
An AI chatbot built on retrieval-augmented generation (RAG), where it answers by pulling from your own knowledge sources, is only as safe as the content it is allowed to retrieve. The failure happens when retrieval runs with no notion of who is asking: the agent searches the

Large Language Models (LLMs) have dominated conversations about AI integration in WebRTC, particularly when it comes to voice-based features like transcription, summarization, and intent detection. But there’s an emerging layer that many outside of research circles are missing: Vision Language Models (VLMs). Unlike LLMs, which work with