AI-Powered Smart Document Generator with Mistral Cloud
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Automate the transformation of raw documents into various structured formats like study guides, timelines, and briefing documents using AI. This workflow leverages Mistral Cloud's powerful language models and embeddings to provide intelligent content analysis and generation whenever a new file is added to a local folder.
About This Workflow
This sophisticated n8n workflow revolutionizes document processing by automatically generating diverse content types from new files. Upon detecting a new document in a specified local folder, it intelligently extracts metadata, processes the content, splits it into manageable chunks, and creates vector embeddings using Mistral Cloud. Leveraging Retrieval Augmented Generation (RAG) and the powerful Mistral Mixtral 8x7B chat model, it then dynamically produces comprehensive outputs such as detailed study guides, chronological timelines, or concise briefing documents. This end-to-end automation ensures rapid, AI-driven knowledge synthesis and content creation, significantly reducing manual effort.
Key Features
- Automated File Monitoring: Automatically triggers document processing whenever new files are added to a designated local folder, ensuring instant content analysis.
- Intelligent Metadata Extraction: Dynamically extracts crucial information like project name and filename from input documents for enriched context.
- AI-Powered Content Generation (RAG): Utilizes Mistral Cloud's advanced LLMs (Mixtral 8x7B) and embeddings with Retrieval Augmented Generation to create high-quality, contextually relevant outputs.
- Multi-Format Document Output: Generates various structured documents, including detailed study guides, chronological timelines, and concise briefing documents, tailored to different needs.
- Customizable Document Types: Easily define and extend the types of output documents to suit specific analytical, educational, or reporting requirements.
How To Use
- Configure Local File Trigger: Set the
pathparameter in the "Local File Trigger" node to the local folder you wish to monitor for new documents. Ensure your n8n instance has appropriate read access to this directory. - Set Up Mistral Cloud Credentials: Add your Mistral Cloud API key to the "Mistral Cloud account" credentials. This is crucial for both the embedding and chat model nodes to function correctly.
- Customize Document Types (Optional): Modify the
jsonOutputin the "Get Doc Types" node to define additional or alter existing document templates (e.g., adding newfilename,title, anddescriptionpairs) to match your output needs. - Adjust Text Splitting: If working with exceptionally large or highly granular documents, consider adjusting the
chunkSizeparameter in the "Recursive Character Text Splitter" node for optimal LLM processing and context retrieval. - Activate Workflow: Save and activate the workflow. New files placed in the monitored folder will now automatically trigger the AI-powered content generation process.
Apps Used
Workflow JSON
{
"id": "396048f9-dae9-4777-8f85-5bd8859a0485",
"name": "AI-Powered Smart Document Generator with Mistral Cloud",
"nodes": 5,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 396048f9-dae9...
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