A GPT-assisted tool that translates natural language to SQL queries, tabular data, and graphs.

Business Intelligence Tool with Search Based Analytics

Example usage of running ZeroLink base models on local hardware

Deploy the Defog sqlcoder2 llm on Modal (https://modal.com) using Hugging Face Text Generation Inference (TGI)

2020 FlyAI 耶鲁文本转SQL

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'

A simple Text-to-SQL flow using Ollama.

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.

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

TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition [NAACL 2024]

A Python text-to-SQL SDK

Code for Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records

AI SQL Architect: Integrating Large Language Models and Vector Search

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

QLLMChain is an AI Chatbot prototype designed to enable users to interact with data easily. The application leverages quantised locally deployed large language models to power information retrieval and interpretation, turning natural language prompts into SQL statements, text summaries, and Python visualisations.

Code base of In-Context Learning for Dialogue State tracking

[Preprint] TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring