Automate filtering with LLMs Our complete guide to filtering in vector search describes why filtering is important, and how to implement it with Qdrant. However, applying filters is easier when you build an application with a traditional interface. Your UI may contain a form with checkboxes, sliders, and other elements that users can use to set their criteria. But what if you want to build a RAG-powered application with just the conversational interface, or even voice commands? In this case, ...