Breakdown Documents into Study Notes using Templating MistralAI and Qdrant
n8n template #2339Summary
Use templateThis 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 lo
Hand off to your agent
Prompt
Help me set up the n8n workflow "Breakdown Documents into Study Notes using Templating MistralAI and Qdrant" (https://n8n.io/workflows/2339). It uses: Summarization Chain, Basic LLM Chain, Question and Answer Chain, Item List Output Parser, Vector Store Retriever, Recursive Character Text Splitter, Default Data Loader, Embeddings Mistral Cloud, Mistral Cloud Chat Model, Qdrant Vector Store. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.
Paste into Claude Code and it will do the rest.
Apps and nodes
Summarization ChainBasic LLM ChainQuestion and Answer ChainItem List Output ParserVector Store RetrieverRecursive Character Text SplitterDefault Data LoaderEmbeddings Mistral CloudMistral Cloud Chat ModelQdrant Vector Store
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