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

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

Last synced: about 1 month ago
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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.

• Host: GitHub
• URL: https://github.com/OSU-NLP-Group/HippoRAG
• Owner: OSU-NLP-Group
• License: mit
• Created: 2024-05-23T23:07:16.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-07-29T16:05:11.000Z (about 2 months ago)
• Last Synced: 2024-07-30T00:02:50.381Z (about 2 months ago)
• Language: Python
• Homepage: https://arxiv.org/abs/2405.14831
• Size: 66.6 MB
• Stars: 1,092
• Watchers: 15
• Forks: 87
• Open Issues: 13
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• ai-game-devtools - HippoRAG - Term Memory for Large Language Models. |[arXiv](https://arxiv.org/abs/2405.14831) | | Agent | (<span id="game">Game (Agent)</span> / <span id="tool">Tool (AI LLM)</span>)
• StarryDivineSky - OSU-NLP-Group/HippoRAG
• awesome-llm-projects - HippoRAG - term memory that enables LLMs to continuously integrate knowledge across external documents. (Projects / 📋 Others)
• awesome-production-machine-learning - HippoRAG - NLP-Group/HippoRAG.svg?style=social) - HippoRAG is a novel retrieval augmented generation (RAG) framework inspired by the neurobiology of human long-term memory that enables LLMs to continuously integrate knowledge across external documents. (Neural Search)