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 ...
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

powerok/local-ai-systems-wsl

로컬 환경에서 NVIDIA GPU를 활용하여 EXAONE 7.8B LLM 기반의 RAG(Retrieval-Augmented Generation)와 AI Agent를 완전히 구동하는 레퍼런스 시스템입니다.
GitHub

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

FlashRAG is a Python toolkit for the reproduction and development of Retrieval Augmented Generation (RAG) research. Our toolkit includes 36 pre-processed benchmark RAG datasets and 16 state-of-the-art ...