RAG Techniques You Must Know in 2025
Author(s): Ahmed Boulahia Originally published on Towards AI. RAG is no longer just about answering questions; here are the top techniques in 2025 that every AI builder should know. By now, you’ve probably seen tons of videos and projects about RAG (Retrieval-Augmented …
Top 20 LLM Interview Questions
Author(s): Ahmed Boulahia Originally published on Towards AI. Essential questions and clear answers to help you prepare with confidence. So, are you looking for a job as an AI engineer, data scientist, machine learning engineer, or even a data engineer? Or maybe …
Before You Start Your AI Engineering Journey… Do This.
Author(s): Ahmed Boulahia Originally published on Towards AI. Forget hype. Learn the core skills that actually help you build AI systems that work, from Python to agents, step by step. So, you want to become an AI Engineer? That’s awesome.But here’s something …
From Single-Task AI Agents to Goal-Driven Agentic AI
Author(s): Ahmed Boulahia Originally published on Towards AI. “By 2025, 70% of Fortune 500 companies are already using AI copilots for routine tasks — and agentic AI is poised to handle strategic operations next.” — Paul Nyhan, Microsoft News ChatGPT erupted into …
Parse Documents Including Images, Tables, Equations, Charts, and Code.
Author(s): Ahmed Boulahia Originally published on Towards AI. Enhance Your RAG Pipeline by Using SmolDocling to Parse Complex Documents (Tables, Equations, Charts & Code) into Your Vector DBImage created by the authorVision + Structure: SmolDocling is a new 256M-parameter model that reads …
Shield Your AI Agent From Prompt Injection
Author(s): Ahmed Boulahia Originally published on Towards AI. Prompt injection can manipulate your AI agent into leaking data or behaving unpredictably. What is it exactly, and how to beat it? In this current AI-dominated era of programming and web development, there is …
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