Self-Updating RAG System: OpenAI, Gemini, Qdrant & Drive

This n8n workflow creates a fully automated Retrieval-Augmented Generation (RAG) system integrating Google Drive, Qdrant vector database, OpenAI embeddings, and Google Gemini. It monitors a specified Google Drive folder for new or updated documents, automatically downloading, chunking, embedding, and storing them in Qdrant with metadata like file ID and name. This enables a self-updating knowledge base without manual intervention. Key benefits include efficient semantic search via vector embedd