Financial Documents AI Assistant with Qdrant & Mistral

This n8n workflow creates an AI assistant that answers questions about financial documents such as bank statements by converting PDFs into vector embeddings with Mistral AI and storing them in a Qdrant vector database. Once statements are indexed, users can chat naturally to ask about transactions, balances, or spending patterns instead of manually scrolling through pages of PDF exports. Built for accountants, bookkeepers, and finance teams who deal with recurring document review, it uses retrieval-augmented generation to ground every answer in the actual uploaded documents rather than guesswork. The result is a fast, accurate financial document Q&A assistant that saves hours of manual statement review each month.

Category: RAG & Knowledge Base