Gemini File Stores provide persistent file stores with metadata filtering to simplify RAG workflows and support GenAI-powered searches via a simple local Flask app.
Basic RAG performed well for general topics but struggled with questions involving time, like identifying workshops next month, due to lack of metadata filtering.