Managing a bakery like Cookify involves juggling orders, products, and customers—a perfect playground for exploring how AI can simplify processes. Recently, I built an AI assistant to query and manage orders using LangChain and SQLite. Here's a glimpse into the journey.

The Idea

Cookify Bakery has a small but rich database to track users, orders, products, and more. I wanted to create an assistant that could understand natural language queries and retrieve the right information from this database. The assistant, named OrderAI, can answer questions like:

"What are the orders placed by user John Doe?"
"List all products in the bakery."

How It Works

OrderAI is powered by a language model that understands natural language queries and retrieves relevant information from Cookify's SQLite database. The assistant seamlessly interacts with the database to provide answers, ensuring that only valid and meaningful data is returned. If a query falls outside the available data, it responds with a clear message.

OrderAI in Action

Getting Introduce

Querying Orders by User

Checking Orders:

Wrapping Up

Building OrderAI was a fun way to explore how AI can simplify everyday tasks like managing orders. It’s exciting to see what other possibilities this technology can unlock!