Spring AI Enables Production RAG Systems on Local Infrastructure

This guide demonstrates how to build production-grade RAG applications entirely on local infrastructure using Spring AI, eliminating hallucinations and avoiding expensive fine-tuning. By combining Ollama, PGVector, and Apache Tika, developers can integrate proprietary data with LLMs while maintaining complete data privacy—a critical advantage for enterprises handling sensitive information.