Intelligent Document Q&A with Google Drive and Pinecone
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Effortlessly build an intelligent Q&A system for your documents stored in Google Drive. This workflow leverages AI to ingest, index, and query your files, providing instant answers to your questions.
About This Workflow
Transform your static documents into dynamic knowledge bases. This n8n workflow seamlessly integrates with Google Drive to fetch your files, utilizes advanced AI models to process and embed the content, and stores it in a powerful Pinecone vector database. Once indexed, you can interact with your documents through an intuitive chat interface, asking natural language questions and receiving precise, AI-generated answers. It's your personal AI assistant for any document collection, making information retrieval faster and more efficient than ever before.
Key Features
- Automated Document Ingestion: Connect directly to Google Drive to automatically pull your documents.
- AI-Powered Text Processing: Sophisticated chunking and embedding for optimal understanding of your content.
- Scalable Vector Search: Leverages Pinecone for efficient and fast retrieval of relevant information.
- Interactive Chat Interface: Ask questions in plain language and get AI-generated answers.
- No-Code Workflow Automation: Built with n8n for easy setup and customization.
How To Use
- Set Up Pinecone: Create a Pinecone index with 1536 dimensions and select it in both Pinecone nodes.
- Configure Google Drive: Ensure your Google Drive account is connected and the file URL is correctly set in the 'Set Google Drive file URL' node.
- Load Data: Click the 'Test Workflow' button (manual trigger) to process your Google Drive file and load it into the Pinecone vector store.
- Chat with Your Data: Click the 'Chat' button (chat trigger) to open the interface and start asking questions about your documents.
Apps Used
Workflow JSON
{
"id": "b85cf2ce-0abd-4a25-a018-19f6c24130a5",
"name": "Intelligent Document Q&A with Google Drive and Pinecone",
"nodes": 24,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: b85cf2ce-0abd...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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