Uncharted has been working on applications of knowledge-graph augmented Retrieval-Augmented Generation (RAG) for months now and couldn’t be more excited about its potential.

When it comes to productivity tools, we’ve reached the maximum complexity of graphical user interfaces (GUIs): cascading menus, endless dialogue boxes, a plethora of buttons. When you need a search engine or a user-generated tutorial to figure out how to change a setting in your email, slide deck, or image editor, the interface is no longer discoverable. So if using a GUI is now like trying to determine how to write a query in SQL, what’s the way back to discoverability?

Is your holiday wish list full of eco-friendly gadgets? Even if you’ve been decidedly nice, supply chain fragility may impact what ends up under your tree.

Understanding and organizing a summation of knowledge is hard. Large language models (LLMs) can help, but words alone are not enough.