Indexing Python Packages

pyfaidx

Efficient pythonic random access to fasta subsequences

products-zcatalog

Zope's indexing and search solution.

multidim-indexing

Batch multidimensional indexing for pytorch

cocoindex-code

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

whoosh3

Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3

embed-anything

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

embed-anything-gpu

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

alfanous3-mcp

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

alfanous3

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

summa-client-python

Full-text, sparse and dense vector search in Rust, with gRPC and WebAssembly.

glep

A command-line code search tool for AI coding agents: an indexed grep and glob with ripgrep-compatible output and no daemon.

pydoof

🔍🐍 A Python library for search and indexing in Doofinder

langchain-whoosh

Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3

xoak

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

llama-index-retrievers-whoosh

Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3

refspy

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

ngram-search

Ngram-based indexing of strings into a binary file

gsc-indexer-mcp

MCP server for Google Search Console - index status, URL inspection, request indexing, sitemap submission and search analytics for Claude and other AI agents.

wikimap

Zero-LLM incremental index + lazy semantic layer for knowledge vaults (markdown, HTML, PDF, images). One file, no dependencies, sub-second updates.

nanoindex

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

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.

alfanous

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

flatseek

Powerful disk-first full-text search for production data and portable datasets. No always-on infrastructure required.

unitok

A machine learning toolkit for tokenization and indexing