🤖Step-By-Step: Add 100+ Files to Pinecone for RAG AI Agent with n8n

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In this video, I'll walk you through step by step how to build an AI-powered RAG (Retrieval-Augmented Generation) agent in n8n. What's special about this tutorial? Instead of uploading just one file to the vector database, I show you how to upload 14 files automatically—and the workflow can scale to hundreds! This is perfect for automating large document uploads into your vector database effortlessly.

I have attached the n8n workflows from this video. In n8n just go to the top right of a new workflow, click the three dots, then "Import from File...", then import the file!

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