylibseekdb

The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.

pyseekdb

A unified python SDK supports OceanBase or OceanBase seekdb, more efficient and easy-to-use.

django-tsvector-field

Django field for tsvector (PostgreSQL full text search vector) with managed stored procedure and triggers.

seekdb

The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.

seekdb-lib

OceanBase SeekDB

shellinford

Wavelet Matrix/Tree succinct data structure for full text search (using shellinford C++ library)

pylibseekdb-runtime

The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.

nanofts

High-performance full-text search engine written in Rust

cratedb-django

CrateDB connector for Django

zopyx-typesense

Typesense integration for Plone 6