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Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought

LLM memory is widely used in long-term conversation understanding. Agentic memory systems often use mutation, structural organization, learned retrieval strategies, or other complex operations. Is thi

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#15Best rank
–Score · 24h
235Score · 7d
4Days on list
36Snapshots
Oct 23, 2026First seen

Summary

Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought was first seen on Hugging Face · Daily papers on Oct 23, 2026. Since then it appeared in 36 hourly checks across 4 days, peaking at #15 on Oct 26, 03:28 UTC. It was last on the list on Oct 26, 03:28 UTC.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 Oct 23Oct 23Oct 24Oct 25Oct 26 Oct 23, 05:19 UTC · #21Oct 23, 07:22 UTC · #23Oct 23, 09:22 UTC · #21Oct 23, 11:24 UTC · #22Oct 23, 13:24 UTC · #20Oct 23, 15:24 UTC · #19Oct 23, 17:25 UTC · #19Oct 23, 19:25 UTC · #18Oct 23, 21:25 UTC · #18Oct 23, 23:25 UTC · #18Oct 24, 01:25 UTC · #18Oct 24, 03:25 UTC · #18Oct 24, 05:25 UTC · #20Oct 24, 07:25 UTC · #20Oct 24, 09:25 UTC · #20Oct 24, 11:25 UTC · #20Oct 24, 13:25 UTC · #20Oct 24, 15:25 UTC · #20Oct 24, 17:25 UTC · #22Oct 24, 19:25 UTC · #22Oct 24, 21:25 UTC · #22Oct 24, 23:25 UTC · #22Oct 25, 01:25 UTC · #20Oct 25, 03:25 UTC · #20Oct 25, 05:25 UTC · #20Oct 25, 07:25 UTC · #21Oct 25, 09:25 UTC · #21Oct 25, 11:25 UTC · #21Oct 25, 13:26 UTC · #21Oct 25, 15:26 UTC · #21Oct 25, 17:26 UTC · #21Oct 25, 19:27 UTC · #21Oct 25, 21:27 UTC · #21Oct 25, 23:27 UTC · #21Oct 26, 01:27 UTC · #21Oct 26, 03:28 UTC · #15

Last 14 days

Best rank per day (UTC).

Oct 14today

Metric history

Platform metric as reported by Hugging Face.

081523 Oct 23Oct 23Oct 24Oct 25Oct 26 Oct 23, 05:19 UTC · 7Oct 23, 07:22 UTC · 9Oct 23, 09:22 UTC · 10Oct 23, 11:24 UTC · 10Oct 23, 13:24 UTC · 12Oct 23, 15:24 UTC · 14Oct 23, 17:25 UTC · 14Oct 23, 19:25 UTC · 15Oct 23, 21:25 UTC · 15Oct 23, 23:25 UTC · 15Oct 24, 01:25 UTC · 15Oct 24, 03:25 UTC · 15Oct 24, 05:25 UTC · 15Oct 24, 07:25 UTC · 15Oct 24, 09:25 UTC · 15Oct 24, 11:25 UTC · 15Oct 24, 13:25 UTC · 15Oct 24, 15:25 UTC · 15Oct 24, 17:25 UTC · 15Oct 24, 19:25 UTC · 15Oct 24, 21:25 UTC · 15Oct 24, 23:25 UTC · 15Oct 25, 01:25 UTC · 21Oct 25, 03:25 UTC · 21Oct 25, 05:25 UTC · 21Oct 25, 07:25 UTC · 21Oct 25, 09:25 UTC · 21Oct 25, 11:25 UTC · 21Oct 25, 13:26 UTC · 22Oct 25, 15:26 UTC · 22Oct 25, 17:26 UTC · 22Oct 25, 19:27 UTC · 22Oct 25, 21:27 UTC · 22Oct 25, 23:27 UTC · 23Oct 26, 01:27 UTC · 23Oct 26, 03:28 UTC · 23

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Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought on TrendBoard
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