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raptor

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Multimodal RAPTOR for Disaster Documents using ColVBERT & BLIP. Hierarchical retrieval system over 46 tsunami-related PDFs (2378 pages), combining BLIP-based image captioning, ColVBERT embeddings, and GPT-OSS-20b long-context summarization. Optimized for fast multimodal tree construction and disaster knowledge preservation.

  • Updated Jan 18, 2026
  • Python

PubMedから実際のTreg関連文献を収集し、Enhanced Treg Vocabulary(7層316用語)を用いて高精度に分類。品質評価指標(Silhouette + DBI)に基づく最適クラスタリングでRAPTORツリーを構築します。

  • Updated Nov 3, 2025
  • Python

Treg免疫細胞系譜を例に、RAPTORアルゴリズムを実装したGPU加速対応のRAG(Retrieval-Augmented Generation)システムです。実際に、5ノードから14ノードを実現しました。

  • Updated Nov 2, 2025
  • Python

🌳 Open-source RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval - Complete open-source implementation with 100% local LLMs (Granite Code 8B + mxbai-embed-large)

  • Updated Oct 18, 2025
  • Python

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