Analytics Insight

How to Become an AI Engineer in 2026: Skills, Projects, and Salary

Overview AI engineering requires patience, projects, and strong software engineering fundamentals.Recruiters prefer practical ...
GitHub

RAG chat app with Azure OpenAI and Azure AI Search (Python)

This solution creates a ChatGPT-like frontend experience over your own documents using RAG (Retrieval Augmented Generation). It uses Azure OpenAI Service to access GPT models, and Azure AI Search for ...
IEEE

A Hybrid SQL-RAG-LLM Question Answering System for Plastic Waste Management

Abstract: Plastic waste management is a critical global challenge, demanding rapid synthesis of large and heterogeneous research outputs. Conventional literature review methods are labour-intensive, ...
IEEE

To RAG or Not to RAG, That Is the Question: Effective Text-to-SQL Generation Under Ambiguity

Abstract: Natural language interfaces to databases promise to democratize data access, yet current Text-to-SQL systems fail to address a fundamental challenge: user questions are often ambiguous.
GitHub

Azure Hybrid RAG Agent

A production-ready Python project demonstrating how to build a Hybrid RAG (Retrieval-Augmented Generation) Agent using Azure AI Foundry Agents. This project serves as: A technical reference for ...