AI Agent to Chat with Files in Supabase Storage

This n8n workflow transforms Supabase Storage into a smart document repository by integrating AI agents for conversational access to your files. It automatically detects new uploads, processes PDFs and text files by extracting content, generates vector embeddings, and stores them in Supabase's vector database for efficient retrieval-augmented generation (RAG). Key steps include fetching and deduplicating files to prevent redundant processing, downloading and parsing content based on file type,