← all repositories

parthsarthi03/raptor

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

1.7k stars Python RAG · SearchLanguage Models
raptor
Velocity · 7d
+2.0
★ / day
Trend
steady
star history

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.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.