weAIDB / awesome-data-llmLinks
Official Repository of "LLM × DATA" Survey Paper
☆382Updated last week
Alternatives and similar repositories for awesome-data-llm
Users that are interested in awesome-data-llm are comparing it to the libraries listed below
Sorting:
- ☆14Updated last month
- GPTuner is a manual-reading database tuning system leveraging domain knowlege automatically and extensively to enhance knob tuning proces…☆107Updated 2 weeks ago
- The source code of CodeS (SIGMOD 2024).☆180Updated 7 months ago
- 🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"☆78Updated last month
- 🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”☆126Updated 3 months ago
- This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide pract…☆784Updated 2 weeks ago
- This is the official repository for NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.☆16Updated last month
- ☆46Updated 7 months ago
- This project provides a demo for text-to-SQL based on CodeS.☆55Updated last year
- Contextual Harnessing for Efficient SQL Synthesis☆221Updated last month
- PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database …☆162Updated 9 months ago
- A live reading list for LLM-synthetic-data.☆307Updated last week
- An up-to-date curated list of Retrieval-Augmented Generation (RAG) for LLMs.☆108Updated last month
- 🔥[NeurIPS'24] Official repository for the paper “Are Large Language Models Good Statisticians?”☆27Updated 3 months ago
- An LLM Based Diagnosis System (https://arxiv.org/pdf/2312.01454.pdf)☆651Updated 4 months ago
- Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)☆31Updated 8 months ago
- ai4db and db4ai work☆792Updated 6 months ago
- The source code for the schema filter (question + schema only)☆45Updated last year
- [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)☆30Updated last year
- Papers for database systems powered by artificial intelligence (machine learning for database)☆734Updated last week
- 向量检索与 RAG 实践:技术、实现与应用☆124Updated 8 months ago
- ☆81Updated last year
- ☆12Updated 4 months ago
- DataMosaic: Explainable and Verifiable Document-Based Data Analytics☆18Updated 2 weeks ago
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆263Updated 4 months ago
- [ACL Findings 2024] Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm☆42Updated 11 months ago
- Collection of training data management explorations for large language models☆327Updated 11 months ago
- ☆110Updated last year
- LLM-based Dialect Translation System☆53Updated 2 weeks ago
- A Benchmark for Transactional Database Performance Anomalies☆11Updated last year