---
title: Intelligent Search Engine
emoji: 🔍
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: "4.14.0"
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 4.14.0
- 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