How to build Snowflake AI Agent with UI (n8n workflow)

In this video, I show how to build an AI agent in N8N that connects with Snowflake to chat with your database and generate visual reports easily. The agent uses OpenAI to create SQL queries based on your questions, checks the database schema to avoid errors, and can handle large data sets by creating report links with dynamic HTML pages for filtering, pagination, and exporting. This workflow helps automate data analysis and visualization, making it simpler to get insights without manual querying. Key services used are N8N, Snowflake, and OpenAI. ⬇️ Workflows to copy, courses and personal support in our community: https://www.skool.com/5minai-pro 🔗 Follow us Linkedin Mark: https://www.linkedin.com/in/marklowcoding/ Linkedin Philipp: https://www.linkedin.com/in/philippbekher/ 🔗 Links: N8N - https://n8n.partnerlinks.io/lowcodingdev Airtable - https://airtable.com/invite/r/Hnt9VOIT Lovable - https://lovable.dev?via=5minai Digital Ocean ($200 gift) - https://m.do.co/c/c3a65f652b01 Apify - https://www.apify.com?fpr=ujogj&fp_sid=5minai Why us? New here? Welcome! 👋 We're Mark and Philipp, and we turn complex business ideas into working products in days using no-code. TLDR: We've spent 4 years in the no-code space, automating 300+ processes for companies like Miro and JTI, and building enterprise-scale systems that handle millions in cash flow. While everyone's talking about no-code and AI, we noticed most people still spend months building what could be done in days. This channel is where we show you exactly how to build real products lightning-fast using no-code tools, smart automations, and AI integration. No fluff—just practical systems that actually work at scale! Please like, subscribe, and leave me a comment if you have an idea for next AI tool! Thank you 👊 00:00 Introduction to AI Agent for Snowflake Data 01:08 High-Level Overview of the AI Agent Workflow 03:06 Configuring Snowflake Connection 04:26 Tool Description: Generating SQL Queries 07:40 Report Generation Workflow #n8n #aiagent #aiautomation