# Template 1. **Architecture of advanced RAG** 2. **Test setup and Evaluation metrics** 3. **Data preparation (vectorization & chunking)** 4. **Search indexing** 5. **Query transformation** 6. **Chat logic and query routing** 7. **Multi agents and agent-services** 8. **Monitoring responses and adding security** ## Additional Resources [Enterprise Rag](https://www.rungalileo.io/blog/mastering-rag-how-to-architect-an-enterprise-rag-systemhttps://www.rungalileo.io/blog/mastering-rag-how-to-architect-an-enterprise-rag-system) [Advanced RAG](https://medium.com/towards-artificial-intelligence/advanced-rag-techniques-an-illustrated-overview-04d193d8fec6)