Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

A Repo For Document AI

ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexible and powerful document workflows.

Detectron2 for Document Layout Analysis

[Late Submission] Solution for Kuzushiji recognition (Kaggle competition)

Visual Domain Knowledge-based Multimodal Zoning Textual Region Localization in Noisy Historical Document Images

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

Extracting structured text from GI Bill index cards for JDoc 2023 paper

SegClarity: An attribution-based XAI workflow for layer-wise interpretability in semantic segmentation

Analyze document image complexity based on segmentation results

A simple FastAPI application that allows users to upload PDF or DOCX documents in a database, get a summary generated by a local LLM via Ollama, and ask natural language questions about their content.