Zep: A Temporal Knowledge Graph Architecture for Agent Memory
Fuente:
arXiv
Saved in:
| Main Authors: | Rasmussen, Preston, Paliychuk, Pavlo, Beauvais, Travis, Ryan, Jack, Chalef, Daniel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deterministic Legal Agents: A Canonical Primitive API for Auditable Reasoning over Temporal Knowledge Graphs
by: de Martim, Hudson
Published: (2025)
by: de Martim, Hudson
Published: (2025)
Human-Inspired Memory Architecture for LLM Agents
by: Kerestecioglu, Doga, et al.
Published: (2026)
by: Kerestecioglu, Doga, et al.
Published: (2026)
Spatial Metaphors for LLM Memory: A Critical Analysis of the MemPalace Architecture
by: Dey, Robin, et al.
Published: (2026)
by: Dey, Robin, et al.
Published: (2026)
$τ$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge
by: Shi, Quan, et al.
Published: (2026)
by: Shi, Quan, et al.
Published: (2026)
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
by: Liang, Ke, et al.
Published: (2022)
by: Liang, Ke, et al.
Published: (2022)
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization
by: Barron, Ryan C., et al.
Published: (2024)
by: Barron, Ryan C., et al.
Published: (2024)
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
by: Lee, Kuang-Huei, et al.
Published: (2024)
by: Lee, Kuang-Huei, et al.
Published: (2024)
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
by: Yang, Ke, et al.
Published: (2026)
by: Yang, Ke, et al.
Published: (2026)
PPoGA: Predictive Plan-on-Graph with Action for Knowledge Graph Question Answering
by: Jeon, MinGyu, et al.
Published: (2025)
by: Jeon, MinGyu, et al.
Published: (2025)
A Method for Multi-Hop Question Answering on Persian Knowledge Graph
by: Ghafouri, Arash, et al.
Published: (2025)
by: Ghafouri, Arash, et al.
Published: (2025)
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration
by: Yu, Hong Qing, et al.
Published: (2025)
by: Yu, Hong Qing, et al.
Published: (2025)
APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI
by: Banerjee, Pratyay, et al.
Published: (2026)
by: Banerjee, Pratyay, et al.
Published: (2026)
An Ontology-Driven Graph RAG for Legal Norms: A Structural, Temporal, and Deterministic Approach
by: de Martim, Hudson
Published: (2025)
by: de Martim, Hudson
Published: (2025)
Analyzing the Influence of Knowledge Graph Information on Relation Extraction
by: Möller, Cedric, et al.
Published: (2025)
by: Möller, Cedric, et al.
Published: (2025)
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
by: Kim, Juyeon, et al.
Published: (2025)
by: Kim, Juyeon, et al.
Published: (2025)
Building FKG.in: a Knowledge Graph for Indian Food
by: Gupta, Saransh Kumar, et al.
Published: (2024)
by: Gupta, Saransh Kumar, et al.
Published: (2024)
Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
by: Wang, Yuqi, et al.
Published: (2024)
by: Wang, Yuqi, et al.
Published: (2024)
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
by: Zhou, Zijian, et al.
Published: (2025)
by: Zhou, Zijian, et al.
Published: (2025)
ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
by: Zhang, Xiaohui, et al.
Published: (2026)
by: Zhang, Xiaohui, et al.
Published: (2026)
Knowledge Management for Automobile Failure Analysis Using Graph RAG
by: Ojima, Yuta, et al.
Published: (2024)
by: Ojima, Yuta, et al.
Published: (2024)
Structured Distillation for Personalized Agent Memory: 11x Token Reduction with Retrieval Preservation
by: Lewis, Sydney
Published: (2026)
by: Lewis, Sydney
Published: (2026)
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval
by: Singh, Karanbir, et al.
Published: (2025)
by: Singh, Karanbir, et al.
Published: (2025)
Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models
by: AlMahri, Sara, et al.
Published: (2024)
by: AlMahri, Sara, et al.
Published: (2024)
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion
by: Nandi, Ananjan, et al.
Published: (2024)
by: Nandi, Ananjan, et al.
Published: (2024)
TLEX: An Efficient Method for Extracting Exact Timelines from TimeML Temporal Graphs
by: Ocal, Mustafa, et al.
Published: (2024)
by: Ocal, Mustafa, et al.
Published: (2024)
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
by: Markowitz, Elan, et al.
Published: (2025)
by: Markowitz, Elan, et al.
Published: (2025)
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
by: Shen, Zhili, et al.
Published: (2024)
by: Shen, Zhili, et al.
Published: (2024)
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities
by: Ma, Chuangtao, et al.
Published: (2025)
by: Ma, Chuangtao, et al.
Published: (2025)
SuperLocalMemory V3.3: The Living Brain -- Biologically-Inspired Forgetting, Cognitive Quantization, and Multi-Channel Retrieval for Zero-LLM Agent Memory Systems
by: Bhardwaj, Varun Pratap
Published: (2026)
by: Bhardwaj, Varun Pratap
Published: (2026)
Integrating Large Language Models and Knowledge Graphs to Capture Political Viewpoints in News Media
by: Fadda, Massimiliano, et al.
Published: (2025)
by: Fadda, Massimiliano, et al.
Published: (2025)
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models
by: Barmettler, Joel, et al.
Published: (2025)
by: Barmettler, Joel, et al.
Published: (2025)
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph
by: Guan, Lingxiao, et al.
Published: (2025)
by: Guan, Lingxiao, et al.
Published: (2025)
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
by: Cai, Yuzheng, et al.
Published: (2024)
by: Cai, Yuzheng, et al.
Published: (2024)
Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
by: Qiu, Zhangchi, et al.
Published: (2024)
by: Qiu, Zhangchi, et al.
Published: (2024)
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
by: Zhao, Xuejiao, et al.
Published: (2025)
by: Zhao, Xuejiao, et al.
Published: (2025)
iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
by: Lairgi, Yassir, et al.
Published: (2024)
by: Lairgi, Yassir, et al.
Published: (2024)
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems
by: Qiu, Zhangchi, et al.
Published: (2023)
by: Qiu, Zhangchi, et al.
Published: (2023)
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking
by: Azizi, Vahid, et al.
Published: (2025)
by: Azizi, Vahid, et al.
Published: (2025)
A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models
by: Wei, Qikai, et al.
Published: (2025)
by: Wei, Qikai, et al.
Published: (2025)
Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph
by: Zhao, Qian, et al.
Published: (2024)
by: Zhao, Qian, et al.
Published: (2024)
Similar Items
-
Deterministic Legal Agents: A Canonical Primitive API for Auditable Reasoning over Temporal Knowledge Graphs
by: de Martim, Hudson
Published: (2025) -
Human-Inspired Memory Architecture for LLM Agents
by: Kerestecioglu, Doga, et al.
Published: (2026) -
Spatial Metaphors for LLM Memory: A Critical Analysis of the MemPalace Architecture
by: Dey, Robin, et al.
Published: (2026) -
$τ$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge
by: Shi, Quan, et al.
Published: (2026) -
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
by: Liang, Ke, et al.
Published: (2022)