Boring RAG: When similarity is just a SQL query

This blog post delves into Retrieval-Augmented Generation (RAG), explaining its fundamentals, implementation using Apache Camel and PostgreSQL, and practical applications in document Q&A systems. The author emphasizes a straightforward approach to implementing similarity searches as SQL queries, making the process accessible and debuggable while discussing challenges and potential engineering solutions.