# MariaDB AI RAG

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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