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text-to-sql

Here are 117 public repositories matching this topic...

vanna-ai / vanna

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

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

Updated Nov 21, 2024
Python

sqlchat

sqlchat / sqlchat

Chat-based SQL Client and Editor for the next decade

Updated Aug 1, 2024
TypeScript

Dataherald / dataherald

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

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

Updated Jul 24, 2024
Python

WrenAI

Canner / WrenAI

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

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

Updated Dec 5, 2024
TypeScript

eosphoros-ai / Awesome-Text2SQL

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

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

Updated Oct 28, 2024

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

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

Updated Sep 1, 2024
Python

microsoft / ContextualSP

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

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

Updated Nov 10, 2023
Python

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.

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

Updated Oct 18, 2024
Python

HKUSTDial / NL2SQL_Handbook

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

Updated Dec 3, 2024
Python

salesforce / TabularSemanticParsing

Translating natural language questions to a structured query language

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

Updated Jun 12, 2023
Jupyter Notebook

totalhack / zillion

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

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

Updated Feb 13, 2024
Python

premAI-io / premsql

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

opensource database llama text-to-sql rag llm

Updated Dec 1, 2024
Python

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".

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

Updated Aug 2, 2022
Python

deepsense-ai / db-ally

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

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

Updated Oct 1, 2024
Python

aws-samples / generative-bi-using-rag

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

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

Updated Oct 18, 2024
Python

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

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

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

Updated Nov 12, 2024
Jupyter Notebook

glee4810 / EHRSQL

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

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

Updated Nov 25, 2024
Python

Chirayu-Tripathi / nl2query

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

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

Updated Apr 28, 2024
Python

wshi83 / EhrAgent

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

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

Updated Sep 22, 2024
Python

lyuqin / HydraNet-WikiSQL

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

text-to-sql wikisql nl2sql

Updated Dec 20, 2023
Python

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