n8n Templates: files attached to this post "IG_RAG_Assistant.json" and "Push_Data.json" To use the template create a new workflow in n8n and them "Import from File..." --- In this no-code tutorial we will build a RAG AI agent for Instagram with smart message buffering using Manychat, n8n, Redis, OpenAI and Pinecone. We will cover: 1. How to set up Google Cloud Console, so you clients have a very easy way to share their Knowledge Base with you. 2. How to set up Pinecone Vector Database in n8n and how it works. 3. What is RAG, its benefits over regular AI agents, and how you build one in n8n. 4. How to make it work with Manychat and smart message buffering. Everything is explained step by step, and deployed in a way you can clone. Enjoy the build! Enjoy! - Ilya

n8n Template: file attached to this post "IG_AI_Assistant.json" To use the template create a new workflow in n8n and them "Import from File..." --- In this tutorial I cover how to built an AI chatbot for Instagram DM with Manychat and n8n, and how to implement message buffering. This way the clients of the local businesses can message in IG like "Hey!", "What's up?", "How much is the membership?" and the chatbot answers to all three messages as if they were one, instead of answering each questions separately. Enjoy! - Ilya