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In this video you learn what a vector database is, why the PostgreSQL vector store is the best option in n8n, and how to use it to power AI agents with relevant context. I show you step-by-step how to load data into the Postgres vector store, connect it to an embeddings model, and set up your own hosted Postgres instance (using Neon or similar providers) in a few minutes. 🟦 My 2 Postgres recommendations: Free: https://mikepekka.com/postgres-free Paid: https://mikepekka.com/postgres-paid 🟩 Learn n8n technical fundamentals in an easy way: https://mikepekka.com/technical-n8n 🟨 Create your n8n account: https://mikepekka.com/n8n * #n8n #n8ntutorial #ai 00:00 Intro 00:36 Vector DB basics 01:47 Loading pipeline 05:04 Agent demo 08:25 Why Postgres 10:23 Hosting options 12:56 Neon setup 15:02 Test vector store * The description of this video contains affiliate links (marked with *), which means that if you sign up for one of the tools that I recommend and decide to switch to the paid plan, I’ll receive a small commission without any additional cost for you. This helps support the channel and allows me to continue making videos like this. Thank you for your support!