MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.

Documentation that introduces the OceanBase kernel

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

A Baby Robot's Guide to Reinforcement Learning

Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.

A Pretrained Model for Cross-Database Cardinality Estimation

PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.

Pytorch implementation of LEON: A New Framework for ML-Aided Query Optimization.

A Self-Evolving Fine-Tuned RAG-Based Query Optimizer

A list of learning materials to understand databases internals

A new CardEst Benchmark to Bridge AI and DBMS

TPC-H benchmark kit with some modifications/additions

A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience

🚀 Power Your World with AI - Explore, Extend, Empower.

A SQLite extension for efficient vector search, based on Faiss!

GPTuner is a manual-reading database tuning system leveraging domain knowlege automatically and extensively to enhance knob tuning process.

Implementation of "REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering"

Overview and tutorial of the LangChain Library

SQL Lineage Analysis Tool powered by Python

The official home of the Presto distributed SQL query engine for big data

DQA: a comprehensive database Q&A benchmark

Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)

TPC-DS benchmark kit with some modifications/fixes