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Modular organization of data loading, retrieval, and generation sequences in configuration.
Distinct from Configuration Modularization: Specifically modularizes the RAG sequence steps rather than general application configuration files
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UltraRAG is an LLM RAG orchestration platform and AI agent research framework designed to coordinate complex retrieval-augmented generation workflows. It functions as a multimodal RAG engine capable of retrieving and generating responses using text, images, and diverse data types, while providing tools for vector database management and RAG performance evaluation. The platform features a visual RAG pipeline builder that uses a canvas interface to construct and debug data flows, synchronizing visual designs directly with underlying code. It distinguishes itself through an autonomous research s
Defines the sequence of data loading, retrieval, and generation steps through modular configuration files.