Breakdown Documents into Study Notes using Templating MistralAI and Qdrant
Explore this Workflow. Built for next generation AI app & agent building.
This rantir 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 summarize, learn, and understand the contents to be more productive.
- Study guide - a short quiz of questions and answers generated by the AI Agent using the contents of the document.
- Briefing Doc - key information and insights are extracted by the AI into a digestible 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, their contents extracted and vectorized 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 "research" on the knowledgebase to generate the template contents.
- Generated study guide, briefing, and timeline documents are exported to a designated folder for the user.
Requirements
- Self-hosted version of rantir.
- Qdrant instance for knowledgebase.
- Mistral.ai account for embeddings and AI model.
Customising your workflow
Try adding your own templates or adjusting the existing templates to suit your unique use-case. Anything is quite possible and limited only by your imagination!
Want to go fully local?
A version of this workflow is available which uses Ollama instead. You can download this template here: https://drive.google.com/file/d/1VV5R2nW-IhVcFP_k8uEks4LsLRZrHSNG/view?usp=sharing
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