QueryCraft

QueryCraft is an AI-powered Natural Language → SQL converter designed to help anyone query databases without writing SQL manually. Whether you're a student, developer, analyst, or non-technical professional, QueryCraft makes data extraction simple, intuitive, and fast.

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🚀 Features

• Natural language → SQL translation
• Clean and simple web interface
• AI-powered using the T5-LM-Large-text2sql-spider model
• Automatic SQL execution + result preview
• Supports:
  • SELECT
  • WHERE
  • JOIN
  • GROUP BY / Aggregates
• Export & documentation-ready screenshots
• Pluggable with any SQL database (SQLite/MySQL/Postgres)

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🧠 Tech Stack

Frontend:

• HTML, CSS, optional Jinja/JavaScript

Backend:

• Python (Flask or FastAPI)

Database:

• SQLite / MySQL / any SQL database

Libraries Used:

• Hugging Face Transformers
• torch
• Flask or FastAPI
• reportlab/fpdf (optional for PDF export)

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📦 Installation & Setup

git clone https://github.com/tanishk001-ai/QueryCraft.git
cd QueryCraft

python3 -m venv venv
source venv/bin/activate
# On Windows: venv\Scripts\activate

pip install -r requirements.txt
python app.py

Once started, access the app at:
👉 http://127.0.0.1:5000

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📌 Roadmap

• 🌍 Multi-language query support
• 🔐 User authentication + query history
• 🎤 Voice-based natural language input
• 🧩 Support for more advanced SQL structures
• 📊 Analytics dashboard & data visualizations

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🤝 Contributing

Tanishk Tiwari

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📜 License

This project is licensed under the MIT License.

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