README.md

metadata

title: Intelligent Search Engine
emoji: 🔍
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.7.1
app_file: app.py
pinned: false

🔍 Intelligent Search Engine

An AI-powered search engine that provides intelligent summaries and insights from web content.

Features

• 🌐 Web search powered by DuckDuckGo
• 🤖 AI-powered content summarization
• 📊 Semantic search capabilities
• 📱 Clean, responsive UI

Technical Details

Core Components

1. Search Engine (search_engine.py)

   • DuckDuckGo integration for web search
   • Content processing and summarization
   • URL validation and metadata extraction

2. Web Interface (app.py)

   • Gradio-based UI
   • Error handling
   • Result formatting

Models

• Summarization: facebook/bart-base
• Embeddings: sentence-transformers/all-MiniLM-L6-v2

Dependencies

• Python 3.10
• Gradio 5.7.1
• Transformers
• DuckDuckGo Search
• BeautifulSoup4
• Langchain
• Sentence Transformers

Usage

1. Enter your search query in the text box
2. Adjust the number of results using the slider
3. Click "Submit" to see the results

Example Queries

• "Latest developments in artificial intelligence"
• "Climate change solutions"
• "Space exploration news"

Deployment

This project is deployed on Hugging Face Spaces, optimized for CPU environments.

License

Apache 2.0