Automated Context-Aware Query Answering with Google Gemini and Qdrant

This workflow is designed to enhance the efficiency and accuracy of query answering by classifying user queries into four distinct categories: Factual, Analytical, Opinion, and Contextual. Each category employs a specific strategy to refine the query and retrieve the most relevant information from a Qdrant vector store. The integration with Google Gemini ensures that the workflow can process queries quickly and effectively, providing tailored responses based on the query type and context.