Alternatives and similar repositories for LLM4DB:

Users that are interested in LLM4DB are comparing it to the libraries listed below

• SolidLao / GPTuner
  GPTuner is a manual-reading database tuning system leveraging domain knowlege automatically and extensively to enhance knob tuning proces…
  ☆77Updated 2 weeks ago
• zhouxh19 / LearnedRewrite
  An online logical query rewrite demo (schema+sql only)!
  ☆36Updated last year
• TsinghuaDatabaseGroup / DBMeeting
  Putting Database Meeting Reports Together
  ☆34Updated last year
• Nathaniel-Han / End-to-End-CardEst-Benchmark
  A new CardEst Benchmark to Bridge AI and DBMS
  ☆115Updated last year
• Blondig / Lero-on-PostgreSQL
  ☆26Updated last year
• TsinghuaDatabaseGroup / AI4DBCode
  Codes for building an AI-native database
  ☆74Updated 6 months ago
• alibaba / pilotscope
  PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database …
  ☆156Updated 3 months ago
• MorphingDB / MorphingDB
  PostgreSQL extension for supporting deep learning model inference within the database and vector storage
  ☆57Updated 2 months ago
• jt-zhang / CardinalityEstimationTestbed
  CardinalityEstimationTestbed
  ☆41Updated 4 months ago
• Wind-Gone / awesome-ai4db-paper
  Paper related to AI4DB techniques
  ☆53Updated 2 weeks ago
• sfu-db / AreCELearnedYet
  ☆68Updated 2 years ago
• db-tu-dresden / FASTgres-PVLDBv16
  ☆13Updated last year
• itrummer / dbbert
  DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.
  ☆57Updated last year
• IntelLabs / Auto-Steer
  Auto-Steer
  ☆45Updated last month
• uw-mad-dash / llamatune
  Supplementary Material for "LlamaTune: Sample-Efficient DBMS Configuration Tuning"
  ☆34Updated 2 years ago
• tiannuo-yang / VDTuner
  [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)
  ☆22Updated 9 months ago
• pagegitss / UAE
  A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
  ☆27Updated 3 years ago
• AlibabaIncubator / Lero-on-PostgreSQL
  ☆24Updated 2 years ago
• for0nething / RECON
  Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning
  ☆14Updated last year
• DAMO-NLP-SG / LLM-R2
  ☆38Updated 2 months ago
• wuziniu / FactorJoin
  A new cardinality estimation scheme for join query estimation
  ☆32Updated last month
• greatji / Learning-based-cost-estimator
  ☆58Updated 3 years ago
• zhaoyue-ntu / QueryFormer
  ☆47Updated 8 months ago
• TsinghuaDatabaseGroup / AIDB
  ai4db and db4ai work
  ☆738Updated last month
• neurdb / neurdb
  AI-powered Autonomous Data System
  ☆52Updated last week
• LumingSun / ML4DB-paper-list
  Papers for database systems powered by artificial intelligence (machine learning for database)
  ☆684Updated last month
• learnedsystems / CEB
  Cardinality Estimation Benchmark
  ☆73Updated last year
• andreaskipf / learnedcardinalities
  Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)
  ☆119Updated 5 years ago
• learnedsystems / BaoForPostgreSQL
  A prototype implementation of Bao for PostgreSQL
  ☆194Updated 4 months ago
• Eilowangfang / LPCE
  This is for SIGMOD submission "Learning-based Progressive Cardinality Estimation for End-to-end Query Execution"
  ☆18Updated last year