A new research paper introduces RedEvoAgent, an automatic red-teaming agent that uses experience-driven skill evolution. It aims to improve the security and robustness of other LLM agents.
This paper introduces WikiSkill, a method for compiling agent experiences into persistent knowledge for skill evolution. This could enable agents to learn and improve from past interactions.
LiveKit has released a framework for building realtime voice AI agents. It supports audio and video input, targeting conversational AI applications.
GitNexus is a client-side knowledge graph creator that runs in the browser. It creates an interactive knowledge graph from any Git repository or ZIP file, including a built-in Graph RAG Agent for exploration.