AutoRAG

AutoRAG is the RAG AutoML framework: it automatically evaluates and optimizes Retrieval-Augmented Generation pipelines for your specific data.

AutoRAG is your open-source RAG AutoML solution, eliminating the guesswork from pipeline configuration. The tool systematically runs experiments, evaluating various combinations of RAG modules across core nodes (retrieval, prompt maker, generator) against your custom evaluation data. This automated process identifies the optimal pipeline setup for your unique use case, saving significant development time. You find the best configuration, then deploy the high-performing RAG system quickly via a single YAML file.

https://github.com/Marker-Inc-Korea/AutoRAG