🔧 Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

While this implementation uses Python, the architectural patterns and SurrealDB integration strategies apply to any language with SurrealDB SDK support.




Introduction


Standard Retrieval-Augmented Generation (RAG) models are powerful but operate on single shot principle: Retrieve then Generate. This approach often fails when faced with...