ReactFastAPILangChainSQLiteTailwind CSS

AI-Powered Query Generator

LangChain-integrated Python service translating user inputs to SQL statements. Engineered efficient APIs slashing query creation time by 75% for 50+ end-users. Achieved 85% precision across PostgreSQL, MySQL, and Oracle via adaptive frameworks. Scales to handle 500+ daily calls with comprehensive validation protocols.

AI-Powered Query Generator

Key Highlights

75% reduction in query creation time

85% precision across PostgreSQL, MySQL, Oracle

500+ daily API calls handled

Architecture

Video Demo

Gallery

AI-Powered Query Generator screenshot 1
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AI-Powered Query Generator screenshot 2
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AI-Powered Query Generator screenshot 3
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AI-Powered Query Generator screenshot 4
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AI-Powered Query Generator screenshot 5
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Features

AI-powered SQL generation from natural language

File upload support (CSV/Excel/JSON)

Database switching between default and uploaded data

Modern dark mode interface with glassmorphism

Interactive results in formatted tables

Query history with save and reload

Schema viewer with collapsible tables

SQL injection protection with SELECT-only queries

Tech Stack

React 18ViteTailwind CSSFramer MotionMonaco EditorFastAPILangChainSQLitePydantic

Interested in this project?

Check out the source code.