text-to-sql topic

List text-to-sql repositories

MindSQL

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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...

EhrAgent

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

pyomop

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

llm-planning-eval

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

db-ally

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

tllm

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An LLM training library for instruction-tuning.

text-to-sql

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

GAR

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

WrenAI

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⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered business intelligence in seconds.

text-to-sql-bedrock-workshop

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