weAIDB / awesome-data-llmLinks
Official Repository of "LLM × DATA" Survey Paper
☆431Updated 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…☆114Updated 2 months ago
- an unstructured data analytics systems via LLM☆17Updated last month
- 🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"☆91Updated 3 months ago
- ☆49Updated 9 months ago
- 🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”☆131Updated 5 months ago
- The source code of CodeS (SIGMOD 2024).☆184Updated 9 months ago
- Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".☆13Updated last month
- [TKDE'25] This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and pro…☆955Updated this week
- ☆18Updated 3 months ago
- Continuously updated handbook and official repository for our survey on Data Agents.☆13Updated this week
- An LLM Based Diagnosis System (https://arxiv.org/pdf/2312.01454.pdf)☆665Updated 6 months ago
- DataMosaic: Explainable and Verifiable Document-Based Data Analytics☆20Updated 2 months ago
- [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)☆31Updated last year
- This is the official repository for NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.☆24Updated 3 months ago
- PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database …☆163Updated 11 months ago
- PostgreSQL extension for supporting deep learning model inference within the database and vector storage☆57Updated 5 months ago
- ai4db and db4ai work☆798Updated 8 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆235Updated 3 months ago
- This project provides a demo for text-to-SQL based on CodeS.☆56Updated last year
- Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)☆31Updated 10 months ago
- 🔥[NeurIPS'24] Official repository for the paper “Are Large Language Models Good Statisticians?”☆30Updated 5 months ago
- 向量检索与 RAG 实践：技术、实现与应用☆130Updated 10 months 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 live reading list for LLM data synthesis (Updated to July, 2025).☆374Updated 3 weeks ago
- The source code for the schema filter (question + schema only)☆47Updated last year
- Collection of training data management explorations for large language models☆334Updated last year
- A Benchmark for Transactional Database Performance Anomalies☆12Updated last year
- An online logical query rewrite demo (schema+sql only)!☆39Updated 2 years ago
- ☆12Updated 6 months ago
- LLM-based Dialect Translation System☆63Updated 2 months ago