text-to-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.

natural-language-processing text-to-sql query-generation

Updated May 19, 2024
Python

hrshtv / CTreeOT

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

Updated Sep 17, 2023
Python

ankur106 / LLM-Text-to-SQL

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Strategies for text to sql query generation, validation and execution

text-to-sql llm langchain

Updated Aug 26, 2024
Python

klima7 / Pol-Spider

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Polish translation of spider dataset.

machine-learning translation spider polish text-to-sql text2sql

Updated May 12, 2024
Python

ValyrianDev / RAG-SQL-Generator

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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.

sql ai oracle-database oracle-cloud-infrastructure text-to-sql rag generative-ai marqo

Updated Jun 11, 2024
Python

louisc-s / Text-to-SQL-Converter-with-Transformer-Architecture

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

sql deep-learning transformer text-to-sql generative-ai

Updated Jan 19, 2024
Python

mahadi-nahid / TabSQLify

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

natural-language-processing information-retrieval information-extraction research-project research-paper reasoning text-to-sql tableqa table-retrieval large-language-models table-reasoning

Updated Jun 27, 2024
Python

mihirkudale / End-To-End-Text-To-SQL-LLM-App-Along-With-Querying-SQL-Database-Using-Google-Gemini-Pro

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python webapp text-to-sql streamlit llm google-gemini-pro

Updated May 16, 2024
Python

pablosierrafernandez / DataWhisper-Arquitectura-basada-en-Agentes-para-text-to-sql

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Este proyecto trata de un sistema que traduce consultas en lenguaje natural a SQL utilizando una arquitectura de agentes inteligentes. Estos agentes trabajan de manera coordinada para identificar las tablas relevantes, generar consultas SQL, ejecutar las consultas y, finalmente, proporcionar insights.

sql data-analytics multiagent-systems gpt agents text-to-sql query-sql

Updated Sep 8, 2024
Python

Chia-Hsuan-Lee / IC-DST

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Code base of In-Context Learning for Dialogue State tracking

retrieval dialogue prompt codex zero-shot-learning text-to-sql few-shot-learning dialogue-state-tracking in-context-learning dialogue-retrieval

Updated Jul 13, 2023
Python

glee4810 / TrustSQL

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

text-to-sql trustsql

Updated Jul 22, 2024
Python

Ahmeds-Data / Text-to-SQL-Generator

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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.

gemini sqlite3 text-to-sql steamlit