Introduction

The Cognaize SDK is a framework for developing AI models powered by a combination of layout models and language models. It enables context-aware reasoning based on both language and visual cues. With the Cognaize SDK, you can build AI that understands the full context of documents beyond just the text.

• Layout models extract key visual elements like headers, tables, and more to provide essential signals alongside the text content.
• Finance-specific fine-tuned language models allow for context-aware reasoning.

The main value propositions are:

• Fully Private (if desired): easily train your own large language model on your private data.
• True AI Adequacy: specialize and downsize models reducing the cost of inference significantly.
• Knowledge Graphs: gain much deeper understanding through knowledge graphs.