@omarsar0 Hi @omarsar0 , founder of Zep here. The technology labeled "Zep" here isn't actually the Zep service. It's Graphiti, an open source framework for building knowledge graphs. Unfortunately, the paper is fundamentally flawed.
When an agent answers from a context graph, it's hard to see which facts it used.
Our graph assistant in the Zep dashboard shows each search it runs and the evidence behind the answer.
We launched Zep v4 this week with a lot of new features. See them all below.
We're excited to announce the launch of the Zep v4 API!
Agents can now navigate a graph by connection. They see how each episode was built using Ingestion Traces and use hyperedges to retrieve facts that connect more than two entities.
Launch post below.
We discovered a sophisticated recording device that was hidden inside one of our offices. We used our models to understand the device and where it had come from, identifying that a specific employee had planted it a few days earlier. We referred the matter to the FBI, and we’re grateful to the agents and prosecutors who moved quickly to make an arrest. The FBI’s investigation is ongoing and we will continue to support their work.
At this time, we have no indications of this individual inappropriately accessing or exfiltrating model weights, source code, or customer data. The employee was terminated.
We take protecting our technology, data, and people seriously, and as a matter of national importance. Our security program is designed to protect against a wide range of threat actors, from insider risks to cybercriminals to nation states, and this case is an example of how AI can help address these sophisticated security threats.