Fine Tuning is a cost-efficient way of preparing a model for specialized tasks. Fine-tuning reduces required training time as well as training datasets. We have open-source pre-trained models. Hence, we do not need to perform full training every time we create a model.

[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

LLM evaluation framework

Fine tune codellama-7b-hf to achieve natural language to SQL ability

Project proposal for solving the "Talk to your data" task at hackathon "HackYeah 2023"

Polish translation of spider dataset.

Agatha is a NL2SQL-driven expense tracker API that leverages Llama 3.3 provided by Groq for efficient and fast data extraction and NL2SQL workflow. It allows users to either add transaction data to a SQL database or ask questions about their expenses, all via natural language.

Look Awry is an Text to SQL application with local Ai, ensuring privacy.

A natural language querying system for Premier League stats

zebura是一款无技术门槛的数据分析工具，它采用了基于大语言模型的自然语言转SQL技术，通过自然语言查询关系型数据库。 用户不需要 SQL 编程的专业知识，从根本上解决了普通用户做数据分析的困难。 zebura lite版没有接入向量数据库，不支持历史信息的检索增强

Large Language Models - Text2SQL Project

Generate precise SQL queries through simple natural language descriptions.

Use GPT to generate SQL

AI Data Assistant empowers data professionals by speaking both human language and machine langauges (SQL/Python)

Nesse repositório, eu sumarizo os casos de uso de chatGPT e LangChain que tenho estudado

This project uses the open-source model Mixtral 8x7B Instruct, deployed in Amazon SageMaker or invoked via API on Amazon Bedrock, to enable users to chat with their database using natural language, without writing any code or SQL query.

A basic Text2SQL App, powered by Langchain and OpenAI.

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 for analytics, or other data-driven applications, Data Neuron provides the tools to make your data accessible through natural language

Text2SQL project comparing different LLM models