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Agent4Rec

Open-source recommender-system simulator populated by LLM-powered generative agents.

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Overview

Agent4Rec is the implementation of the SIGIR 2024 paper “On Generative Agents in Recommendation.” The repository provides a recommender-system simulator built around LLM-powered generative agents. It is intended for studying recommendation behavior and agent-based approaches to recommender systems.

Key features

  • Generative-agent recommender simulation
  • Implementation of a SIGIR 2024 paper
  • LLM-powered simulated agents
  • Research code repository

Use cases

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Last updated 2026-09-16