Create an Adaptive AI Chat Agent with Google Gemini and Qdrant

This workflow leverages Google Gemini for query classification and Qdrant for efficient knowledge retrieval, enabling a dynamic AI chat experience. It classifies user queries into four categories: Factual, Analytical, Opinion, and Contextual, and routes them through specific strategies to generate accurate and contextually relevant responses. The workflow is ideal for enhancing customer support, research, and internal knowledge systems by providing adaptive AI interactions without the need for coding.