Full Text Search Python Packages

usearch

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

flashrank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

walrus

Lightweight Python utilities for working with Redis

whoosh-reloaded

Whoosh is a fast, featureful full-text indexing and searching library implemented in pure Python.

apexbase

A High-performance HTAP embedded database. A reliable work partner.

usearch-iscc

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

sifts

Simple full text & vector search engine Python library

uqa

UQA — Unified Query Algebra: a multi-paradigm database engine unifying relational, text retrieval, vector search, graph query, and geospatial paradigms under a single algebraic structure

yt-fts

YouTube Full Text Search - Search all of YouTube from the command line

contextinator

Filesystem tools for AI agents with optional RAG capabilities

afwf-fts-anything

Allows you to do full-text search on your own dataset, and use the result to open url, open file, run script, or basically do anything.

scout

RESTful search server written in Python, powered by SQLite.

ngram-search

Ngram-based indexing of strings into a binary file

ebk

Powerful eBook metadata management tool with SQLite backend, AI-powered enrichment, web interface, and comprehensive CLI. Features full-text search, automatic metadata extraction, and LLM integration for intelligent tagging and categorization.

aws-resource-search

A terminal application that enables interactive searches for AWS resources. It is a mini AWS console in your terminal or shell environment.

poyonga

Python Groonga Client

promptvault-py

Turn your Claude Code conversation history into a searchable markdown library + SQLite database

flask-ponywhoosh

A Flask full-text search engine

cockatrice

Cockatrice is a full text search and indexing server. It is written in Python built on top of Whoosh.

ponywhoosh

Make searchable your database over PonyORM

hermescloud

Extremely Fast Full-Text-Search Algorithm and Caching System

django-hawkeye

Django-hawkeye full-text search using PostgreSQL pg_textsearch - a lightweight Elasticsearch alternative

trad-zh-search

Traditional Chinese text preprocessing for search engines — CKIP segmentation + bigram indexing with pluggable domain dictionaries

pyreds

Simple full text search module for Python - backed by Redis