Breakdown documents into study notes using templating MistralAI and Qdrant

Beschreibung

This n8n workflow takes in a document such as a research paper, marketing or sales deck or company filings, and breaks them down into 3 templates: study guide, briefing doc and timeline. These templates are designed to help a student, associate or clerk quickly summarise, learn and understand the contents to be more productive. * Study guide - a short quiz of questions and answered generated by the AI Agent using the contents of the document. * Briefing Doc - key information and insights are extracted by the AI into a digestable form. * Timeline - key events, durations and people are identified and listed into a simple to understand timeline by the AI ## How it works * A local file trigger watches a local network directory for new documents. * New documents are imported into the workflow, its contents extracted and vectorised into a Qdrant vector store to build a mini-knowledgebase. * The document then passes through a series of template generating prompts where the AI will perform