Another step in the development of my AI SQL Agent: I’ve added a centralized Business Rules layer that allows me to control how the AI Agent works with the database without hardcoding every instruction into the application logic.Instead of relying only on a large system prompt, I created a dedicated database table where architectural and […]
🧠 Adding Business Rules to My AI SQL Agent Read More »
Aug 9 2026Another exciting milestone for my AI SQL Agent!The latest version goes beyond generating SQL and displaying tables—it can now automatically create visualizations based on query results.Users can simply ask questions like:Show total sales by monthDisplay revenue by product groupCompare product sales in JulyCreate a pie chart of sales by categoryThe AI Agent will:✅
📊 AI SQL Agent can now generate charts directly from natural language queries Read More »
Aug 8 2026Over the past few weeks, I’ve been moving my AI SQL Agent from my local laptop to a cloud-based architecture built on Microsoft Azure.The project has reached another important milestone:✅ Deployed the application to Azure App Service✅ Built a public WordPress website as the front-end✅ Integrated the AI SQL Agent directly into the
🚀 AI SQL Agent is now running in Microsoft Azure Read More »
August 2 2026 • Infrastructure Update When I started AI Data Lab, everything ran directly on my laptop. It was the fastest way to prototype ideas, experiment with AI, and iterate quickly. As the project evolved into a real platform with multiple services, web interfaces, and cloud AI integration, it became clear that the next
🚀 Migrating AI Data Lab from My Laptop to Microsoft Azure Read More »
Aug-1-2026Add users permissions: Read. Write, AdminDepending on the user’s role, the agent can safely execute:Read – SELECTWrite – INSERT, UPDATEAdmin – DDL operations such as CREATE, ALTER, and DROPBuilding this project taught me that AI agents are much more than prompt engineering. The real engineering challenges are orchestration, security, permissions, execution flow, state management, validation,
Add users permissions to AI SQL bot Read More »
What does it actually take to build an AI agent that can reason over a relational database?A few months ago, I attended a Snowflake presentation where they demonstrated their AI Agent capabilities. I was genuinely impressed by how naturally an AI agent could interact with enterprise data.That presentation inspired me to build a simplified version
