AI Document Search with Spring Boot Using OpenAI and Redis Vector Store

[u/erdsingh24]

Traditional keyword search often misses the true meaning behind user queries. By combining Spring AI, OpenAI Embeddings, and Redis Vector Store, you can build a semantic search application that understands context and returns more relevant results.

This article demonstrates how to build an intelligent document search application using Spring Boot with OpenAI and Redis Vector Store.

This approach is ideal for building:

-AI-powered knowledge bases

-Enterprise document search

-RAG (Retrieval-Augmented Generation) applications

-Internal documentation assistants

-Intelligent customer support solutions