Test-Time Memory Construction

cs.CL

Submitted: 2026-10-09

Updated: 2026-10-09

Code: https://github.com/OpenBMB/T2Mem

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
• From Local to Global: A Graph RAG Approach to Query-Focused Summarization
• Memory in the Age of AI Agents
• Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation
• SEEK: Steering LLM Reasoning for RAG via Internal Reasoning Sketches
• OpenAI o1 System Card
• MemGPT: Towards LLMs as Operating Systems
• Memory Shot for Long-Term Dialogue
• TrajWiki: Source-Grounded Memory Trajectories for Long-Horizon Dialogue Agents
• Gemma 4 Technical Report
• Finding What Matters: Anchoring Context Knowledge with Evolving Indices for Iterative Retrieval
• LazyMem: Retrieve Broadly, Construct Selectively for Efficient Long-Term Agent Memory
• HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents

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