🚀 Open-source SQL AI Agent. A Text-to-SQL solution for your data! 🤘

Use Text to SQL to analyze US Government contract data

This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide practical guidance for researchers and practitioners.

Leverage AI to generate GraphQL queries from plain text.

scripts and dataset for MMSQL: Multi-Turn Multi-Type Text-to-SQL test set

🐦 Generating High Quality multiple type multi-turn Text-to-SQL Q&A training sample with LLM (include Chinese README.md)

This Streamlit app allows you to generate and execute SQL queries on the AdventureWorks database using the Google Gemini API. Simply input your question in natural language, and the app will convet it into an SQL query and retrieve the relevant data.

Data Dialogue enables natural language querying of databases by integrating LLMs with SQL databases.

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.

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

A platform to access, analyze and visualize your data with natural language and a lot less complexity.

MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL

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

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

Proyecto de posgrado "Minería de Datos para Texto" de FAMAF-UNC

[NAACL 2024] TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition

[EMNLP 2024] NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization

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.

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

An application which uses streamlit interface and converts user's query into SQL query, executes it on a database, and then returns the result.