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).

eplang

EPL - English Programming Language: Write code in plain English

eld

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

ludwig

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

cloudwright-ai

Architecture intelligence for cloud engineers — design, cost, compare, export

cocosearch

Local-first hybrid semantic code search with dependency graphs and cross-repo search

typechat

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

cloudwright-ai-cli

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

cloudwright-ai-web

Web UI for Cloudwright architecture intelligence

cloudwright-ai-mcp

MCP server for Cloudwright architecture intelligence

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

graphrefly

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

pywebtask

Easy-to-use LLM-powered web automation.

forte

Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/

hey-cli-python

Your terminal buddy that turns plain English into shell scripts — and runs them. Powered by Ollama. 100% local, 100% private.

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.

pytimeparser

Basic Python module to parse time expressions.

czech-sort

Text sorting function for the Czech language

cratedb-mcp

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

pyfranc

Text language detection basic on trigrams.

rakun2

RaKUn 2.0 - A fast keyword detection algorithm

nighthawk-python

A Python library where Python controls flow and LLMs or coding agents reason within constrained Natural blocks.

ai-ffmpeg-cli

AI-powered CLI that translates natural language to safe ffmpeg commands