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awesome-codex

A list dedicated to products, demos and articles related to 🤖 OpenAI's Codex.

awesome-gpt3

baboons

balm

BALM - A framework for Batch Analysis with Language Models

cicerodboldversion

codexdb

CodexDB generates code for SQL query processing via OpenAI's GPT-3 Codex model.

cornelldbseminar

Website of the Cornell Database Seminar

databyvoice

Web site summarizing our work on voice query interfaces

datacorrelationpredictionwithnlp

This project aims at predicting correlated column pairs in data tables by analyzing column names via large language models.

datasciencewithgpt

Resources to learn data processing with GPT and other language models

dbbert

DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.

dbz

exactcardinalityqueryoptimization

This repository contains tools for finding query plans that produce the least number of join result tuples (the so-called "Cout" metric). Those tools are not suitable for query optimization at run time - instead, they can be used for offline analysis to assess the quality of query optimizers.

itrummer.github.io

Personal page of Immanuel Trummer.

llmjoins

Implements theta-joins with free-text join predicates using large language models.

lm4db

Material for my VLDB'22 and BTW'23 tutorials on application for language models in data management

naru

Neural Relation Understanding: neural cardinality estimators for tabular data

naturalminer

Mine data for patterns described in natural language

qdata

quantumdb

Algorithms for mapping database optimization problems to quantum hardware (D-Wave).

query-optimizer-lib

Contains implementations of various algorithms for database query optimization. The algorithms cover multiple problem variants (e.g., traditional and multi-objective query optimization) and offer different tradeoffs between optimality guarantees and optimization time (e.g., fast randomized algorithms, approximation schemes, exhaustive algorithms, parallel algorithms, ...).

schemacompression

Compress database schemata to reduce cost for LLM processing

sigmod2019voice

skinnerdb-1

skinnerpg

slate

Slate is a Jekyll theme for GitHub Pages

testingstreamlit

vta

Frontend for virtual TA

webchecker