MariaDB AI RAG

MariaDB AI RAG is an enterprise-ready solution covering the full RAG pipeline: document parsing, chunking, embedding, hybrid search, and AI response generation in one package.

MariaDB AI RAG is an all-in-one, enterprise-ready solution that handles the entire Retrieval-Augmented Generation (RAG) pipeline, including document parsing with layout extraction, chunking, embedding generation, and easy-to-use retrieval APIs backed by hybrid search (vector + full-text search), with optional reranking before sending the relevant context to a foundation model for answer generation.

Key Features

• Document ingestion and processing

• Semantic chunking and embedding

• Vector-based similarity search

• AI-powered response generation

• Database integration

• Fine-grained access control

• Comprehensive REST API

For detailed information on each component, please refer to the specific documentation sections.

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