AI-Powered Knowledge-Base Agent using n8n and Pinecone Vector Store
The Universal RAG Blueprint: Sync Google Drive to AI Knowledge Base (n8n)
Stop searching for information. Start asking your documents.
Managing thousands of PDFs, Docs, and manuals is a nightmare.
Most AI chatbots "hallucinate" because they don't have access to your specific data.
This n8n workflow changes that.
It is a professional-grade Retrieval-Augmented Generation (RAG) system that connects your private Google Drive directly to a Pinecone Vector Database.
The result?
An AI Assistant that doesn't just "chat"—it researches your actual files to provide accurate, cited answers in seconds.
Whether you are a lawyer looking up statutes, a developer querying technical docs, or a business owner wanting an AI that knows your SOPs, this blueprint is your foundation.
Plug in your folder, run the ingestion, and talk to your data.
What You Will Get
- The Master n8n Blueprint (JSON): A fully mapped workflow including the "Data Ingestion" stream and the "Agentic Chat" stream.
- Automated Data Pipeline: A pre-configured system that downloads, chunks, and embeds your documents into a vector store automatically.
- Agentic AI Chat: A LangChain-powered agent that "thinks" before answering by querying your database first.
- Multi-Format Support: Ready to process PDFs, Text, and Documents from Google Drive.
Get a master n8n blueprint featuring an automated multi-format data pipeline and an agentic AI chat for intelligent, document-based querying.