Topic: "text-to-sql"
sinaptik-ai/pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Language: Python - Size: 54.4 MB - Last synced at: 19 days ago - Pushed at: 20 days ago - Stars: 20,211 - Forks: 1,925

vanna-ai/vanna
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
Language: Python - Size: 6.9 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 17,738 - Forks: 1,579

Canner/WrenAI
⚡️Wren AI is your GenBI Agent, that you can query any database with natural language → get accurate SQL(Text-to-SQL), charts(Text-to-Charts) & AI-generated insights in seconds.
Language: TypeScript - Size: 20.1 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 7,929 - Forks: 780

sqlchat/sqlchat
Chat-based SQL Client and Editor for the next decade
Language: TypeScript - Size: 1.8 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 5,186 - Forks: 448

Dataherald/dataherald
Interact with your SQL database, Natural Language to SQL using LLMs
Language: Python - Size: 4.34 MB - Last synced at: 10 days ago - Pushed at: 11 months ago - Stars: 3,508 - Forks: 254

eosphoros-ai/Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
Size: 299 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 2,806 - Forks: 200

eosphoros-ai/DB-GPT-Hub
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
Language: Python - Size: 60.9 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 1,804 - Forks: 227

HKUSTDial/NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.
Language: Python - Size: 51.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 674 - Forks: 48

Mindinventory/MindSQL
MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.
Language: Python - Size: 85.9 KB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 380 - Forks: 37

microsoft/ContextualSP
Multiple paper open-source codes of the Microsoft Research Asia DKI group
Language: Python - Size: 71 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 379 - Forks: 61

premAI-io/premsql
End-to-End Local-First Text-to-SQL Pipelines
Language: Python - Size: 1.85 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 342 - Forks: 25

RUCKBReasoning/OmniSQL
Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.
Language: Python - Size: 9.8 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 265 - Forks: 27

salesforce/TabularSemanticParsing
Translating natural language questions to a structured query language
Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 226 - Forks: 52

totalhack/zillion
Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/
Language: Python - Size: 2.5 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 197 - Forks: 6

deepsense-ai/db-ally
Efficient, consistent and secure library for querying structured data with natural language
Language: Python - Size: 2.45 MB - Last synced at: 25 days ago - Pushed at: about 2 months ago - Stars: 155 - Forks: 5

aws-samples/generative-bi-using-rag
A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG
Language: Python - Size: 5.61 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 155 - Forks: 48

X-LANCE/text2sql-lgesql
[ACL 2021] This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".
Language: Python - Size: 290 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 147 - Forks: 36

HKUSTDial/NL2SQL360
🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”
Language: Python - Size: 8.61 MB - Last synced at: 9 days ago - Pushed at: 2 months ago - Stars: 118 - Forks: 10

aws-samples/text-to-sql-bedrock-workshop
This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.
Language: Jupyter Notebook - Size: 3.34 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 115 - Forks: 26

XGenerationLab/xiyan_mcp_server
A Model Context Protocol (MCP) server that enables natural language queries to databases
Language: Python - Size: 2.16 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 114 - Forks: 23

tshu-w/DBCopilot
Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Natural Language Querying over Massive Database via Schema Routing" (EDBT 2025)
Language: Python - Size: 275 KB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 107 - Forks: 16

Chirayu-Tripathi/nl2query
A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.
Language: Python - Size: 65.4 KB - Last synced at: 25 days ago - Pushed at: about 1 year ago - Stars: 78 - Forks: 6

glee4810/EHRSQL
[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
Language: Python - Size: 28.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 74 - Forks: 10

wshi83/EhrAgent
[EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records
Language: Python - Size: 44.9 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 66 - Forks: 10

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: 6 months ago - Pushed at: over 1 year ago - Stars: 66 - Forks: 18

Laqcce-cao/RSL-SQL
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation
Language: Python - Size: 9.66 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 65 - Forks: 10

aws-samples/build-an-agentic-llm-assistant
Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.
Language: Jupyter Notebook - Size: 4.38 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 62 - Forks: 31

rocket-connect/gqlpt
Leverage AI to generate GraphQL queries from plain text.
Language: TypeScript - Size: 9.21 MB - Last synced at: 13 days ago - Pushed at: 26 days ago - Stars: 56 - Forks: 1

OSU-NLP-Group/llm-planning-eval
[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"
Language: Python - Size: 148 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 54 - Forks: 4

dermatologist/pyomop
Python package for managing OHDSI clinical data models. Includes support for LLM based plain text queries!
Language: Python - Size: 2.04 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 43 - Forks: 8

databrainhq/dataneuron
Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. Whether you're creating customer-facing chatbots, internal Slack bots for analytics, or other data-driven applications, Data Neuron provides the tools to make your data accessible through natural language
Language: Python - Size: 597 KB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 42 - Forks: 2

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: about 2 years ago - Pushed at: almost 5 years ago - Stars: 38 - Forks: 3

yandex-research/sparqling-queries
This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin
Language: Python - Size: 9.32 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 34 - Forks: 7

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

Satissss/LinkAlign
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL
Language: Python - Size: 4.93 MB - Last synced at: about 7 hours ago - Pushed at: about 7 hours ago - Stars: 31 - Forks: 5

eosphoros-ai/sqlgpt-parser
sqlgpt-parser is a Python implementation of an SQL parser that effectively converts SQL statements into Abstract Syntax Trees (AST). By leveraging AST tree comparisons between two SQL queries, it becomes possible to achieve robust evaluation of text-to-SQL models.
Language: Python - Size: 11.7 MB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 11

langsec-ai/langsec
Security framework for LLM-generated SQL queries 🛡️
Language: Python - Size: 9.78 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 30 - Forks: 1

OSU-NLP-Group/Auto-SQL-Correction
Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)
Language: Python - Size: 49.8 KB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 30 - Forks: 3

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: 2 months ago - Pushed at: over 1 year ago - Stars: 27 - 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

InquestGeronimo/tllm
An LLM training library for instruction-tuning.
Language: Python - Size: 785 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 3

Kaimary/MetaSQL
ICDE 2024 Paper, MetaSQL: A Generate-then-Rank Framework for Natural Language to SQL Translation
Language: Python - Size: 2.16 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 22 - Forks: 2

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: 7 months ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 2

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: over 1 year ago - Stars: 21 - Forks: 3

mcxiaoxiao/MMSQL
[IJCNN2025] MMSQL: Multi-turn Multi-type text-to-SQL test suit. Repository contains scripts, code, datasets in the paper "Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types"
Language: Jupyter Notebook - Size: 35.7 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 19 - Forks: 3

atadml/txt-2-sql-benchmark
An app and set of methodologies designed to evaluate the performance of various Large Language Models (LLMs) on the text-to-SQL task. Our goal is to offer a standardized way to measure how well these models can generate SQL queries from natural language descriptions
Language: Jupyter Notebook - Size: 296 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 19 - Forks: 0

LNshuti/usgov-contracts-rag
Use Text to SQL to analyze US Government contract data
Language: Jupyter Notebook - Size: 42.2 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 19 - Forks: 3

ShuaiLyu0110/SQL-o1
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL
Language: Python - Size: 2.62 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 17 - Forks: 1

bodo-ai/PyDough
Analytics DSL for Python
Language: Python - Size: 3.04 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 15 - Forks: 1

totalhack/zillion-web
Zillion Web: A Demo UI and Web API for Zillion
Language: Vue - Size: 890 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 15 - Forks: 1

mahadi-nahid/TabSQLify
[NAACL 2024] TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition
Language: Python - Size: 26.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 14 - 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: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1

HKUSTDial/EllieSQL
Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".
Language: Python - Size: 3.69 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 9 - Forks: 0

Kaimary/CycleSQL
ICDE 2025 Paper, Grounding Natural Language to SQL Translation with Data-Based Self-Explanations
Language: Python - Size: 4.71 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 9 - Forks: 2

lukablaskovic/edu_bot
EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that utilizes the latest SOTA models to provide a seamless and interactive learning experience.
Language: Jupyter Notebook - Size: 76.5 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 8 - Forks: 2

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: almost 6 years ago - Stars: 8 - Forks: 3

km1994/AwesomeMultiModel
【AIGC 实战入门笔记 —— AIGC 摩天大楼】分享 大语言模型(LLMs),大模型高效微调(SFT),检索增强生成(RAG),智能体(Agent),PPT自动生成, 角色扮演,文生图(Stable Diffusion) ,图像文字识别(OCR),语音识别(ASR),语音合成(TTS),人像分割(SA),多模态(VLM),Ai 换脸(Face Swapping), 文生视频(VD),图生视频(SVD),Ai 动作迁移,Ai 虚拟试衣,数字人,全模态理解(Omni),Ai音乐生成 干货学习 等 实战与经验。
Size: 39.1 KB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 2

mcxiaoxiao/QDA-SQL
Generating High Quality multiple type multi-turn Text-to-SQL Q&A training sample with LLM (include Supplementary_Material.pdf)
Language: Jupyter Notebook - Size: 7.99 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 1

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

bytesc/data-copilot-steps
✨ 大语言模型 (LLM) 的可解释型自然语言数据库查询系统 (RAG) Interpretable Natural Language Database Query System (RAG) based on Large Language Models (LLM) ✨ 自然语言提问,使用大语言模型智能解析数据库结构,对数据进行智能多表结构化查询和统计计算,根据查询结果智能绘制多种图表。 生成链路过程完全开放可修改,可解释,实现可靠的自然语言数据分析。 Pywebio 交互式前端网页,不必须 openai api,100%纯 Python 代码。
Language: Python - Size: 977 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 2

LancelotXWX/MAG-SQL
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL
Language: Python - Size: 686 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

mta-tech/KAI
KAI allows users to perform complex analytics and document searches using natural language queries
Language: Python - Size: 1.96 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 4 - Forks: 2

HKUSTDial/Alpha-SQL
Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search ?" [ICML'25]
Language: Python - Size: 787 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

mahadi-nahid/NormTab
[EMNLP 2024] NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization
Language: Python - Size: 13.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

daniel-gomm/table-serialization-kitchen
Boil your tabular data down to text serializations.
Language: Python - Size: 5.58 MB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

tensorsofthewall/BetterSearch
Desktop search tool that brings natural language to traditional file search.
Language: Python - Size: 525 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 1

PrashantBtkl/nlsql
generates SQL query from natural language for your PostrgreSQL database
Language: Python - Size: 40 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

wahidpanda/SQL.AI-Text-To-SQL-Code
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.
Language: Python - Size: 12.7 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 4

bgunlp/qpl
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
Language: Haskell - Size: 9.69 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 3 - Forks: 1

benchay1999/ai612_project_1
Code Repo for Project 1 in AI612, Spring 2025 @ KAIST AI
Language: Jupyter Notebook - Size: 17.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

facil-pos/yipao
🤖 Chat with your large SQL database
Language: Python - Size: 1.38 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

longxudou/multispider
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing
Language: Python - Size: 194 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - 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: over 1 year ago - Pushed at: over 1 year 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: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

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: 9 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

Rickcau/gen-ai-missing-persons
Language: C# - Size: 6.33 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 3

chatsapi/ChatWithSQL
ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs
Language: Python - Size: 358 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

Kaimary/CKIF
KBS 2024 Paper, A Confidence-based Knowledge Integration Framework for Cross-Domain Table Question Answering
Language: Python - Size: 27.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

bryantanjw/text-to-insight
A GPT-assisted tool that translates natural language to SQL queries, tabular data, and graphs.
Language: Python - Size: 97.7 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 2

ksm26/Improving-Accuracy-of-LLM-Applications
The course equips developers with techniques to enhance the reliability of LLMs, focusing on evaluation, prompt engineering, and fine-tuning. Learn to systematically improve model accuracy through hands-on projects, including building a text-to-SQL agent and applying advanced fine-tuning methods.
Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 3

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

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: 3 days ago - Pushed at: about 1 year ago - Stars: 2 - 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

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

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

docelic/text_to_sql_search.cr
Translates text searches into SQL WHERE clauses
Language: Crystal - Size: 30.3 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

Satissss/Squrve
Squrve: a lightweight and modular framework designed for rapid development and evaluation of end-to-end Text-to-SQL models
Language: Python - Size: 209 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

TheQuantScientist/TextToSQL
SLMs for domain-related Text-to-SQL tasks
Language: Python - Size: 16.6 KB - Last synced at: 4 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

pxkundu/ai-logbook-analysis
The project involves developing an AI-powered system to extract and analyze data from handwritten logbooks and service records using AWS native services. The goal is to create a scalable, secure, and efficient solution with a robust project structure, modern tech stack, and DevSecOps best practices.
Language: HCL - Size: 33.2 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

treeDweller98/sql-gen
Experiment code for an agent-based approach to Text-to-SQL.
Language: Python - Size: 214 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

ako1983/modular-llm-architecture
Exploring the cognitive architecture and design of a multi-agent system leveraging Large Language Models (LLMs) for scalable workflows.
Language: Python - Size: 123 KB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

ivoryRabbit/sql-helper
SQL helper using LLM and RAG
Language: Python - Size: 164 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

pablosierrafernandez/DataWhisper-Agent-Based-Architecture-for-Text-to-SQL
🤖 DataWhisper is a system that translates natural language queries into SQL using an intelligent agent-based architecture. These agents work together to identify the relevant tables, generate SQL queries, execute the queries, and ultimately provide insights. It can be used with large-scale databases.
Language: Python - Size: 489 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

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: 7 months ago - Pushed at: 7 months ago - Stars: 1 - 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: 10 months ago - Pushed at: 10 months ago - Stars: 1 - 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: 12 months ago - Pushed at: 12 months 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

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: 5 days ago - Pushed at: about 1 year ago - Stars: 1 - 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

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
