Business Intelligence Tool with Search Based Analytics

A cookbook of large language models (llms) design patterns.

A simple Text-to-SQL flow using Ollama.

2020 FlyAI 耶鲁文本转SQL

Code and dataset for the paper "Semantic Decomposition of Question and SQL for Text-to-SQL Parsing" EMNLP Findings 2023 - Ben Eyal et al BGU CS NLP Group

NLP Project that explores a novel approach to generating SQL queries from natural language, aiming to improve response times by pre-processing potential queries.

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

Strategies for text to sql query generation, validation and execution

TextToSQL is a Python-based tool that leverages LangChain and Ollama to convert natural human language into MySQL queries by using llm with dynamic few-shot prompting. This repository aims to simplify database interactions by allowing users to generate and execute SQL queries through natural language inputs.

SQL-Agent-ChatBot : When user sends a query, the Agent tries to convert the query into SQL query based on the database Schema, and then retrieve the relevant information from the database and give back the relevant information in NLP.

🤖 DataWhisper is a system that translates natural language queries into SQL using an intelligent agent-based architecture. These agents work together to identify the relevant tables, generate SQL queries, execute the queries, and ultimately provide insights. It can be used with large-scale databases.

Code for the paper "Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance"

An app and set of methodologies designed to evaluate the performance of various Large Language Models (LLMs) on the text-to-SQL task. Our goal is to offer a standardized way to measure how well these models can generate SQL queries from natural language descriptions

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

Extrae estadísticas de un fichero txt de conversación de WhatsApp

Polish translation of spider dataset.

Enhance SQL query generation using OCI Gen AI and Marqo. This project integrates with Oracle Autonomous Data Warehouse, leveraging DDL and comments for context-aware natural language queries, indexing and searching vectors, and executing optimized SQL commands.

Demonstrates how to query a SQL database using natural language by leveraging OpenAI GPT-4 and the data framework LlamaIndex

Code to implemnent a transformer model that converts natural text into SQL queries