SMARTER: AI Reasoning w Knowledge Graphs + Agents
The latest tech to optimize your GraphRAG system on Knowledge Graphs with 2 simple methods (MCTS::MASTER and FastToG). Plus a great overview on all GraphRAG systems (30+) w/ computer science CS literature. AI News of today.
In this beautiful video you will find answers.
All rights w/ authors:
"MASTER: A Multi-Agent System with LLM Specialized MCTS"
Bingzheng Gan, Yufan Zhao, Tianyi Zhang, Jing Huang, Yusu Li
Shu Xian Teo, Changwang Zhang, Wei Shi
Huawei Technologies, Co., Ltd.
"Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph"
Xujian Liang, Zhaoquan Gu
School of Cyberspace Security, Beijing University Of Posts And Telecommunications, China
Department of New Networks, Peng Cheng Laboratory, Shenzhen, China
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