MariaDB Cloud Hybrid RAG Search vs Knowledge 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.

Local knowledge retrieval system that combines semantic search with keyword-based routing for document analysis across security, development, and general knowledge domains using ChromaDB for vector storage and hybrid search through Reciprocal Rank Fusion.

APIs

MCP Servers

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Python

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MIT

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