MariaDB Cloud Hybrid RAG Search vs RAG

Combines MariaDB's native vector search with real-time web search through Brave API integration, enabling hybrid retrieval workflows that query both internal knowledge bases and external web results simultaneously.

Provides cloud-based document management and semantic search using OpenAI embeddings with in-memory vector storage, enabling retrieval-augmented generation workflows through document ingestion, metadata filtering, and cosine similarity search.

APIs

MCP Servers

4

—

—

—

—

—

—

—

—

53

5