Unlock Knowledge with Your Google Drive Files: AI-Powered Q&A Bot
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Transform your Google Drive documents into an interactive knowledge base. This workflow allows you to ask questions and receive AI-generated answers with citations, powered by Pinecone and OpenAI.
About This Workflow
This n8n workflow revolutionizes how you interact with your documents. By fetching files from Google Drive, splitting them into manageable chunks, and storing them in a vector database (Pinecone), it creates a searchable knowledge repository. When you send a chat message, the workflow retrieves relevant information from your documents using embeddings and generates an AI-powered response, complete with citations. This enables you to quickly find answers within your own data without manual searching. It's an ideal solution for personal knowledge management, team documentation, or any scenario where extracting insights from a collection of files is crucial.
Key Features
- Automated Document Ingestion: Seamlessly pull files from Google Drive.
- Intelligent Chunking: Breaks down large documents for efficient processing.
- Vector Database Integration: Utilizes Pinecone for fast and accurate similarity search.
- AI-Powered Q&A: Get contextually relevant answers from your documents.
- Citation Generation: Understand the source of the AI's responses.
How To Use
- Set up Pinecone: Create an index in Pinecone with 1536 dimensions and select it in the
Pinecone Vector StoreandGet top chunks matching querynodes. - Configure Google Drive Access: Ensure your n8n has the necessary Google Drive OAuth2 credentials.
- Configure OpenAI Access: Ensure your n8n has the necessary OpenAI API credentials.
- Specify File URL: In the
Set file URL in Google Drivenode, replace the placeholder URL with the direct link to your desired Google Drive file. - Populate Vector Database: Click the 'Execute Workflow' button to fetch the file, process it, and insert it into your Pinecone index.
- Ask a Question: Click the 'chat' button on the
When chat message receivednode and enter your question. For example: 'Which email provider does the creator of Bitcoin use?'
Apps Used
Workflow JSON
{
"id": "a7773206-3360-4e51-aa1c-5270cb30ecda",
"name": "Unlock Knowledge with Your Google Drive Files: AI-Powered Q&A Bot",
"nodes": 25,
"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: a7773206-3360...
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