A simple Text-to-SQL flow using Ollama.
-
Updated
Jun 28, 2024 - Python
A simple Text-to-SQL flow using Ollama.
Polish translation of spider dataset.
Code to implemnent a transformer model that converts natural text into SQL queries
This Streamlit app allows you to generate and execute SQL queries on the AdventureWorks database using the Google Gemini API. Simply input your question in natural language, and the app will translate it into an SQL query and retrieve the relevant data.
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.
Redis Database offers unique capability to keep your data fresh while serving through LLM chatbot
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.
Business Intelligence Tool with Search Based Analytics
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 .
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 !
EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that utilizes the latest SOTA models to provide a seamless and interactive learning experience.
A GPT-assisted tool that translates natural language to SQL queries, tabular data, and graphs.
Example usage of running ZeroLink base models on local hardware
Code base of In-Context Learning for Dialogue State tracking
Add a description, image, and links to the text-to-sql topic page so that developers can more easily learn about it.
To associate your repository with the text-to-sql topic, visit your repo's landing page and select "manage topics."