AI · RAG
Retrieval augmented generation, LLMOps and agentic AI
Basic — AI Fundamentals introduces AI, generative AI, how RAG works, and LangChain.
Advanced — AI Advanced goes further into three areas: RAG optimisation (indexing, hybrid search, query transformation, post-retrieval), LLMOps and evaluation (RAGAS metrics, observability with LangFuse/LangSmith), and agentic AI with LangGraph.