Spaces:
Runtime error
Runtime error
File size: 1,378 Bytes
2bc1f33 dcc91e6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 |
---
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
|