# osu-nlp-group/hipporag

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3,605 stars · 376 forks · Python · MIT

## Links

- GitHub: https://github.com/OSU-NLP-Group/HippoRAG
- Homepage: https://arxiv.org/abs/2405.14831
- awesome-repositories: https://awesome-repositories.com/repository/osu-nlp-group-hipporag.md

## Description

[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.

## Tags

### Part of an Awesome List

- [Agent Memory Systems](https://awesome-repositories.com/f/awesome-lists/ai/agent-memory-systems.md) — Neurobiologically inspired long-term memory for language models.
- [Knowledge Graph Integration](https://awesome-repositories.com/f/awesome-lists/ai/knowledge-graph-integration.md) — Neurobiologically inspired long-term memory for language models.
- [Memory and Context](https://awesome-repositories.com/f/awesome-lists/ai/memory-and-context.md) — Neurobiologically inspired long-term memory for language models.
- [Memory Systems](https://awesome-repositories.com/f/awesome-lists/ai/memory-systems.md) — Neurobiologically inspired long-term memory for language models.
- [Model Adaptation and Merging](https://awesome-repositories.com/f/awesome-lists/ai/model-adaptation-and-merging.md) — Non-parametric continual learning for LLMs.
- [Retrieval Augmented Generation](https://awesome-repositories.com/f/awesome-lists/ai/retrieval-augmented-generation.md) — Memory-inspired framework for retrieval-augmented generation.