snudurupati/agentic-ai-architect

Structured outputs using Pydantic and vector-based retrieval form the foundation, progressing through LangGraph-based agent orchestration and advanced reasoning techniques like GraphRAG for entity resolution. The curriculum culminates in a capstone comparing continued pre-training versus graph-based approaches for building deterministic, explainable data validation systems. Each week includes hands-on code implementations, moving from LLM fundamentals through RAG pipelines to multi-hop reasoning and model fine-tuning strategies.