Financial Documents Assistant with Qdrant & Mistral.ai

This workflow monitors a local directory for bank statements, automatically creating, updating, or deleting records in a Qdrant vector store to keep your financial data synchronized. Upon file creation, it extracts and embeds contents using Mistral.ai for storage. Updates replace existing vectors, while deletions remove them, ensuring the vector store remains accurate and up-to-date without manual intervention. The benefits include reduced errors from outdated data, enabling a reliable AI-power