README.md

metadata

title: AI Query Fan-Out Generator
emoji: 🚀
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.37.0
app_file: app.py
pinned: false

🚀 AI Query Fan-Out Generator

Transform a single query into multiple semantically related search queries to uncover deeper insights and comprehensive information.

Features

• Query Expansion: Convert a single search query into 8-10 related queries
• Semantic Analysis: Generate queries that cover different aspects and intents
• Query History: Track and export your query generation sessions
• Multiple Query Types:
  • Related queries
  • Implicit queries
  • Comparative queries
  • Reformulation queries
  • Entity-expanded queries

How to Use

1. Get a Gemini API Key:

   • Go to Google AI Studio
   • Create a new API key
   • Copy the key

2. Enter Your API Key:

   • Paste your Gemini API key in the "🔑 Gemini API Key" field
   • The status will show when the model is initialized

3. Generate Fan-Out Queries:

   • Enter your core prompt/query
   • Click "🧠 Generate Fan-Outs"
   • View the expanded queries and reasoning

4. Manage History:

   • View your query history in the sidebar
   • Export history as JSON
   • Clear history when needed

Examples

Input

best way to learn python for data analysis

Output

• most effective python learning resources for data analysis beginners
• python data analysis tutorials with pandas and numpy
• best python courses for data science and analytics
• python vs R for data analysis comparison
• free python data analysis projects for practice
• python data visualization libraries matplotlib seaborn
• python data analysis certification programs
• python jupyter notebook setup for data analysis

Technical Details

• Model: Google Gemini (1.5 Pro/Flash)
• Framework: Gradio
• Response Format: JSON with fan-out queries and reasoning chain
• Temperature: 0.7 for balanced creativity and consistency

Privacy & Security

• Your API key is only used for your session and is not stored
• All processing happens through Google's Gemini API
• Query history is temporary and can be cleared at any time

Support

For issues or questions, please check the Gradio documentation or Google AI documentation.