Natural Language Python Packages

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

lexicalrichness

:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).

nedb-engine

NEDB - versioned, self-compressing, time-traveling embedded database

eldc

The fastest high-accuracy natural language detector. Written in C.

cryptodb

NEDB - versioned, self-compressing, time-traveling embedded database

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

aof-db

NEDB - versioned, self-compressing, time-traveling embedded database

eplang

EPL - English Programming Language: Write code in plain English

eld

Fast and accurate natural language detection. Detector written in Python. Nito-ELD, ELD.

stark-engine

S.T.A.R.K. - Speech And Text Algorithmic Recognition Kit

cocosearch

Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages. Features CLI, MCP server, WEB dashboard and interactive REPL.

cloudwright-ai

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

cloudwright-ai-web

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

pyfranc

Text language detection basic on trigrams.

cloudwright-ai-cli

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

pywebtask

Easy-to-use LLM-powered web automation.

textfeatureselection

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

nlp2sql

Enterprise-ready Natural Language to SQL converter with multi-provider AI support (OpenAI, Anthropic, Gemini). Built for production scale databases (1000+ tables) with Clean Architecture.

typechat

TypeChat is a library that makes it easy to build natural language interfaces using types.

graphrefly

Reactive harness layer for agent workflows. Describe automations in plain language, trace every decision, enforce policies, persist checkpoints. Python. Zero dependencies.

ai-file-organizer

AI-powered file organizer CLI using natural language instructions

czech-sort

Python tool for simple Czech alphabetization

cloudwright-ai-mcp

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

gmat-copilot

Natural-language to validated GMAT .script — RAG-grounded generation, lint-checked against gmat-script, with a model-agnostic CLI.