Projects in Awesome Lists tagged with text-to-sql
A curated list of projects in awesome lists tagged with text-to-sql .
https://github.com/sinaptik-ai/pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
ai csv data data-analysis data-science data-visualization database datalake gpt-4 llm pandas sql text-to-sql
Last synced: 15 Jan 2026
https://github.com/Sinaptik-AI/pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
ai csv data data-analysis data-science data-visualization database datalake gpt-4 llm pandas sql text-to-sql
Last synced: 25 Mar 2025
https://github.com/vanna-ai/vanna
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
agent ai data-visualization database llm rag sql text-to-sql
Last synced: 13 May 2025
https://github.com/canner/wrenai
🤖 Open-source GenBI AI Agent that empowers data-driven teams to chat with their data to generate Text-to-SQL, charts, spreadsheets, reports, dashboards and BI. 📈📊📋🧑💻
agent anthropic bedrock bigquery business-intelligence charts duckdb genbi llm openai postgresql rag spreadsheets sql sqlai text-to-sql text2sql vertex
Last synced: 14 May 2026
https://github.com/dataherald/dataherald
Interact with your SQL database, Natural Language to SQL using LLMs
ai database finetuning llm nl-to-sql rag sql text-to-sql
Last synced: 14 May 2025
https://github.com/Dataherald/dataherald
Interact with your SQL database, Natural Language to SQL using LLMs
ai database finetuning llm nl-to-sql rag sql text-to-sql
Last synced: 03 Apr 2025
https://github.com/Canner/WrenAI
🚀 Open-source SQL AI Agent for Text-to-SQL. Supporting PostgreSQL, DuckDB, MySQL, MS SQL, ClickHouse, Trino, JSON, CSV, Parquet data sources, and more! 🚀
agent ai bigquery duckdb fastapi gpt hacktoberfest llm nextjs nlp openai postgresql python rag sql sqlai text-to-sql text2sql typescript
Last synced: 17 Jul 2025
https://github.com/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
database datasets fine-tuning gpt hacktoberfest llm nl2sql sql text-to-sql text2sql
Last synced: 14 May 2025
https://github.com/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
database datasets fine-tuning gpt hacktoberfest llm nl2sql sql text-to-sql text2sql
Last synced: 12 Mar 2025
https://github.com/getnao/nao
👾 nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy nao chat interface for everyone
agentic-analytics analytics analytics-engineering bigquery business-intelligence chat-with-your-data context-engineering data data-analysis data-analyst data-engineering databricks postgresql self-hosted slack-bot slackbot snowflake sql text-to-sql
Last synced: 29 May 2026
https://github.com/microsoft/contextualsp
Multiple paper open-source codes of the Microsoft Research Asia DKI group
compositional-generalization conversational-semantic-parsing microsoft-research-asia semantic-parsing text-to-sql utterance-rewriting
Last synced: 23 May 2026
https://github.com/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.
chatbot gemini langchain rag retrival-augmented text-to-sql
Last synced: 09 Jul 2025
https://github.com/premai-io/premsql
End-to-End Local-First Text-to-SQL Pipelines
database llama llm opensource rag text-to-sql
Last synced: 12 Apr 2025
https://github.com/premAI-io/premsql
End-to-End Local-First Text-to-SQL Pipelines
database llama llm opensource rag text-to-sql
Last synced: 07 Aug 2025
https://github.com/salesforce/tabularsemanticparsing
Translating natural language questions to a structured query language
database natural-language-interface natural-language-processing pytorch semantic-parsing text-to-sql
Last synced: 12 Sep 2025
https://github.com/salesforce/TabularSemanticParsing
Translating natural language questions to a structured query language
database natural-language-interface natural-language-processing pytorch semantic-parsing text-to-sql
Last synced: 07 Aug 2025
https://github.com/totalhack/zillion
Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/
ai analytics data-analysis data-warehousing datasources openai python query-builder reporting semantic-data-model semantic-layer sql text-to-sql warehouse
Last synced: 07 Jan 2026
https://github.com/deepsense-ai/db-ally
Efficient, consistent and secure library for querying structured data with natural language
database database-agent llm natural-language-interface nlidb nlp sql text-to-sql
Last synced: 17 Jan 2026
https://github.com/pragunbhutani/dbt-llm-agent
LLM based AI Agent to automate Data Analysis for dbt projects with remote MCP server
agent agentic-ai ai ai-data-analysis data-analysis data-analyst dbt llm text-to-sql
Last synced: 19 Jan 2026
https://github.com/xgenerationlab/xiyan_mcp_server
A Model Context Protocol (MCP) server that enables natural language queries to databases
Last synced: 14 Jan 2026
https://github.com/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".
database heterogeneous-graph-neural-network natural-language-interface semantic-parsing structured-prediction text-to-sql
Last synced: 07 Aug 2025
https://github.com/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".
database heterogeneous-graph-neural-network natural-language-interface semantic-parsing structured-prediction text-to-sql
Last synced: 02 May 2025
https://github.com/lyuqin/HydraNet-WikiSQL
Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL
Last synced: 07 Aug 2025
https://github.com/dermatologist/pyomop
Python package for managing OHDSI clinical data models. Includes support for LLM based plain text queries, MCP server and FHIR import.
cdm clinical-trials datawarehouse hacktoberfest health-data-analysis health-informatics llm ohdsi python text-to-sql
Last synced: 24 Dec 2025
https://github.com/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-agent large-language-models mathematical-reasoning planning self-correction text-to-sql tree-search
Last synced: 26 Apr 2025
https://github.com/rocket-connect/gqlpt
Leverage AI to generate GraphQL queries from plain text.
ai anthropic artificial-intelligence autogenerated chatgpt codegen graphql openai plaintext prompt query text text-to-sql translate translation turn
Last synced: 06 Apr 2025
https://github.com/tshu-w/DBCopilot
Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"
Last synced: 07 Aug 2025
https://github.com/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.
chatbot gemini langchain rag retrival-augmented text-to-sql
Last synced: 09 Apr 2025
https://github.com/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.
ast nl-to-sql parser python sql text-to-sql
Last synced: 26 Jun 2025
https://github.com/osu-nlp-group/auto-sql-correction
Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)
code-editor code-generation natural-language-interface text-to-sql
Last synced: 27 Jul 2025
https://github.com/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
chatbot gemini-pro generative-ai large-language-models text-to-sql
Last synced: 09 Jul 2025
https://github.com/archmaxai/archmax
A semantic layer for your data: archmax describes it, you sharpen it, agents query it.
agents data-federation mcp ontologies opensemanticinterchange osi semantic-search semantic-view semantic-views text-to-sql
Last synced: 11 May 2026
https://github.com/lnshuti/usgov-contracts-rag
Use Text to SQL to analyze US Government contract data
duckdb duckdb-wasm gradio text-to-sql
Last synced: 14 Apr 2025
https://github.com/XGenerationLab/xiyan_mcp_server
A Model Context Protocol (MCP) server that enables natural language queries to databases
Last synced: 22 Mar 2025
https://github.com/totalhack/zillion-web
Zillion Web: A Demo UI and Web API for Zillion
analytics data-warehousing demo-ui docker-swarm-mode dockerswarm fastapi nlp text-to-sql typescript vue warehouse zillion
Last synced: 22 Mar 2025
https://github.com/dataease/sqlbot
基于大模型和 RAG 的智能问数系统
chatbi deepseek llm nl2sql rag sqlbot text-to-sql text2sql
Last synced: 10 Aug 2025
https://github.com/bodo-ai/pydough
Analytics DSL for Python
analytics artificial-intelligence big-data data-science defog defog-ai machine-learning pandas python sql text-to-analytics text-to-sql tpch
Last synced: 22 May 2026
https://github.com/vtsaplin/datatalk-cli
Query CSV, Excel & Parquet files with natural language. Fast, local, DuckDB-powered.
ai-tools cli csv data-analysis data-engineering developer-tools duckdb excel gpt llm local-first natural-language-query openai parquet privacy python text-to-sql
Last synced: 04 Mar 2026
https://github.com/crate/cratedb-mcp
CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.
ai-sql-assistant cratedb documentation-as-code human-computer-interface knowledge-base mcp mcp-database mcp-database-server mcp-server mcp-sql mcp-tools model-context-protocol model-context-protocol-server natural-language natural-language-queries natural-language-understanding nlp sql sql-query text-to-sql
Last synced: 01 Apr 2026
https://github.com/mta-tech/kai
KAI allows users to perform complex analytics and document searches using natural language queries
agent ai analytics database llm rag sql text-to-sql
Last synced: 27 Feb 2025
https://github.com/prashantbtkl/nlsql
generates SQL query from natural language for your PostrgreSQL database
llm llm-inference postgres postgresql sql text-to-sql
Last synced: 07 May 2025
https://github.com/tensorsofthewall/bettersearch
BetterSearch is a desktop search tool that brings natural language to traditional file search.
chromadb generative-ai langchain-python llama llama3 llms meta-ai openvino optimum text-to-search text-to-sql transformers transformers-library windows
Last synced: 10 Apr 2025
https://github.com/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.
artificial-intelligence data-science data-science-projects data-scienced data-visualization gemini-pro generative-ai machine-learning text-to-sql
Last synced: 14 Apr 2025
https://github.com/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。
agent animate asr face-recognition llm llms mllm ocr omni peft-fine-tuning-llm ppt rag sft stable-diffusion svd text-to-music text-to-sql video-diffusion-model virtual-try-on vlm
Last synced: 14 May 2025
https://github.com/javaaidev/simple-text-to-sql
Simple Text to SQL (No RAG), Spring AI Implementation
java spring-ai spring-boot springframework text-to-sql
Last synced: 25 Oct 2025
https://github.com/docelic/text_to_sql_search.cr
Translates text searches into SQL WHERE clauses
amber-framework crystal database-search form-to-sql granite-orm search search-in-sql sql text text-to-search text-to-sql
Last synced: 12 Jun 2025
https://github.com/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.
natural-language-processing query-generation text-to-sql
Last synced: 04 Mar 2025
https://github.com/ako1983/modular-llm-architecture
Exploring the cognitive architecture and design of a multi-agent system leveraging Large Language Models (LLMs) for scalable workflows.
artificial-intelligence large-language-models llm-agent multiagent text-to-sql
Last synced: 11 Oct 2025
https://github.com/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.
ai aws-lambda bedrock sagemaker text-to-sql textract
Last synced: 18 Feb 2026
https://github.com/asdfghjkl904/llm_rag
🚀 Transform Any PDF into an AI-Powered Q&A Chatbot!
anthropic bedrock chatgpt embeddings genai llama-index llmops ollama openai rag-embeddings react sql text-to-sql vector-database
Last synced: 09 Apr 2025
https://github.com/foggy-projects/foggy-data-mcp-bridge
MCP Data Bridge for Java. Enabling safe Text-to-Query via a semantic layer, making enterprise data accessible to AI Agents.
agent data-analysis java llm mcp semantic-layer spring-boot text-to-sql
Last synced: 16 Mar 2026
https://github.com/captaine/syntaxsqlnet
Pytorch implementation of SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task .
pytorch syntaxsqlnet text-to-sql
Last synced: 29 Apr 2026
https://github.com/enzorg/text_mining
Proyecto de posgrado "Minería de Datos para Texto" de FAMAF-UNC
Last synced: 25 Mar 2025
https://github.com/kelvinleandro/pagila-text-to-sql
An AI-powered application that lets you chat with your PostgreSQL database in natural language. Built with LangChain, FastAPI, and Streamlit.
chatbot docker docker-compose fastapi generative-ai gpt langchain llm natural-language-processing nl-to-sql openai pagila-database postgresql python python3 sql sqlalchemy streamlit text-to-sql
Last synced: 10 Apr 2026
https://github.com/klima7/pol-spider
Polish translation of spider dataset.
machine-learning polish spider text-to-sql text2sql translation
Last synced: 30 Oct 2025
https://github.com/r0han01/snowflake-cortex-freight-agent
A Snowflake Cortex Agent for natural-language analytics on the U.S. DOT FAF5 freight dataset (2018-2024). End-to-end implementation of Cortex Analyst (NL → SQL), Cortex Search (RAG), and Cortex Agents (orchestration) over a 7.8M-row fact table.
ai-agents cortex-agents cortex-analyst cortex-search data-analytics llm rag snowflake snowflake-cortex text-to-sql
Last synced: 19 Jun 2026
https://github.com/noridj4/langchain-runnables
🚀 Explore LangChain Runnables to easily compose and manage components for efficient and flexible execution within the LangChain ecosystem.
ai bigquery chatbot chatgpt chroma docker fastapi langchain llama llm llm-agents local-first offline-first openai prompt-engineering rag text-to-sql vector-database
Last synced: 07 Apr 2026
https://github.com/intersystems-ib/workshop-llm
🧠 Hands-on RAG workshop using InterSystems IRIS & LLMs - Build PDF Q&A systems, natural language-to-SQL interfaces, and learn AI agent architecture with local/cloud options
ai-workshop intersystems-iris jupyter-notebooks langchain llm mistral-ai openai pdf-qa python rag text-to-sql transformers vector-database
Last synced: 14 Apr 2026
https://github.com/shreyasgm/ask-atlas
Chatbot to use natural language to query trade data from the Atlas of Economic Complexity
Last synced: 13 Mar 2026
https://github.com/aaryan04/advanced-text-to-sql-rag
🚀 Advanced Text-to-SQL RAG System with LangChain, LangGraph & React - Convert natural language to SQL with AI-powered intelligence
ai fastapi langchain langgraph machine-learning natural-language-processing python rag react sql text-to-sql typescript
Last synced: 15 Apr 2026
https://github.com/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.
agents groq matplotlib-pyplot python3 schema sql-agent supabase text-to-sql
Last synced: 09 May 2026
https://github.com/ashishsalunkhe/text2sql
Natural language interface for querying clinical data. This project uses Retrieval-Augmented Generation (RAG) with GPT-3.5 to translate user questions into SQL over a subset of the MIMIC-III dataset, enabling clinicians and researchers to extract insights without SQL knowledge.
clinical-data datascience gpt3 healthcare llm mimic-iii rag retrieval-augmented-generation semantic-search sql-generation sqlite streamlit text-to-sql
Last synced: 15 Apr 2026
https://github.com/elis-salobehaj/mediqueryai
Built with Antigravity to showcase Vibe Coding. ⚡ This app is a futuristic AI data analyst that went from concept to production-ready Docker app instantly. Features Text-to-SQL, hybrid LLMs (Gemini/Anthropic/Ollama), and sci-fi UI. 🏥
agentic-ai ai anthropic chatbot data-visualization docker fastapi gemini-api healthcare-ai llm local-llm nlp ollama plotly react text-to-sql typescript vite
Last synced: 25 Jan 2026
https://github.com/zolppy/contextus
Trabalho de Conclusão do Curso (TCC) de Licenciatura em Computação do Instituto Federal da Bahia (IFBA), Campus Jacobina.
groq-cloud ifba langchain llm plataforma-nilo-pecanha python sqlite streamlit tcc text-to-sql
Last synced: 02 Jun 2026
https://github.com/huber1105/workshop-agents
Explore Genkit agents for YouTube video searches and content generation. Find workflows to streamline your video discovery and blogging process. 🚀📂
agents agno amazon-bedrock autogen autonomous-driving azure carla carla-gym carla-reinforcement-learning crewai langhchain multi-agent multi-agent-autonomous-driving question-answering serverless streamlit testing text-to-sql
Last synced: 16 Apr 2026
https://github.com/bilalhameed248/patient-demographic-text-to-sql
Developed Text to SQL Patient Demographic Chat-Bot using RAG technology and langchian.
faiss faiss-vector-database langchain langchain-python melvius rag text-to-sql texttosql vector-database vertex-ai
Last synced: 16 Apr 2026
https://github.com/drisskhattabi6/text-to-sql
Chat with DB : A powerful web application that transforms natural language questions into executable SQL queries against a PostgreSQL or MySQL database and visualizes the results, Using Langchain (Ollama and ChromaDB), LangGraph and Streamlit
ai-agent chat-with-db chromadb data-visualization gemini langchain langgraph mysql ollama openai postgresql streamlit text-to-sql text2sql txt2sql
Last synced: 09 Apr 2026
https://github.com/davidkiss/langgraph-dynamic-sql-queries
A sample text-to-sql chatbot that can answer questions about Netflix movies by dynamically generating syntactically correct SQL queries using Python, ChatGPT, LangGraph and LangChain's `SQLDatabaseToolkit`.
langchain langgraph python sql text-to-sql
Last synced: 29 Apr 2026
https://github.com/allwynjesu/langgraph-text-2-sql
A beginner-friendly repository for simple Text-to-SQL(PostgreSQL) conversion using LangGraph and Streamlit. A more advanced, full-fledged Text-to-SQL solution will be developed and hosted in a separate repository.
langchain langgraph streamlit text-to-sql
Last synced: 07 May 2026
https://github.com/mergisi/ai2sql-mcp
AI2SQL MCP Server - Generate, explain, optimize and fix SQL queries from natural language inside Claude Code. Supports PostgreSQL, MySQL, SQL Server, Snowflake, Oracle, SQLite.
ai2sql claude claude-code database developer-tools mcp mysql postgresql sql text-to-sql
Last synced: 10 Jun 2026
https://github.com/faisalaffan/aiyeah
AIyeah is an open source AI platform built for developers who need reliability over hype.
ai-agents ai-platform fastapi fiber golang langgraph litellm llm-observability llms multimodal open-source pgvector python rag text-to-sql typescript
Last synced: 24 Jun 2026
https://github.com/anshulranjan2004/sqlrx-docnexusai
LLM-powered natural language to SQL for healthcare claims search. Supports multi-table joins, filters, and structured results.
agentic-ai crewai langchain-python streamlit text-to-sql
Last synced: 18 May 2026
https://github.com/yatashiwakeup/patient-demographic-text-to-sql
Developed Text to SQL Patient Demographic Chat-Bot using RAG technology and langchian.
faiss faiss-vector-database langchain langchain-python melvius rag text-to-sql texttosql vector-database vertex-ai
Last synced: 13 Apr 2026
https://github.com/kineticadb/kinetica-agent-api-demo
Host a Kinetica text-to-sql agent using LangSmith Server.
kinetica langsmith text-to-sql
Last synced: 13 Mar 2025
https://github.com/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.
evaluation-framework instruction-fine-tuning iterative-fine-tuning llama-models llm-accuracy lora memory-tuning model-reliability mome performance-optimization prompt-engineering self-reflection text-to-sql
Last synced: 28 Mar 2025
https://github.com/bleakmego/wrenai
WrenAI is an open-source GenBI agent designed for seamless integration and powerful performance. Explore the code on GitHub! 🐙🌟
agent anthropic bedrock bigquery business-intelligence charts duckdb genbi llm openai postgresql rag sql sqlai text-to-chart text-to-sql text2sql vertex
Last synced: 07 Apr 2026
