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tk-yasuno / cluster-rag-raptor

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

embedding-models raptor document-retrieval rag knowledge-tree local-llm retrieval-augmented-generation open-source-llm open-source-ai llm-integration granite-code self-hosted-ai domain-specific-rag hierarchical-retrieval recursive-processing mxbai-embed-large
  • Updated Oct 18, 2025
  • Python

tk-yasuno / treg-raptor-tree

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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。

gpu-acceleration immunology raptor document-retrieval hierarchical-clustering biomedical-text-mining literature-mining rag knowledge-tree treg biomedical-nlp retrieval-augmented-generation topic-hierarchy agentic-ai hierarchical-rag domain-specific-rag regulatory-t-cells knowledge-structuring
  • Updated Nov 2, 2025
  • Python

tk-yasuno / enhanced-treg-raptor

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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。

machine-learning clustering pubmed immunology raptor hierarchical-clustering biomedical-text-mining controlled-vocabulary silhouette-score optimal-clustering treg biomedical-nlp topic-hierarchy davies-bouldin-index cluster-evaluation regulatory-t-cells domain-specific-vocabulary hierarchical-vocabulary
  • Updated Nov 3, 2025
  • Python

tk-yasuno / multimodal-raptor-colvbert-blip

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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.

image-captioning embedding-models raptor document-retrieval blip tsunami multimodal-retrieval knowledge-tree pdf-processing colbert long-context knowledge-preservation vision-language-models multimodal-rag llm-summarization disaster-knowledge-base hadr-ai domain-specific-rag hierarchical-retrieval disaster-documents
  • Updated Jan 18, 2026
  • Python

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