Knowledge — AI Advanced

Read these pages in order before starting the practice exercises.

• Advanced Indexing

• GraphRAG Implementation

• LangGraph Foundations & State Management

• Multi-Expert Research Agent with ReAct Pattern

• Human-in-the-Loop & Persistence

• Multi-Agent Collaboration

• Evaluation Toolkit - Ragas

• Observability: LangFuse & LangSmith

• Experiment Comparison: Naive, Graph, Hybrid