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Agent4Rec

[SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation"

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✨ Key Features

SIGIR 2024 paper implementation
Generative agent architecture
Recommendation system focus
Academic research codebase

Pros

+Peer-reviewed approach
+Complete implementation
+Academic backing
+Novel methodology

Cons

−Research-focused (not production-ready)
−Requires academic understanding
−May need significant compute

🎯 Use Cases

Research recommendation agentsReproduce academic resultsBuild generative recommendation systems

👥 Who is this for?

•ML researchers
•RecSys developers
•Academic practitioners

📋 Prerequisites

•Deep learning knowledge
•Python/PyTorch experience
•Understanding of recommendation systems

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🐙 GitHub

Details

Category: 🤖AI Agent Resources
Added: Dec 20, 2025
Verified: Dec 28, 2025

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