MRAG – The coreplatform for dataknowledge mining.
MRAG (Multi-source Retrieval Augmented Generation) is at the heart of the entire ecosystem. MRAG enables businesses to accurately query and respond to multiple data sources using AI.


What does MRAG solve?
Data is scattered across files, documents, and databases.

It is difficult to find the right relevant information.


AI answers lack sources or are out of context.

The value that
MRAG brings
MRAG acts as a data and knowledge platform,
providing the precise context for all the AI
applications mentioned above.
Connect multiple data sources: files, databases, metadata, schema
Hybrid Retrieval: combines keyword search and semantic search for increased accuracy
Intelligent chunk and context management, minimizing information misses
Clear source citation, controlling response content
Supports multiple languages and LLM models