text-to-sql

#大语言模型#Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

#大语言模型#🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

#大语言模型#🤖 Open-source GenBI AI Agent that empowers data-driven teams to chat with their data to generate Text-to-SQL, charts, spreadsheets, reports, and BI. 📈📊📋🧑‍💻

#大语言模型#Chat-based SQL Client and Editor for the next decade

#大语言模型#Interact with your SQL database, Natural Language to SQL using LLMs

#自然语言处理#Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

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

#自然语言处理#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. If we...

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

#大语言模型#End-to-End Local-First Text-to-SQL Pipelines

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...

#自然语言处理#Translating natural language questions to a structured query language

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

#自然语言处理#Efficient, consistent and secure library for querying structured data with natural language

[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".

#大语言模型#A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG

#大语言模型#This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

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

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

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