Preprint2023
Large language models
Unknown
A reflective overview of how text indexing evolved from manual keyword lists to full-text search and modern large language models.
0Jan 1, 2023Large Language Models
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
5 papersPreprint2025
Explainable Knowledge Synthesis in Organizations: A Graph RAG Framework for Internal Knowledge Management
Unknown
This paper proposes a Graph RAG framework that combines community-based indexing with lazy agentic querying to achieve explainable knowledge synthesis for internal knowledge management.
0Jan 1, 2025
PreprintJournal Of Big Data2015
Deep learning applications and challenges in big data analytics
Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, et al.
Explores how deep learning addresses big data analytics challenges like pattern extraction, semantic indexing, and scalability.
2.6kFeb 23, 2015Retrieval Augmented Generation
Preprint2025
Ket-rag: A cost-efficient multi-granular indexing framework for graph-rag
Unknown
Proposes Ket-rag, a cost-efficient multi-granular indexing framework for Graph-RAG that reduces indexing costs while maintaining retrieval quality.
0Jan 1, 2025Retrieval Augmented Generation
Preprint2024
Lightrag: Simple and fast retrieval-augmented generation
Unknown
Lightrag introduces a graph-based indexing approach to enhance efficiency in retrieval-augmented generation for LLMs.
0Jan 1, 2024Retrieval Augmented Generation