AI-powered Multimodal Data Extraction Library
1.5k 2026-04-18
emcf/thepipe
A Python library for extracting clean markdown, multimodal media, and structured data from complex documents using vision-language models.
Core Features
Scrape clean markdown, tables, and images from any document.
Extract text, images, video, and audio from diverse file types and URLs.
Out-of-the-box compatibility with VLMs, vector databases, and RAG frameworks.
AI-native file-type detection, layout analysis, and structured data extraction.
Supports a wide range of sources including PDFs, Word docs, Powerpoints, videos, and audio.
Quick Start
pip install thepipe-apiDetailed Introduction
thepi.pe is a powerful Python package designed to simplify the extraction of clean, structured, and multimodal data from challenging documents. Leveraging advanced vision-language models (VLMs), it ensures superior output quality for tasks like scraping markdown, tables, images, and even audio/video content. It seamlessly integrates with any LLM, VLM, or vector database, making it an ideal tool for AI-native applications requiring robust document processing capabilities across a vast array of file formats and sources.