Automated Document Q&A System with OpenAI, Pinecone, and Google Drive
This workflow automates the creation of a document-based Q&A system using OpenAI for embeddings, Pinecone for vector storage, and Google Drive for document retrieval. It supports natural language queries on stored documents.
The workflow is divided into three main flows: Document Loading & RAG Setup, Chat-Based Q&A Agent, and UI-Based Query with Lovable. The first flow automates the retrieval and vectorization of documents from Google Drive, storing them in Pinecone for semantic search. The second flow enables chat-style querying using OpenAI-powered agents with vector memory. The third flow allows users to query documents via a web UI built with Lovable, integrating seamlessly with the Q&A system.
- Platform
- n8n
- Category
- AI
- Price
- $14.99
- Creator
- Lucas Silva
- webhook
- lovable
- working flow
- webhook
- stickyNote
- googleDrive
- manualTrigger
- agent
- respondToWebhook
- chatTrigger
How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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