Image de couverture de livre

Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Sun, Zhaoyan, Wang, Jiayi, Zhao, Xinyang, Wang, Jiachi, Li, Guoliang
Format:	Preprint
Publié:	2025
Sujets:	Databases Artificial Intelligence Computation and Language Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

LLM-Enhanced Data Management
par: Zhou, Xuanhe, et autres
Publié: (2024)

R-Bot: An LLM-based Query Rewrite System
par: Sun, Zhaoyan, et autres
Publié: (2024)

Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI
par: Kandogan, Eser, et autres
Publié: (2025)

Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks
par: Li, Xunkai, et autres
Publié: (2024)

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs
par: Zhou, Wei, et autres
Publié: (2026)

Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
par: Tang, Zirui, et autres
Publié: (2026)

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
par: Pourreza, Mohammadreza, et autres
Publié: (2024)

Jellyfish: A Large Language Model for Data Preprocessing
par: Zhang, Haochen, et autres
Publié: (2023)

Database Entity Recognition with Data Augmentation and Deep Learning
par: Fu, Zikun, et autres
Publié: (2025)

CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models
par: Zhou, Wei, et autres
Publié: (2025)

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search
par: Li, Xiaoya, et autres
Publié: (2025)

PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
par: Zhou, Wei, et autres
Publié: (2025)

QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis
par: Manatkar, Abhijit, et autres
Publié: (2024)

Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models
par: Liu, Wei, et autres
Publié: (2026)

GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security
par: Liu, Xuanqing, et autres
Publié: (2024)

DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
par: Zhou, Wei, et autres
Publié: (2025)

AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic Analysis
par: Wang, Tianqing, et autres
Publié: (2025)

A Survey of LLM $\times$ DATA
par: Zhou, Xuanhe, et autres
Publié: (2025)

A Generative AI Framework for Intelligent Utility Billing CO 2 Analytics and Sustainable Resource Optimisation
par: Manjunath, Pavan, et autres
Publié: (2026)

Data Science: a Natural Ecosystem
par: Porcu, Emilio, et autres
Publié: (2025)

PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
par: Sun, Hui, et autres
Publié: (2025)

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
par: Zhang, Shaolei, et autres
Publié: (2025)

Large Language Models and Synthetic Data for Monitoring Dataset Mentions in Research Papers
par: Solatorio, Aivin V., et autres
Publié: (2025)

MoDora: Tree-Based Semi-Structured Document Analysis System
par: Xu, Bangrui, et autres
Publié: (2026)

EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution
par: Zhang, Tianshu, et autres
Publié: (2026)

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
par: Luo, Yujie, et autres
Publié: (2024)

Modyn: Data-Centric Machine Learning Pipeline Orchestration
par: Böther, Maximilian, et autres
Publié: (2023)

Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System
par: Zhang, Xiang, et autres
Publié: (2026)

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
par: Pourreza, Mohammadreza, et autres
Publié: (2024)

LLM and Agent-Driven Data Analysis: A Systematic Approach for Enterprise Applications and System-level Deployment
par: Wang, Xi, et autres
Publié: (2025)

ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation
par: Han, Dezheng, et autres
Publié: (2025)

Something's Fishy In The Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks
par: Boutaleb, Allaa, et autres
Publié: (2025)

KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs
par: Xu, Yongqin, et autres
Publié: (2024)

MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training
par: Guo, Taicheng, et autres
Publié: (2025)

A State-of-the-Art SQL Reasoning Model using RLVR
par: Ali, Alnur, et autres
Publié: (2025)

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
par: Ding, Dujian, et autres
Publié: (2025)

Continual Multimodal Knowledge Graph Construction
par: Chen, Xiang, et autres
Publié: (2023)

MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases
par: Lin, Zhisheng, et autres
Publié: (2024)

OmniPred: Language Models as Universal Regressors
par: Song, Xingyou, et autres
Publié: (2024)

MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
par: Xing, Junjie, et autres
Publié: (2025)