Automated Document Processing and Knowledge Extraction

This powerful n8n workflow automates the process of ingesting and understanding your documents. It begins by monitoring a local directory for new files, automatically extracting relevant metadata like project, path, and filename. The content is then prepared for AI processing, where it's chunked and embedded using Mistral AI models. The workflow intelligently identifies different document types (study guides, timelines, briefing documents) and generates structured outputs for each. Finally, it utilizes a vector store retriever to enable efficient querying and retrieval of information from your processed documents, acting as a sophisticated knowledge management system.