Insight Agents: An LLM-Based Multi-Agent System for Data Insights
Fuente:
arXiv
Guardado en:
| Autores principales: | Bai, Jincheng, Zhang, Zhenyu, Zhang, Jennifer, Zhu, Zhihuai |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
MIRIX: Multi-Agent Memory System for LLM-Based Agents
por: Wang, Yu, et al.
Publicado: (2025)
por: Wang, Yu, et al.
Publicado: (2025)
AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
por: Wang, Zhexuan, et al.
Publicado: (2025)
por: Wang, Zhexuan, et al.
Publicado: (2025)
Multi-dimensional Data Analysis and Applications Basing on LLM Agents and Knowledge Graph Interactions
por: Wang, Xi, et al.
Publicado: (2025)
por: Wang, Xi, et al.
Publicado: (2025)
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
por: Fu, Dayuan, et al.
Publicado: (2024)
por: Fu, Dayuan, et al.
Publicado: (2024)
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
por: Chen, Weize, et al.
Publicado: (2024)
por: Chen, Weize, et al.
Publicado: (2024)
StorageXTuner: An LLM Agent-Driven Automatic Tuning Framework for Heterogeneous Storage Systems
por: Lin, Qi, et al.
Publicado: (2025)
por: Lin, Qi, et al.
Publicado: (2025)
Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development
por: Shen, Ming, et al.
Publicado: (2025)
por: Shen, Ming, et al.
Publicado: (2025)
Asymmetric Actor-Critic for Multi-turn LLM Agents
por: Jiang, Shuli, et al.
Publicado: (2026)
por: Jiang, Shuli, et al.
Publicado: (2026)
An LLM-Based Approach for Insight Generation in Data Analysis
por: Pérez, Alberto Sánchez, et al.
Publicado: (2025)
por: Pérez, Alberto Sánchez, et al.
Publicado: (2025)
HoneyComb: A Flexible LLM-Based Agent System for Materials Science
por: Zhang, Huan, et al.
Publicado: (2024)
por: Zhang, Huan, et al.
Publicado: (2024)
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
por: Xue, Xiangyuan, et al.
Publicado: (2025)
por: Xue, Xiangyuan, et al.
Publicado: (2025)
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
por: Liu, Zexi, et al.
Publicado: (2025)
por: Liu, Zexi, et al.
Publicado: (2025)
Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems
por: Rossiello, Gaetano, et al.
Publicado: (2026)
por: Rossiello, Gaetano, et al.
Publicado: (2026)
Transforming Wearable Data into Personal Health Insights using Large Language Model Agents
por: Merrill, Mike A., et al.
Publicado: (2024)
por: Merrill, Mike A., et al.
Publicado: (2024)
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
por: Ma, Chang, et al.
Publicado: (2024)
por: Ma, Chang, et al.
Publicado: (2024)
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
por: Zhang, Zhiwei, et al.
Publicado: (2025)
por: Zhang, Zhiwei, et al.
Publicado: (2025)
DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation
por: You, Ziming, et al.
Publicado: (2025)
por: You, Ziming, et al.
Publicado: (2025)
Framing Effects in Independent-Agent Large Language Models: A Cross-Family Behavioral Analysis
por: Wang, Zice, et al.
Publicado: (2026)
por: Wang, Zice, et al.
Publicado: (2026)
AIOS: LLM Agent Operating System
por: Mei, Kai, et al.
Publicado: (2024)
por: Mei, Kai, et al.
Publicado: (2024)
AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
por: Zhang, Boxuan, et al.
Publicado: (2026)
por: Zhang, Boxuan, et al.
Publicado: (2026)
DevNous: An LLM-Based Multi-Agent System for Grounding IT Project Management in Unstructured Conversation
por: Doropoulos, Stavros, et al.
Publicado: (2025)
por: Doropoulos, Stavros, et al.
Publicado: (2025)
When Agents "Misremember" Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
por: Xu, Naen, et al.
Publicado: (2026)
por: Xu, Naen, et al.
Publicado: (2026)
Multi-Modal Data Exploration via Language Agents
por: Nooralahzadeh, Farhad, et al.
Publicado: (2024)
por: Nooralahzadeh, Farhad, et al.
Publicado: (2024)
IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems
por: Wang, Liwen, et al.
Publicado: (2025)
por: Wang, Liwen, et al.
Publicado: (2025)
ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild
por: Yang, Bufang, et al.
Publicado: (2025)
por: Yang, Bufang, et al.
Publicado: (2025)
CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
por: Zhou, Zhenhong, et al.
Publicado: (2025)
por: Zhou, Zhenhong, et al.
Publicado: (2025)
Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey
por: Zhu, Jiachen, et al.
Publicado: (2025)
por: Zhu, Jiachen, et al.
Publicado: (2025)
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
por: Zhou, Hang, et al.
Publicado: (2024)
por: Zhou, Hang, et al.
Publicado: (2024)
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents
por: Song, Yueqi, et al.
Publicado: (2025)
por: Song, Yueqi, et al.
Publicado: (2025)
UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems
por: Chen, Yiqun, et al.
Publicado: (2026)
por: Chen, Yiqun, et al.
Publicado: (2026)
Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey
por: Guan, Shengyue, et al.
Publicado: (2025)
por: Guan, Shengyue, et al.
Publicado: (2025)
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
por: Zhu, Yakun, et al.
Publicado: (2024)
por: Zhu, Yakun, et al.
Publicado: (2024)
Emergent Convergence in Multi-Agent LLM Annotation
por: Parfenova, Angelina, et al.
Publicado: (2025)
por: Parfenova, Angelina, et al.
Publicado: (2025)
Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning
por: Tang, Xiangru, et al.
Publicado: (2025)
por: Tang, Xiangru, et al.
Publicado: (2025)
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
por: Shen, Weizhou, et al.
Publicado: (2024)
por: Shen, Weizhou, et al.
Publicado: (2024)
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics
por: Zhou, Yuan, et al.
Publicado: (2024)
por: Zhou, Yuan, et al.
Publicado: (2024)
Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents
por: Xu, Haiyang, et al.
Publicado: (2026)
por: Xu, Haiyang, et al.
Publicado: (2026)
Self-Resource Allocation in Multi-Agent LLM Systems
por: Amayuelas, Alfonso, et al.
Publicado: (2025)
por: Amayuelas, Alfonso, et al.
Publicado: (2025)
AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation
por: Wang, Ming, et al.
Publicado: (2025)
por: Wang, Ming, et al.
Publicado: (2025)
SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning
por: Li, Xuchen, et al.
Publicado: (2025)
por: Li, Xuchen, et al.
Publicado: (2025)
Ejemplares similares
-
MIRIX: Multi-Agent Memory System for LLM-Based Agents
por: Wang, Yu, et al.
Publicado: (2025) -
AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
por: Wang, Zhexuan, et al.
Publicado: (2025) -
Multi-dimensional Data Analysis and Applications Basing on LLM Agents and Knowledge Graph Interactions
por: Wang, Xi, et al.
Publicado: (2025) -
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
por: Fu, Dayuan, et al.
Publicado: (2024) -
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
por: Chen, Weize, et al.
Publicado: (2024)