Indexing Python Packages

pyfaidx

Efficient pythonic random access to fasta subsequences

products-zcatalog

Zope's indexing and search solution.

cocoindex-code

A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!

embed-anything

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

alfanous3

Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...

alfanous3-mcp

An MCP (Model Context Protocol) server that exposes the Alfanous Quranic search engine as tools and resources for AI assistants.

embed-anything-gpu

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

pydoof

🔍🐍 A Python library for search and indexing in Doofinder

nanoindex

Agentic RAG Harness for long documents, Tree and Graph based reasoning. Cited answers down to the pixel

flatseek

Full text search over the flat files. An Elasticsearch alternatives. Search billions of rows from CSV / JSON / XLSX without 24/7 machine.

refspy

A Python package for working with biblical references in human-written text.

xoak

xarray extension that provides tree-based indexes used for selecting irregular, n-dimensional data.

bivittatusdb

Operator Based Relational Database Management system for python

unitok

A machine learning toolkit for tokenization and indexing

multidim-indexing

Multidimensional batch indexing of pytorch tensors and numpy arrays

alfanous

Quranic search engine API

ngram-search

Ngram-based indexing of strings into a binary file

omnichunk

Structure-aware text chunking library for code, prose, and markup files. Intelligently splits files into context-rich chunks while preserving semantic boundaries. Supports 15+ programming languages, deterministic output, and zero external dependencies. Perfect for RAG systems, code analysis, and LLM context optimization.

hashedindex

Python package providing an Inverted Index implementation using dictionaries

csan

Cutter-Sanborn call number generator. Can be used as CLI tool or as Python library.

indexedredis

A super-fast ORM backed by Redis, supporting models and indexes with O(1) searches, and support for storing native/complex types and objects

hashdex

A file indexer based on content hashes to quickly find duplicate files on your system.

cockatrice

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

sfquery

CLI for querying Azure Service Fabric Reliable Collections