parthsarthi03/raptor
A tree-based retrieval system that recursively processes documents into hierarchical summaries for improved RAG performance.

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RAPTOR implements a novel retrieval approach that organizes documents into a recursive tree structure, enabling more efficient and context-aware retrieval for language models. The system processes documents through abstractive summarization, clustering them into hierarchical levels to support multi-granularity retrieval. This enables language models to access relevant information at different abstraction levels during inference.