#pip install

ScrapeGraphAI is an open-source Python library designed for efficient data extraction using language models and graph logic. It supports extraction from both websites and local files such as XML, HTML, and JSON. The library offers flexible pipeline creation for various scraping needs, additional language model integrations, and advanced semantic processing tools. Easy to install via PyPI, it also provides features for script generation and audio output. Enhanced by OpenAI support and local model options, it serves as a versatile solution for web scraping tasks.

Riposte provides a dedicated framework for creating interactive shells in applications, focusing on ease of separating shell logic from domain logic. It offers features like command registration, tab-completion, and history management, making it suitable for developers interested in building command-driven interfaces. Riposte is compatible with multiple Python versions, providing flexible integration and ensuring stability with its thread-safe printing capabilities and CLI support. This tool is designed to enhance the functionality and usability of Python-based command interfaces.

PyNLPl serves as a comprehensive Python library supporting a range of natural language processing tasks, from basic n-gram extraction to sophisticated language model building. It features a variety of data structures, algorithms, and format parsers, notably excelling in FoLiA XML processing. Compatible with both Python 2.7 and 3, it includes modules for data evaluation, format parsing, search algorithms, and statistical analysis. Installation is straightforward via pip or available on select Linux distributions.