Discussed document ingestion, chunking strategies, embedding generation, vector database selection, retrieval techniques, re-ranking, prompt construction, evaluation metrics, hallucination mitigation, scalability, and monitoring considerations. The discussion focused on the trade-offs between RAG and agentic systems