Search Results - RepositoryStats

vanna vanna-ai

1.0k

12.4k

mit

97

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

ai llm rag sql agent database text-to-sql data-visualization

Created 2023-05-13

830 commits to main branch, last one about a month ago

sqlchat sqlchat

414

4.7k

other

30

Chat-based SQL Client and Editor for the next decade

Created 2023-03-16

424 commits to main branch, last one 4 months ago

dataherald Dataherald

239

3.4k

apache-2.0

25

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

ai llm rag sql database nl-to-sql finetuning text-to-sql

Created 2023-06-20

936 commits to main branch, last one 5 months ago

WrenAI Canner

247

2.6k

agpl-3.0

27

🚀 An open-source SQL AI (Text-to-SQL) Agent that empowers data, product teams to chat with their data. 🤘

ai gpt llm nlp rag sql agent sqlai duckdb nextjs openai python fastapi bigquery text2sql postgresql typescript text-to-sql hacktoberfest

Created 2024-03-13

946 commits to main branch, last one 15 hours ago

Awesome-Text2SQL eosphoros-ai

150

2.0k

mit

22

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

ai llm nlp test datset nl2sql survey awesome text2api text2dsl text2sql nl-to-sql finetuning text-to-sql deep-learning hacktoberfest hacktoberfest2024

Created 2023-09-04

114 commits to main branch, last one about a month ago

DB-GPT-Hub eosphoros-ai

188

1.5k

mit

20

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

gpt llm sql nl2sql database datasets text2sql fine-tuning text-to-sql hacktoberfest

Created 2023-06-02

389 commits to main branch, last one 3 months ago

ContextualSP microsoft

61

377

mit

16

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

text-to-sql semantic-parsing utterance-rewriting microsoft-research-asia compositional-generalization conversational-semantic-parsing

Created 2020-04-14

196 commits to master branch, last one about a year ago

NL2SQL_Handbook HKUSTDial

13

251

unknown

9

This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners.

nlp llms nl2sql survey awesome text2sql tutorial nl-to-sql finetuning nl-to-code text-to-sql nlp-resources

Created 2024-05-21

93 commits to main branch, last one 4 days ago

MindSQL Mindinventory

21

246

gpl-3.0

9

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 nat...

rag gemini chatbot langchain text-to-sql retrival-augmented

Created 2024-03-01

45 commits to master branch, last one 2 months ago

premsql premAI-io

13

241

unknown

6

End-to-End Local-First Text-to-SQL Pipelines

llm rag llama database opensource text-to-sql

Created 2024-07-14

253 commits to main branch, last one 11 days ago

TabularSemanticParsing salesforce

51

224

bsd-3-clause

10

Translating natural language questions to a structured query language

pytorch database text-to-sql semantic-parsing natural-language-interface natural-language-processing

Created 2020-12-01

77 commits to main branch, last one 2 years ago

zillion totalhack

6

186

mit

11

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

ai sql openai python analytics reporting warehouse datasources text-to-sql data-analysis query-builder semantic-layer data-warehousing semantic-data-model

Created 2019-03-12

249 commits to master branch, last one 10 months ago

text2sql-lgesql X-LANCE

37

147

apache-2.0

3

[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".

database text-to-sql semantic-parsing structured-prediction natural-language-interface heterogeneous-graph-neural-network

Created 2021-06-02

83 commits to main branch, last one 2 years ago

db-ally deepsense-ai

5

135

mit

3

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

llm nlp sql nlidb database text-to-sql database-agent natural-language-interface

Created 2024-03-14

373 commits to main branch, last one 2 months ago

generative-bi-using-rag aws-samples

40

130

mit-0

6

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

llm nlq rag text2sql nlq-to-sql text-to-sql

Created 2024-03-12

1,255 commits to main branch, last one 2 months ago

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

20

92

mit-0

5

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

ai aws llm rag genai nl2sql txt2sql database text-to-sql amazon-bedrock

Created 2024-01-31

55 commits to main branch, last one about a month ago

EHRSQL glee4810

10

74

cc-by-4.0

3

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

ehrqa text-to-sql semantic-parsing question-answering reliable-semantic-parsing trustworthy-semantic-parsing

Created 2022-06-08

95 commits to main branch, last one 26 days ago

nl2query Chirayu-Tripathi

6

73

mit

6

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

mql pandas mongodb database nl2query text-to-sql kusto-query-language cypher-query-language natural-language-processing

Created 2023-06-25

30 commits to main branch, last one 7 months ago

HydraNet-WikiSQL lyuqin

18

66

mit

2

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

nl2sql wikisql text-to-sql

Created 2020-07-29

12 commits to master branch, last one about a year ago

EhrAgent wshi83

10

66

unknown

4

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

ehr llm llm-agent medical-qa text-to-sql

Created 2024-01-07

8 commits to main branch, last one 3 months ago

DBCopilot tshu-w

10

59

unknown

4

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

llm database text-to-sql

Created 2023-06-29

178 commits to master branch, last one 12 days ago

llm-planning-eval OSU-NLP-Group

3

52

unknown

4

[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"

planning text-to-sql tree-search language-agent self-correction large-language-models mathematical-reasoning

Created 2024-02-16

5 commits to main branch, last one 10 months ago

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

15

48

mit-0

8

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.

claude llm-agent aws-lambda serverless text-to-sql amazon-bedrock question-answering

Created 2024-04-11

94 commits to main branch, last one about a month ago

gqlpt rocket-connect

1

48

unknown

4

Leverage AI to generate GraphQL queries from plain text.

ai text turn query openai prompt chatgpt codegen graphql anthropic plaintext translate text-to-sql translation autogenerated artificial-intelligence

Created 2023-02-02

328 commits to main branch, last one 14 days ago

dataneuron databrainhq

2

41

other

4

Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. Whether you're creating customer-facing chatbots, internal Slack bots...

ai cli llm text2sql text-to-sql data-analysis database-tools data-analysis-python

Created 2024-07-24

85 commits to main branch, last one 4 months ago

RSL-SQL Laqcce-cao

4

40

unknown

1

RSL-SQL: Robust Schema Linking in Text-to-SQL Generation

text2sql text-to-sql

Created 2024-10-29

22 commits to main branch, last one 4 days ago

KaggleDBQA Chia-Hsuan-Lee

5

35

other

3

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

kaggle spider dataset text-to-sql kaggle-dataset semantic-parsing question-answering natural-language-processing

Created 2021-12-18

8 commits to main branch, last one about a year ago

text-to-sql BrettlyCD

12

31

mit

2

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

chroma text-to-sql vector-database langchain-python artificial-intelligence

Created 2023-06-22

182 commits to main branch, last one about a year ago

Auto-SQL-Correction OSU-NLP-Group

3

30

unknown

2

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

code-editor text-to-sql code-generation natural-language-interface

Created 2023-05-03

3 commits to main branch, last one 4 months ago

sqlgpt-parser eosphoros-ai

10

28

apache-2.0

2

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 beco...

ast sql parser python nl-to-sql text-to-sql

Created 2023-08-31

18 commits to main branch, last one about a year ago