[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

I put all my exploration around AI in reproducible notebooks in this repository

CatRAG is a RAG framework builds on the HippoRAG 2 architecture and transforms the static KG into query-adaptive navigation structure. RAG + Knowledge Graphs + Context-Aware + Personalized PageRank.

HippoRAG implementation using APIs

(v0.1.0 异步化三大函数，新增三大函数)去除了HippoRAG2中的torch，vllm，甚至openai（以requests和siliconflow api取代）；完全由api和本地cpu实现功能

https://github.com/OSU-NLP-Group/HippoRAG

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Knowledge graph ingestion engine with HippoRAG-style cross-domain retrieval

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An implementation of the HippoRAG agentic architecture based on the paper.

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hipporag for longitudinal user modeling / profiling

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Advance RAG is an enterprise-grade RAG system built on HippoRAG, designed for high-accuracy question answering in multilingual environments. It combines knowledge graph-based retrieval, hybrid search strategies, and advanced query processing to deliver precise, source-cited responses.

This repository focuses on building a processing pipeline for course information data of HCMUS, as well as customizing a graph-based RAG (using HippoRAG) and creating the test sets.

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my hipporag2 files

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Ứng dụng mô hình máy học sâu bằng phương pháp Rag để xây dựng hệ thống QA về tuyển sinh đại học

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機器學習

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