weAIDB / awesome-data-llmLinks
Official Repository of "LLM × DATA" Survey Paper
☆461Updated this 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:
- GPTuner is a manual-reading database tuning system leveraging domain knowlege automatically and extensively to enhance knob tuning proces…☆115Updated 3 months ago
- an unstructured data analytics systems via LLM☆17Updated 2 months ago
- The source code of CodeS (SIGMOD 2024).☆184Updated 10 months ago
- 🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"☆95Updated 4 months ago
- Continuously updated handbook and official repository for our survey on Data Agents.☆16Updated 3 weeks ago
- ☆49Updated 10 months ago
- 🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”☆133Updated last week
- DataMosaic: Explainable and Verifiable Document-Based Data Analytics☆20Updated 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…☆1,016Updated last week
- PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database …☆164Updated 11 months ago
- 向量检索与 RAG 实践:技术、实现与应用☆132Updated 11 months ago
- 🔥[SIGKDD'25] NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.☆25Updated 2 weeks ago
- ☆90Updated last year
- Contextual Harnessing for Efficient SQL Synthesis☆236Updated 4 months ago
- 🔥[NeurIPS'24] Official repository for the paper “Are Large Language Models Good Statisticians?”☆30Updated 5 months ago
- ai4db and db4ai work☆804Updated 9 months ago
- [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)☆32Updated last year
- ☆19Updated 4 months ago
- Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".☆14Updated 2 months ago
- LLM-based Dialect Translation System☆68Updated last week
- Collection of training data management explorations for large language models☆334Updated last year
- A live reading list for LLM data synthesis (Updated to July, 2025).☆378Updated last month
- PostgreSQL extension for supporting deep learning model inference within the database and vector storage☆57Updated last week
- An LLM Based Diagnosis System (https://arxiv.org/pdf/2312.01454.pdf)☆667Updated 7 months ago
- The source code for the schema filter (question + schema only)☆48Updated last year
- This project provides a demo for text-to-SQL based on CodeS.☆56Updated last year
- Fine-Tuning Dataset Auto-Generation for Graph Query Languages.☆77Updated last month
- Papers for database systems powered by artificial intelligence (machine learning for database)☆751Updated 3 weeks ago
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆30Updated last year
- A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration☆85Updated 2 months ago