Explore the World of Retrieval Augmented Generation - A curated repository of top RAG tools, benchmarks, papers, and open-source code for innovators and researchers.
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Jan 24, 2025 - Python
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rag-benchmarks
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RepoMind AI is an intelligent development companion that eliminates the learning curve when jumping into unfamiliar GitHub repositories. By combining advanced AI analysis with actionable CLI commands, it transforms hours of repository exploration into minutes of productive understanding.
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Feb 2, 2026 - TypeScript
建設の技術基準に関する質問の専門性粒度（細かい/粗い）を96%正確に自動判定し、最適なRAGシステム（ColBERT/Naive）を選択する実用的なAgentic RAGシステムのMVPです。2025年11月に公開された河川砂防ダムの技術基準を対象に４つのRAGシステムを構築し、専門性の粒度が異なる200問の質問に対して、精度と速度を比較した。
erosion-control document-retrieval rag river-engineering colbert dam-engineering flood-control technical-standards retrieval-augmented-generation agentic-rag agentic-ai infrastructure-resilience rag-benchmarks query-granularity rag-selection hadr-ai domain-specific-rag civil-engineering-ai granularity-classification construction-standards
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Nov 11, 2025 - Python
Visual RAPTOR ColBERT Integration System - Multimodal document retrieval with SigLIP, PyMuPDF, and evaluation metrics.
information-retrieval evaluation-metrics raptor document-retrieval pymupdf multimodal-retrieval document-embeddings image-embeddings knowledge-tree pdf-processing colbert siglip vision-language-models multimodal-rag rag-benchmarks retrieval-evaluation hierarchical-retrieval
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Oct 24, 2025 - Python
Gemma3 RAG benchmark system for Japanese river/dam/erosion control technical standards.
information-retrieval erosion-control document-retrieval rag river-engineering dam-engineering flood-control technical-standards retrieval-augmented-generation knowledge-retrieval infrastructure-resilience rag-benchmarks gemma3 llm-benchmark hadr-ai domain-specific-rag civil-engineering-ai
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Nov 19, 2025 - Python
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