Business Intelligence Tool with Search Based Analytics

Extrae estadísticas de un fichero txt de conversación de WhatsApp

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

Polish translation of spider dataset.

Code and Assets for "Benchmarking and Improving Text-to-SQL Generation Under Ambiguity" (EMNLP 2023)

A chatbot poc using chatgpt api. Text to SQL chatbot with streamlit interface

Python import scripts to retrieve postgres schema info and use an LLM to generate documentation. This can be useful for text-to-sql apps later on.

RaQL chatbot. ```````````````````````````````````````` Not only retrieve and extract your Knowledge document based on RAG, but also analyze complex data with auto-generated-progamming-code, gain insight into your Database to answer your question !

This was a first year University project I completed in 2013. It uses Python to insert records from a .txt document into an SQL database. Afterwards, it fetches data based on those records, specifically the best and worst ratings for a make of car, the average rating, and the most expensive cars.

LLM examples to generate SQL for Vertica DB

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.

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

The code package for the master thesis "Conversational Analytics for Research Papers Based on Semantic Parsing with SQL Generation" completed at the Berlin School of Economics and Law.

Implementation for fine-tuning a Falcon-7b model using QLoRA on the Spider dataset. The repository focuses on the task of converting natural language questions into SQL commands.

A Python text-to-SQL SDK

SQL.AI is an interactive web application built with Streamlit and powered by Google's GenerativeAI. It allows users to interactively retrieve SQL data through natural language queries and predefined SQL commands. The application connects to a SQLite database, executes SQL queries, and provides visualizations of the retrieved data.

Pytorch implementation of SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task .