Agent4Rec
ai-agentStable
[SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation"
Stars
491
Δ stars 7d
+1
Δ stars 30d
—
Forks
61
Contributors
3
npm DL / wk
—
PyPI DL / wk
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Language
Python
Last push
2024-07-07
About Agent4Rec
Avatar: Agent-based Virtual Approach to Large Scale Recommendation Simulation --> Agent4Rec, a recommender system simulator with 1,000 LLM-empowered generative agents. These agents are initialized from the MovieLens-1M dataset, embodying varied social traits and preferences. Each agent interacts with personalized movie recommendations in a page-by-page manner and undertakes various actions such as watching, rating, evaluating, exiting, and interviewing. With Agent4Rec, we would like to explore the potential of LLM-empowered generative agents…
Read the full README on GitHub →
Agent4Rec growth signals this week
- Gained 1 stars in the last 7 days
Growth score: 1/100 week of 2026-07-20
Signal history
| Week | Score | Δ★ | Signal |
|---|---|---|---|
| 2026-07-20 | 1 | +1 | Stable |
| 2026-07-13 | 1 | +1 | Stable |
| 2026-07-06 | 1 | +1 | Stable |
| 2026-06-29 | 3 | +1 | Stable |
| 2026-06-22 | 6 | +2 | Stable |
| 2026-06-15 | 0 | +0 | Stable |
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Frequently asked questions
- Is Agent4Rec still maintained?
- Activity is low: the last push was on 2024-07-07 (742 days before our latest snapshot).
- Is Agent4Rec growing?
- It is stable this week, with a growth score of 1/100. See the weekly history above.
- What are the best Agent4Rec alternatives?
- Closest by category and size in our data: roam-code, Flyto Core, telemem — full list with live signals above.
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Tracked since 2026-06-20 · data as of 2026-07-19 · 4 open issues · 0 releases