概要
This solution instantly deploys a RAG-ready hybrid search engine on MariaDB Cloud, leveraging MariaDB Vector Search, the FastMCP Server, and Brave Search augmentation. It unifies cloud-based semantic search with real-time web search results to offer comprehensive and streamlined information retrieval for a broad array of applications. The architecture eliminates infrastructure bloat and inter-solution latency, delivering a RAG-ready search system that is easily adaptable to any search source and ready for integration into any RAG workflow.