Zain Jordan Customer 360 SQL Agent

Ask business questions from the Zain Jordan Customer 360 SQLite database.

This app uses:

SQLite database
LangChain SQLDatabase
LangChain SQLDatabaseToolkit
OpenAI gpt-4.1-mini
Gradio interface

Expected database location:

database_/zain_customer_360_ai_demo.db

Example questions:

Which cities have the most high-risk churn customers?
Which customer value segments have the highest average ARPU?
What are the top complaint categories?
Which campaigns had the highest conversion rate?

Ask a business question