🐝 QueryBee

QueryBee is your intelligent companion for seamless data cleaning, transformation, and insight generation. Built for data enthusiasts, analysts, and developers, QueryBee simplifies the entire data workflow through an intuitive interface and AI-driven capabilities.

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🚀 Features

1. 🔧 QueryCrafter – No-Code Data Transformation

• 📂 Upload raw data (CSV, Excel,connect with URL etc.)
• 🧹 Clean and transform data using:
  • Buttons
  • Drag-and-drop interface
  • AI-powered suggestions
• 📊 View data quality reports:
  • Missing values
  • Anomalies
  • Consistency
• 🕒 Track every change with version history – revert anytime
• 🧠 Get automatic insights from your data

2. 🤖 QueryBee.AI – Chat with Your Data

• 🧾 Paste or upload datasets
• ✍ Describe the insights you need
• 🪄 QueryBee.AI will:
  • Automatically clean and prepare the data
  • Generate insights using LLM-powered agents
  • Suggest additional, relevant insights
  • Provide visualizations and detailed explanations
• 💬 Interactive AI Chatbot to:
  • Answer data-related questions
  • Provide predictions
  • Suggest next steps from your data

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🛠 Tech Stack

• Frontend: TypeScript (React), TailwindCSS
• AI & LLMs: Multi-Agentic workflow using n8n, Agentic Orchestration
• Storage: Local Session Storage, AWS S3 (optional)

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🧠 How It Works

1. Upload your dataset
2. Use QueryCraft for visual data cleaning and transformation
   or
   Go straight to QueryBee.AI, and enter your query prompt
3. Instantly receive:
   • Cleaned data
   • Insights and visualizations
   • Interactive suggestions and explanations
4. Save, export, or share your results

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💡 Use Cases

• Quick data exploration and understanding
• AI-assisted data analysis for non-technical users
• Business intelligence for small teams/startups
• Learning and experimenting with data science

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🏆 Built For

This project was built as part of a Hackathon to empower users with AI-driven data intelligence tools and demonstrate how LLMs simplify data analytics and decision-making.

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📥 Installation (Optional)

Clone the repo and run locally:

git clone https://github.com/yourusername/querybee.git
cd querybee
npm install
npm start

👨‍💻 Team

Team: Bit Busterz

📫 Contact

If you’re interested in contributing, collaborating, or integrating QueryBee into your workflow, feel free to reach out!

🐝 Let's make querying data as sweet and easy as honey with QueryBee!