AI Engineering

In this post, you’ll learn how to build your own AI SQL Agent — a tool that transforms natural language into SQL queries and executes them on a real database.

In real-world teams, everyone — from marketers to HR to analysts — wants to “talk to the database” without needing to know SQL. But data lives behind structured queries. That’s where LLMs like GPT-4 shine: they understand natural language and, with the right schema and safety controls, can generate SQL queries that pull live data.

No prior coding experience required. Just download the code, run it, enhance it — and start learning!

In this post, you’ll learn how to build your own document-reading AI assistant — an intelligent tool that can read and understand documents like PDFs, Word files, Excel sheets, HTML pages, JSON files, and more using OpenAI’s powerful language models combined with a cutting-edge technique called RAG (Retrieval-Augmented Generation).

No prior coding experience required. Just download the code, run it, enhance it, and start learning!

In this beginner-friendly bootcamp, learn how to create a smart web agent that scrapes websites, processes content with GPT-4, and answers user questions intelligently. You’ll start with basic LLM-based querying and then upgrade to a scalable Retrieval-Augmented Generation (RAG) system using vector databases like FAISS. Perfect for Python and AI learners!

🧠 Build Your First Agentic AI!
Curious how ChatGPT can actually call functions and fetch live data?

In our latest Beginner Bootcamp, learn how to create a smart Weather Agent using OpenAI’s GPT-4 and WeatherAPI — no advanced coding required!