AuditFlow is text & voice chat application for auditors to extract insights from financial documents like trial balances and general ledgers. Built with an MCP Server using Supabase (PostgreSQL) and SQLAlchemy ORM, it uses Weaviate Vector Store for hybrid search combining BM25, metadata, and semantic search for data retrieval, integrated with n8n.