Natural Language Python Packages

pytextrank

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

94K 2K 334

lexicalrichness

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

8K 112 22

eld

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

7K 21 3

graphrefly

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

6K 0 0

ludwig

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

5K 12K 1K

typechat

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

5K 9K 413

hey-cli-python

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

5K 4 0

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.

4K 25 4

cloudwright-ai

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

4K 28 1

cloudwright-ai-cli

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

3K 28 1

cloudwright-ai-web

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

3K 28 1

cloudwright-ai-mcp

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

3K 28 1

pywebtask

Easy-to-use LLM-powered web automation.

2K 13 1

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

2K 53 5

nighthawk-python

Embed natural-language blocks in Python functions and execute them with LLMs.

2K 0 0

forte

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

2K 252 60

czech-sort

Python tool for simple Czech alphabetization

1K 14 2

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.

1K 9 2

intentguard

A Python library for verifying code properties using natural language assertions.

1K 35 0

ieml

IEML semantic language - a meaning-representation system based on semantic primitives and a regular grammar. Basic semantic relationships between concepts are automatically computed from syntactic similarities.

1K 59 8