text-to-sql

There are 39 repositories under text-to-sql topic.

• vanna

  vanna-ai / vanna

  🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

  agentaidata-visualizationdatabasellmragsqltext-to-sql
  Language:Python 10013
• sqlchat

  sqlchat / sqlchat

  Chat-based SQL Client and Editor for the next decade

  chatgptmysqlopenaipostgressqlsqlclientsqleditorclickhousecockroachdboraclesnowflakesqlitesqlservertidbmongodbredismssqltext2sqltext-to-sqlgpt
  Language:TypeScript 4177

• Dataherald / dataherald

  Interact with your SQL database, Natural Language to SQL using LLMs

  aidatabasefinetuningllmnl-to-sqlragsqltext-to-sql
  Language:Python 3252
• WrenAI

  Canner / WrenAI

  Open-source Text-to-SQL solution, Wren AI makes your database RAG-ready.

  agentaibigqueryduckdbfastapigptllmnextjsnlpopenaipostgresqlpythonragsqltext-to-sqltypescript
  Language:TypeScript 1497

• eosphoros-ai / Awesome-Text2SQL

  Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

  aiawesomedatsetdeep-learningfinetuningllmnl-to-sqlnl2sqlnlpsurveytesttext-to-sqltext2apitext2dsltext2sql
  1424

• eosphoros-ai / DB-GPT-Hub

  A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

  databasedatasetsfine-tuninggptllmnl2sqlsqltext-to-sqltext2sql
  Language:Python 1247

• microsoft / ContextualSP

  Multiple paper open-source codes of the Microsoft Research Asia DKI group

  semantic-parsingcompositional-generalizationconversational-semantic-parsingutterance-rewritingmicrosoft-research-asiatext-to-sql
  Language:Python 369

• salesforce / TabularSemanticParsing

  Translating natural language questions to a structured query language

  text-to-sqlsemantic-parsingnatural-language-interfacepytorchnatural-language-processingdatabase
  Language:Jupyter Notebook 219

• totalhack / zillion

  Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/

  warehousedata-warehousingdatasourcesquery-builderreportinganalyticsdata-analysispythonsqlaiopenaitext-to-sqlsemantic-data-modelsemantic-layer
  Language:Python 172
• MindSQL

  Mindinventory / MindSQL

  MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.

  chatbotgeminilangchainragretrival-augmentedtext-to-sql
  Language:Python 154

• X-LANCE / text2sql-lgesql

  [ACL 2021] This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".

  text-to-sqlheterogeneous-graph-neural-networkstructured-predictionsemantic-parsingnatural-language-interfacedatabase
  Language:Python 144

• deepsense-ai / db-ally

  Efficient, consistent and secure library for querying structured data with natural language

  data-sciencedatabasellmnlpagentaisqltext-to-sqlnlidbnatural-language-interface
  Language:Python 90

• aws-samples / generative-bi-using-rag

  A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG

  llmnlqnlq-to-sqlragtext-to-sqltext2sql
  Language:Python 77

• glee4810 / EHRSQL

  [NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

  semantic-parsingtext-to-sqlehrqareliable-semantic-parsingtrustworthy-semantic-parsingquestion-answering
  Language:Python 72

• lyuqin / HydraNet-WikiSQL

  Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL

  text-to-sqlwikisqlnl2sql
  Language:Python 65

• Chirayu-Tripathi / nl2query

  A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.

  cypher-query-languagedatabasekusto-query-languagemongodbmqlnatural-language-processingpandasnl2querytext-to-sql
  Language:Python 60

• aws-samples / text-to-sql-bedrock-workshop

  This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

  amazon-bedrockawsgenaitext-to-sqlaidatabasellmnl2sqlragtxt2sql
  Language:Jupyter Notebook 58

• wshi83 / EhrAgent

  [preprint'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records

  ehrllmllm-agentmedical-qatext-to-sql
  Language:Python 51

• OSU-NLP-Group / llm-planning-eval

  Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"

  language-agentlarge-language-modelsmathematical-reasoningplanningself-correctiontext-to-sqltree-search
  Language:Python 43

• MSR-LIT / Splash

  Release of SPLASH: Dataset for semantic parse correction with natural language feedback in the context of text-to-SQL parsing

  splashtext-to-sqlsemantic-parsinghuman-in-the-loopinteractive-systemsnlpnatural-language-inference
  41

• tshu-w / DBCopilot

  Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"

  databasellmtext-to-sql
  Language:Python 40
• pyomop

  dermatologist / pyomop

  Python package for managing OHDSI clinical data models. Includes support for LLM based plain text queries!

  ohdsidatawarehousehealth-informaticshealth-data-analysisclinical-trialscdmpythonhacktoberfestllmtext-to-sql
  Language:Python 34

• yandex-research / sparqling-queries

  This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin

  text-to-sqlsemantic-parsingnatural-language-inference
  Language:Python 34

• chatc / TriageSQL

  The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"

  text2sqltext-to-sqlintent-classificationbenchmark
  Language:Python 33

• Chia-Hsuan-Lee / KaggleDBQA

  Introduction page of a challenging text-to-SQL dataset: KaggleDBQA

  datasetkagglekaggle-datasetnatural-language-processingquestion-answeringsemantic-parsingspidertext-to-sql
  29

• Mindinventory / Collabchatbot-Gemini-LLM

  CollabChatbot is a cutting-edge, open-source project designed to revolutionize how organizations access employee information and foster team collaboration. This beta version introduces a suite of powerful features, including instant personal details, real-time occupancy updates, skill identification, and smart team-building recommendations

  chatbotgemini-progenerative-ailarge-language-modelstext-to-sql
  Language:Python 28

• OSU-NLP-Group / Auto-SQL-Correction

  Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)

  code-editorcode-generationnatural-language-interfacetext-to-sql
  Language:Python 28

• VinAIResearch / ViText2SQL

  ViText2SQL: A dataset for Vietnamese Text-to-SQL semantic parsing (EMNLP-2020 Findings)

  semantic-parsingtext-to-sqlvietnamese
  26

• aws-samples / build-an-agentic-llm-assistant

  Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.

  amazon-bedrockaws-lambdaclaudellm-agentquestion-answeringserverlesstext-to-sql
  Language:Jupyter Notebook 25

• BrettlyCD / text-to-sql

  An application to write and run SQL queries, returning answers to natural language questions, using langchain and open source LLM models through HuggingFace.

  artificial-intelligencetext-to-sqlvector-databasechromalangchain-python
  Language:Jupyter Notebook 24

• eosphoros-ai / sqlgpt-parser

  sqlgpt-parser is a Python implementation of an SQL parser that effectively converts SQL statements into Abstract Syntax Trees (AST). By leveraging AST tree comparisons between two SQL queries, it becomes possible to achieve robust evaluation of text-to-SQL models.

  astparserpythonsqltext-to-sqlnl-to-sql
  Language:Python 24

• InquestGeronimo / tllm

  An LLM training library for instruction-tuning.

  fine-tuningllmqloratrainercyphertext-to-cypherinstruction-tuningtext-to-sql
  Language:Python 20

• raghujhts13 / text-to-sql

  GPT/llama + SQL + PyGWalker + Flask

  pygwalkertext-to-sqlpythonsqlflaskprivate-chatbot
  Language:CSS 19

• Kaimary / GAR

  ICDE 2023 Paper, GAR: A Generate-and-Rank Approach for Natural Language to SQL Translation

  semantic-parsingnatural-language-interfacegenerate-and-ranklearning-to-ranktext-to-sql
  Language:Python 17

• totalhack / zillion-web

  Zillion Web: A Demo UI and Web API for Zillion

  vuedockerswarmdemo-uidocker-swarm-modezillionanalyticswarehousedata-warehousingfastapitypescriptnlptext-to-sql
  Language:Vue 15

• Abhi0323 / Text-to-Chart-AI-Transforming-Queries-into-Visuals

  An innovative AI system developed to extract actionable insights by converting natural language into SQL queries via Google's Gemini model and dynamically visualizing the data with Plotly Express, streamlining decision-making across all levels of expertise.

  ai-systemsdata-analyticsdata-visualizationgenerative-aigoogle-gemini-aitext-to-sql
  Language:Python 13