ahmedsalim3/AdventureWorks-Database

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.

Language: Python - Size: 6.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Abhi0323/Text-to-Chart-AI-Transforming-Queries-into-Visuals

An innovative AI system developed to extract actionable insights by converting natural language into SQL queries via Google's Gemini model and dynamically visualizing the data with Plotly Express, streamlining decision-making across all levels of expertise.

Language: Python - Size: 572 KB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 2

Aaryan015/Natural-language-to-SQL

An application which uses streamlit interface and converts user's query into SQL query, executes it on a database, and then returns the result.

Language: Python - Size: 13.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Spyrosigma/Groq-SQL-Agent

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.

Language: Python - Size: 76.2 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Mindinventory/Collabchatbot-Gemini-LLM

CollabChatbot is a cutting-edge, open-source project designed to revolutionize how organizations access employee information and foster team collaboration. This beta version introduces a suite of powerful features, including instant personal details, real-time occupancy updates, skill identification, and smart team-building recommendations

Language: Python - Size: 2.69 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 0

ankur106/LLM-Text-to-SQL

Strategies for text to sql query generation, validation and execution

Language: Python - Size: 593 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

lyuqin/HydraNet-WikiSQL

Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL

Language: Python - Size: 17.6 KB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 66 - Forks: 18

Infostrux-Solutions/snowflake-zero-to-chat-with-your-data

Snowflake Hands-on Lab - Zero to Chat with Your Data in 120 Minutes

Language: Python - Size: 19.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

mtwchuang/CSC3001-QLLMChaining

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.

Language: Python - Size: 1.07 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

glee4810/TrustSQL

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

Language: Python - Size: 19.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 0

VinAIResearch/ViText2SQL

ViText2SQL: A dataset for Vietnamese Text-to-SQL semantic parsing (EMNLP-2020 Findings)

Size: 7.4 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 26 - Forks: 6

mar1boroman/text-sql-chatbot

Redis Database offers unique capability to keep your data fresh while serving through LLM chatbot

Language: Python - Size: 2.26 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

M-Nkirote/Simple-Text-to-SQL-Solution

A simple Text-to-SQL flow using Ollama.

Language: Python - Size: 12.7 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

sameerhussai230/AI-SQL-Architect-Integrating-Large-Language-Models-and-Vector-Search

AI SQL Architect: Integrating Large Language Models and Vector Search

Language: Python - Size: 25.4 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

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

Language: Python - Size: 4.88 KB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Sheel-ui/VisualNotSoBasic

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

Language: Python - Size: 21.5 KB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

ValyrianDev/RAG-SQL-Generator

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.

Language: Python - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Wang-Yong2018/shiny_llm_map

It is a map to large language model. M for multi chat, A for analyze image, P for Probe database.

Language: R - Size: 8.27 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

mohamed-ali/llm-design-patterns

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

Language: Jupyter Notebook - Size: 85 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

yszh8/TriageSQL

The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"

Language: Python - Size: 11.1 MB - Last synced at: 7 months ago - Pushed at: almost 4 years ago - Stars: 33 - Forks: 4

klima7/Pol-Spider

Polish translation of spider dataset.

Language: Python - Size: 12.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

snoop2head/EHRSQL

Competition Code for "Reliable Text-to-SQL on Electronic Health Records" - Clinical NLP Workshop @ NAACL 2024

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

niklaswretblad/text-to-SQL-master-thesis

Code for the master's thesis "Optimizing text-to-SQL generation in large language models"

Language: Jupyter Notebook - Size: 2.24 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

zerolink-io/zerolink-runner

Example usage of running ZeroLink base models on local hardware

Language: Python - Size: 1.56 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

mercatorhq/dubo

A Python text-to-SQL SDK

Language: Python - Size: 197 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nghoanglongde/seq2seq-baseline-text2SQL

The sequence-to-sequence model for testing evaluation methods in Text-to-SQL task

Language: Python - Size: 1.54 MB - Last synced at: 10 months ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

Chia-Hsuan-Lee/KaggleDBQA

Introduction page of a challenging text-to-SQL dataset: KaggleDBQA

Size: 294 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 21 - Forks: 3

Chia-Hsuan-Lee/IC-DST Fork of Yushi-Hu/IC-DST

Code base of In-Context Learning for Dialogue State tracking

Language: Python - Size: 28.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

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

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

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ConstantSun/llm_rag_pythonsql

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 !

Language: Python - Size: 141 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

redswimmer/natural-language-to-sql

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

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

longxudou/multispider

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

Language: Python - Size: 194 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

wjunneng/2020-FlyAI-Yale-Text-To-SQL

2020 FlyAI 耶鲁文本转SQL

Language: Python - Size: 4.91 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

VaheShelunts/Master_thesis

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.

Language: Jupyter Notebook - Size: 6.85 MB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ConstantSun/NQL

Text to SQL using GenAI, langchain

Language: Python - Size: 12.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hrshtv/CTreeOT

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

Language: Python - Size: 453 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

BrettlyCD/text-to-sql

An application to write and run SQL queries, returning answers to natural language questions, using langchain and open source LLM models through HuggingFace.

Language: Jupyter Notebook - Size: 1.33 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 2

raghujhts13/text-to-sql

GPT/llama + SQL + PyGWalker + Flask

Language: CSS - Size: 1.17 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

maidacundo/falcon-7b-sql

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.

Language: Jupyter Notebook - Size: 91.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Kaimary/GAR

ICDE 2023 Paper, GAR: A Generate-and-Rank Approach for Natural Language to SQL Translation

Language: Python - Size: 216 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 1

iGSRi/SpeechToTextToSQL

Recognize English speech then convert it to text then generate a SQL query from it and then finally fetch data from database

Language: Python - Size: 5.1 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 3

sourabhmehtasg/superstore_sales_chatbot

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

Language: Python - Size: 2.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

MSR-LIT/Splash

Release of SPLASH: Dataset for semantic parse correction with natural language feedback in the context of text-to-SQL parsing

Size: 3.58 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 38 - Forks: 3

CaptainE/syntaxsqlnet

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

Language: Python - Size: 4.58 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

eyquincho/whatsapp-analyzer

Extrae estadísticas de un fichero txt de conversación de WhatsApp

Language: CSS - Size: 445 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

shammill/Python-TextToSQL-Data-Statistics

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.

Language: Python - Size: 79.1 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

docelic/text_to_sql_search.cr

Translates text searches into SQL WHERE clauses

Language: Crystal - Size: 30.3 KB - Last synced at: 13 days ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0