Automate Your Google Drive with AI-Powered Document Processing
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Streamline your document workflow by automatically processing files in Google Drive. This workflow leverages AI to extract, clean, embed, and store document content, making it searchable and actionable.
About This Workflow
This n8n workflow provides a powerful solution for automating document management within your Google Drive. It seamlessly monitors a specified Google Drive folder for new files, downloads them, and then intelligently extracts and cleans the text content. Using Google Gemini for embeddings, it generates vector representations of the document data, which are then efficiently stored in a Pinecone vector store. This process enables advanced search and retrieval capabilities, allowing you to build sophisticated Retrieval Augmented Generation (RAG) systems directly within your existing cloud storage.
Key Features
- Real-time Google Drive Monitoring: Automatically detects and processes new files as they are added to a designated folder.
- Intelligent Document Extraction & Cleaning: Extracts text from PDFs and cleans it for optimal AI processing.
- AI-Powered Embeddings: Utilizes Google Gemini to create high-quality vector embeddings for document content.
- Scalable Vector Storage: Integrates with Pinecone for efficient storage and retrieval of document vectors.
- AI Chatbot Integration: Enables a chat interface to query and retrieve information from your processed documents.
How To Use
- Connect Google Drive: Authorize n8n with your Google Drive account.
- Configure Google Drive Trigger: Specify the Google Drive folder to monitor for new files (e.g., 'RAG_Files').
- Set up Pinecone: Configure your Pinecone API credentials and select or create your Pinecone index (e.g., 'n8n-rag-demo').
- Configure Google Gemini: Set up your Google Gemini API credentials.
- Define AI Agent System Message: Customize the system message for the AI Agent to guide its responses.
- Activate Workflow: Once configured, the workflow will automatically process new files added to the specified Google Drive folder.
Apps Used
Workflow JSON
{
"id": "c16715bb-0997-48f6-be78-a0a10d95f745",
"name": "Automate Your Google Drive with AI-Powered Document Processing",
"nodes": 17,
"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: c16715bb-0997...
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