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: 54.7 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 20,633 - Forks: 1,974

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: 8 days ago - Pushed at: 3 months ago - Stars: 18,290 - Forks: 1,648

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: 2 days ago - Pushed at: 2 days ago - Stars: 8,406 - Forks: 828

sqlchat/sqlchat

Chat-based SQL Client and Editor for the next decade

Language: TypeScript - Size: 1.97 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 5,253 - Forks: 457

Dataherald/dataherald

Interact with your SQL database, Natural Language to SQL using LLMs

Language: Python - Size: 4.34 MB - Last synced at: about 1 month 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: 23 days ago - Pushed at: 23 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: 8 days ago - Pushed at: 4 months ago - Stars: 1,821 - Forks: 228

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: 52.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 721 - Forks: 50

microsoft/ContextualSP

Multiple paper open-source codes of the Microsoft Research Asia DKI group

Language: Python - Size: 71 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 381 - Forks: 61

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: about 1 month ago - Pushed at: 3 months ago - Stars: 380 - Forks: 37

premAI-io/premsql

End-to-End Local-First Text-to-SQL Pipelines

Language: Python - Size: 1.85 MB - Last synced at: about 1 month 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: 28 days ago - Pushed at: 28 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: about 1 month ago - Pushed at: about 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: 2.54 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 200 - 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: 13 days ago - Pushed at: 2 months ago - Stars: 159 - 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: 24 days ago - Pushed at: 3 months ago - Stars: 155 - Forks: 48

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: 20 days ago - Pushed at: about 2 months ago - Stars: 151 - Forks: 28

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 2 months 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: about 1 month ago - Pushed at: 3 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: 24 days ago - Pushed at: 4 months ago - Stars: 115 - Forks: 26

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: about 8 hours ago - Pushed at: 2 months ago - Stars: 110 - 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: 14 days ago - Pushed at: about 1 year ago - Stars: 80 - Forks: 7

glee4810/EHRSQL

[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

Language: Python - Size: 28.5 MB - Last synced at: 7 months ago - Pushed at: 7 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: 6 months ago - Pushed at: 6 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: 7 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: 5 months ago - Pushed at: 5 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: 24 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: about 1 month ago - Pushed at: about 2 months 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: 2 months 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: 3.24 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 43 - Forks: 9

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: 29 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: over 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: 4 months ago - Pushed at: about 3 years ago - Stars: 34 - Forks: 7

Satissss/LinkAlign

LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL

Language: Python - Size: 5.49 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 33 - Forks: 5

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: 8 months ago - Pushed at: almost 4 years ago - Stars: 33 - Forks: 4

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: 2 days ago - Pushed at: 3 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: 18 days 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: 24 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: 3 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: 17 days ago - Pushed at: over 1 year ago - Stars: 26 - 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 2 months ago - Pushed at: about 2 months 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: 8 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: almost 2 years 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: about 2 months ago - Pushed at: about 2 months 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: about 2 months ago - Pushed at: about 2 months 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: 3 months ago - Pushed at: 3 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: about 1 month ago - Pushed at: about 1 month ago - Stars: 17 - Forks: 1

bodo-ai/PyDough

Analytics DSL for Python

Language: Python - Size: 2.72 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 16 - Forks: 2

totalhack/zillion-web

Zillion Web: A Demo UI and Web API for Zillion

Language: Vue - Size: 890 KB - Last synced at: about 1 month ago - Pushed at: about 1 month 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: 3 months ago - Pushed at: 3 months ago - Stars: 14 - Forks: 0

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: 15 days ago - Pushed at: 2 months ago - Stars: 12 - Forks: 2

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

HKUSTDial/EllieSQL

Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".

Language: Python - Size: 3.82 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 10 - 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: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 2

CycloneBoy/csc_sql

CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning

Language: Python - Size: 14 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 8 - Forks: 1

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: about 1 month ago - Pushed at: about 1 month 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: about 6 years ago - Stars: 8 - Forks: 3

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: 6 months ago - Pushed at: 6 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: 25 days ago - Pushed at: 26 days ago - Stars: 5 - Forks: 2

crate/cratedb-mcp

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

Language: Python - Size: 58.6 KB - Last synced at: 12 days ago - Pushed at: 30 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: 8 months ago - Pushed at: 8 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: 24 days ago - Pushed at: 24 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 2 months ago - Pushed at: about 2 months 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: 3 months ago - Pushed at: 3 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: 8 days ago - Pushed at: 4 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: 3 months ago - Pushed at: 6 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 2 months ago - Pushed at: 10 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: 3 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: about 2 months ago - Pushed at: about 2 months 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: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

facil-pos/yipao

🤖 Chat with your large SQL database

Language: Python - Size: 1.38 MB - Last synced at: 3 months ago - Pushed at: 7 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: over 1 year ago - Pushed at: over 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: 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

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

Ahm-rgb/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: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 1

TheQuantScientist/TextToSQL

SLMs for domain-related Text-to-SQL tasks

Language: Python - Size: 47 MB - Last synced at: 1 day ago - Pushed at: 6 days ago - Stars: 2 - 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: 12 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

Rickcau/gen-ai-missing-persons

Language: C# - Size: 6.33 MB - Last synced at: 3 months ago - Pushed at: 6 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: 20 days ago - Pushed at: 7 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: 8 months ago - Pushed at: 8 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: 3 months ago - Pushed at: 10 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: about 1 year ago - Pushed at: about 1 year 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: 25 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: 16 days ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

ivoryRabbit/sql-helper

SQL helper using LLM and RAG

Language: Python - Size: 181 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - 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: 26 days ago - Pushed at: 26 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: about 1 month ago - Pushed at: about 1 month 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 2 months ago - Pushed at: about 2 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: 8 months ago - Pushed at: 8 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: 11 months ago - Pushed at: 11 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: 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