This project provides a Gradio-based web application that allows users to interact with an SQLite database using natural language queries. It leverages the LangChain library and OpenAI's language model to convert plain English questions into SQL queries and execute them on the provided database.
**精准AI** 是由讯酷科技开发的企业级 AI 智能平台，深度整合自然语言处理、自动化 SQL 生成、深度学习预测与知识库检索等技术，帮助企业管理者和业务人员 **“用日常语言实时查询、分析、预测企业数据”**。
An intelligent GraphRAG system that transforms any database into a knowledge graph using Neo4j, combines pgvector semantic search with graph reasoning, and enables natural language question answering over structured data.
Fintetuned Flan-T5 to provide SQL queries given Natural Language Text. Two steps of finetuning: First on general Natural Language to SQL Queries and second on queries related to a single database
Fail-closed AST policy firewall for LLM-generated SQL
AI SQL Agent — Ask questions in plain English and get answers from SQL databases. A production-ready LangGraph agent that turns natural language into safe, validated SQL, with a Streamlit chat UI, streaming, charts, caching, LangFuse tracing, LLM-as-judge evaluations, and injection/faithfulness guardrails.
AI chatbot for RAG, Text-to-SQL, OCR, semantic intent routing, and dynamic data visualization with asynchronous microservices.
Developed Text to SQL Patient Demographic Chat-Bot using RAG technology and langchian.
AI-powered Natural Language to SQL system for a clinic management database using Vanna 2.0, Groq LLM, FastAPI, and SQLite.
DataQuery AI Assistant
An agentic AI analytics engine that translates natural language into DuckDB SQL with a self-healing retry loop, automated Plotly visualizations, and executive summaries. Built with Streamlit, Groq API, and Python.
Conversational Data Intelligence Platform - upload any CSV, ask questions in plain English, get verified SQL-backed answers with auto-generated charts.
A multi-agent AI chatbot that answers natural-language questions over real retail sales data — built with a Planner → Analytics → Verification pipeline (LangGraph), text-to-SQL generation, conversation memory, and an explainability panel showing the agent's reasoning. FastAPI + PostgreSQL backend, React frontend, powered by OpenRouter.
End-to-end IPL business analytics platform with PostgreSQL, dimensional modeling, Streamlit dashboards, CI/CD, and a secure AI-powered analytics assistant.
Developed Text to SQL Patient Demographic Chat-Bot using RAG technology and langchian.
Transform patient demographic queries into SQL effortlessly with our Text-to-SQL Chatbot. Leverage RAG and LangChain for accurate, user-friendly interactions. 🚀💻
"내맘대로 SQL문"(RAG 기반 text to sql)
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