Fixed-Dimensional Encoding (FDE) solves a fundamental problem in modern search systems: how to efficiently search through billions of documents when each document is represented by hundreds of vectors ...

In this tutorial, we implement an advanced graph-based AI agent using the GraphAgent framework and the Gemini 1.5 Flash model. We define a directed graph of nodes, each responsible for a specific ...

If you want to solve a tricky problem, it often helps to get organized. You might, for example, break the problem into pieces and tackle the easiest pieces first. But this kind of sorting has a cost.

The VETTING framework implements a dual-LLM architecture that separates conversational logic from policy enforcement, preventing prompt injection attacks on safety rules and enabling verifiable policy ...

Abstract: Collaborative analysis on graph data from diverse sources has shown great promise in finance, social networking, and predictive modeling. However, efficiently collaborative graph-data ...