How I went from a generic chatbot to an Expert Advisor with persistent memory. I’m sharing the full workflow

Hi everyone! I wanted to share a workflow I built to solve a common problem: “robotic” and cold chatbots.

The goal was to make a bot for a coffee shop that actually remembers the customer. No more treating regulars like strangers.

Key features of this workflow:

Persistent Memory: It uses Supabase to store and retrieve customer history.

Live Context: Connects to Shopify to check real-time availability.

Human Tone: I added custom logic to ensure the AI sounds like a friendly barista, not a machine.

I’ve documented the whole story and the logic behind it in my blog. You can check it out and get the full template here: From Chatbots to Expert Advisors: Implement a 24/7 Sales Agent with Me — Zyntha