Toy Augmented Generation Project to a Production-Ready AI System

codebasics · Beginner ·🔍 RAG & Vector Search ·19h ago

Skills: RAG Basics90%

Production RAG checklist: role-based access, guardrails, toxicity filters, evals (Ragas/Langsmith), cloud deployment with monitoring. Add to portfolio with stakeholder presentation video. The projects that get you hired show you can ship, not just code. #AIEngineering #MachineLearning #RAG #ProductionAI #TechCareers #short

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