A pure Python trie data structure implementation.
A retry layer for HTTPX.
Static memory-efficient and fast Trie-like structures for Python.
Provides a country field for Django models.
SQL-based prefix tree inspired by pygtrie and python-diskcache
pyahocorasick is a fast and memory efficient library for exact or approximate multi-pattern string search. With the ``ahocorasick.Automaton`` class, you can find multiple key string occurrences at once in some input text. You can use it as a plain dict-like Trie or convert a Trie to an automaton for efficient Aho-Corasick search. And pickle to disk for easy reuse of large automatons. Implemented in C and tested on Python 3.6+. Works on Linux, macOS and Windows. BSD-3-Cause license.
Build trie-based regular expressions from large word lists
LangChain retriever for traversing document graphs on top of vector-based similarity search.
Retriever combining unstructured similarity and structured document traversal.
llama-index retrievers bm25 integration
Store/search CIDR prefixes in a trie structure.
Super-fast, efficiently stored Trie for Python.
A pure Python implementation of the trie data structure.
trie.py: a efficient package for search words using trie tree
Python Logger plugin to send logs to Logentries
An AWS Labs Model Context Protocol (MCP) server for Bedrock Knowledge Base Retrieval
Efficient Trie-based regex unions for blacklist/whitelist filtering and one-pass mapping-based string replacing
A modern RAG ingestion pipeline from Nvidia
Discover and retrieve water data from U.S. federal hydrologic web services.
A Bayesian optimization research toolbox built on TensorFlow
High-level API for asynchronous requests with persistent caching.
List of existing countries and currencies
A log of what was already attempted in this repo, and why it didn't work.
A django model & fixture containing all data from the countries table of Geonames.org
Asynchronous Python client for LaMetric TIME devices.
Registry for managing CSS and JS
Type-safe offline data for 250 countries, 5,327 states, and 156,169 cities, plus 14,058 county equivalents, with Pydantic models and lazy loading.
Decorator for retrying exec a method
Simple tools to define world locations from a set of topological faces and set algebra
A library containing retrieval related components in Gen AI applications.
Python client library for Nutrient Document Web Services API
HanLP: Han Language Processing
Judy array and digital trie engine for Python (clean-room Rust implementation)
Python client for the Context Surfaces API — manage context surfaces and invoke MCP tools. Includes an optional CLI (ctxctl).
TCIA Data Retriever headless executable and Python interface
Radix tree implementation
pysettrie package
Return useful information for every country in the ISO 3166 standard.
Nutrient SDK native libraries
Installable MCP server for the Retrieval API: academic-paper search + journal memory + ACE playbook + semantic code search
i18n for ISO 3166-1 country codes. We support Alpha-2, Alpha-3 and Numeric codes
Exact 2D profiles of canonical high-speed test geometries (blunted plate, cone, ogive, ...)
A python library for cardiac geometries
Fast multi-model retrieval runtime: ONNX and GGUF embeddings, reranking, and a declarative model contract
A synchronous wrapper for AIOHTTP
Calls commands to the trie server that can modify its state
Registration management and lookup of objects, for extensible Python applications.