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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.


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I want this!

Get a master n8n blueprint featuring an automated multi-format data pipeline and an agentic AI chat for intelligent, document-based querying.

No refunds allowed
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