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GRAPHAM: A Graph-Powered Hierarchical Autonomous Multi-Agent System for Next-Generation Recommendations

2025-11-26

Abstract excerpt

<title>Abstract</title> <p>Traditional recommender systems frequently en counter issues such as popularity bias, cold-start problems, and a lack of transparency. This paper presents GRAPHAM, a novel agentic framework that addresses these limitations by employing a society of collaborative AI agents. These agents, leveraging Large Language Models (LLMs) via the high-throughput Groq API, reason over a heterogeneous...

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Literature Corpus work: 0a8be0bd-284a-5e70-aae8-d3084c297675
DOI: 10.21203/rs.3.rs-8176807/v1

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