LLM evaluation framework

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

Polish translation of spider dataset.

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

a framework for querying data using natural language

Large Language Models - Text2SQL Project

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.

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

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

A natural language querying system for Premier League stats

Use GPT to generate SQL

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

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

Python 3 reimplementation of SyntaxSQLNet, including several improvements

Text2SQL project comparing different LLM models

A basic Text2SQL App, powered by Langchain and OpenAI.

Using Database Rule for Weak Supervised Text-to-SQL Generation https://arxiv.org/abs/1907.00620

一个轻量级、支持全链路且易于二次开发的大模型应用项目 基于 Dify 、Ollama&Vllm、Sanic 和 Text2SQL 📊 等技术构建的一站式大模型应用开发项目，采用 Vue3、TypeScript 和 Vite 5 打造现代UI。它支持通过 ECharts 📈 实现基于大模型的数据图形化问答，具备处理 CSV 文件 📂 表格问答的能力。同时，能方便对接第三方开源 RAG 系统 检索系统 🌐等，以支持广泛的通用知识问答。

Table2answer: Read the database and answer without SQL https://arxiv.org/abs/1902.04260