NLP

Unstructured: The Toolkit for Connecting LLMs to Your Data, from Prototyping to Production

In Spring 2022, we launched Unstructured to tackle a problem that burdened us for years — transforming raw files containing text into a format readable by machine learning…

Setting up a Private Retrieval Augmented Generation (RAG) System with Local Llama 2 model and Vector Database

Effortless Document Extraction: A Guide to Using Unstructured API and Data Connectors

How We Got Started

For the last 10 years Brian Raymond and the founding engineering team have been working at various companies in the NLP space…

Leveraging Enterprise Specific Data With LLMs: How Unstructured Unlocked 100k+ Pages of IRS Manuals

Speeding up vision transformers

In document understanding systems based on deep learning, document images are processed by a vision…

Prompting large language models to solve document understanding

Speeding up text generation with non-autoregressive language models