Automate file synchronization from Google Drive directly into an InfraNodus knowledge graph. This expert n8n workflow handles PDF, Markdown, and text files using the n8n trigger and advanced data processing nodes.
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Knowledge workers and researchers who organize documents in Google Drive.
Users of InfraNodus looking to automate content ingestion.
Developers seeking complex file handling n8n templates.
Anyone needing an automated n8n workflow for continuous knowledge base updates.
Keeping a knowledge graph updated manually is time-consuming. This powerful n8n workflow solves this problem by automating the entire pipeline. It monitors a specific Google Drive folder for newly added files (including PDFs, markdown, and plain text) and automatically processes the content, saving it instantly to your designated InfraNodus graph.
This robust n8n automation leverages the flexibility of the n8n node structure to manage different file types via a Switch node, ensuring accurate text extraction before committing the data. It is a perfect example of how an n8n solution can bridge cloud storage and semantic analysis tools, providing real-time data synchronization.
This n8n workflow operates in several key stages:
New File Created in the Google Folder? n8n trigger. This Google Drive n8n trigger constantly monitors a user-specified folder for any new file uploads.Loop Over Items n8n node, ensuring each file is processed sequentially and individually, even if multiple files are uploaded simultaneously.Retrieve File Google Drive n8n node downloads the actual file content and metadata based on the file ID provided by the trigger.Switch n8n node examines the file's MIME type (e.g., PDF, text/plain, markdown). This is crucial for routing the binary data to the correct extraction path.extractFromFile n8n node processes the content. For PDFs, the data is extracted and then mapped using the Map PDF to Text n8n node to standardize the output format.InfraNodus Save to Graph n8n node (an HTTP Request). This node sends the content, along with the original filename as a category tag, to the InfraNodus API, updating the knowledge graph instantly. The loop then continues for the next file item.To deploy this expert n8n workflow, follow these steps:
New File Created in the Google Folder? n8n trigger. You must create or select a Google Drive credential and specify the exact folder ID you wish to watch.InfraNodus Save to Graph n8n node. This requires an HTTP Bearer Auth credential containing your InfraNodus API Key. This n8n workflow uses several critical nodes to achieve file synchronization and text extraction:
New File Created in the Google Folder? (Google Drive Trigger): The initiating n8n trigger. Monitors a specific folder ID (e.g., 1NFekB1H3ADF8C5o4eNl893d6INbfRA) for file creation events.
Loop Over Items (Split In Batches): Ensures sequential processing of multiple files found by the n8n trigger.
Retrieve File (Google Drive n8n node): Downloads the binary data of the file using the dynamic fileId provided by the preceding nodes (={{ $json.id }}).
Switch (Core Logic n8n node): Routes the execution path based on the file's mimeType. It supports application/pdf, text/plain, text/markdown, and others, demonstrating powerful flow control within n8n templates.
Extract from PDF / Extract from Text File (extractFromFile n8n node): Dedicated n8n nodes used for converting binary file contents into readable text data.
Map PDF to Text (Set n8n node): Standardizes the output schema for PDF files (={{ $json.text }} is mapped to data), ensuring consistency before the final API call.
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I'm Dmitry, the founder of InfraNodus — an AI text network analysis tool. I'm passionate about networks and data visualization and its ability to reveal what everyone else is missing and to highlight different perspectives. I'm sharing the n8n templates that make use of this unique capability of InfraNodus for multiple scenarios.







































