metadata

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

🔍 Intelligent Search Engine (ISE)

An advanced OSINT search engine with RAG capabilities and multi-modal search features.

🌟 Features

🌐 Intelligent Search

Web search with context understanding
AI-powered answer synthesis
Source citation and verification
RAG-based knowledge retrieval

👤 OSINT Capabilities

Username search across multiple platforms
Person search (name, age, location)
Social media profile exploration
Personal information gathering
Historical data retrieval

📸 Image Analysis

Face detection and recognition
Object and scene recognition
Image metadata extraction
Similar image search
Cross-reference with social media

🗺️ Location Intelligence

Geographic information analysis
Location-based searching
Address validation and normalization
Proximity analysis

🛠️ Technology Stack

Core Components

Python 3.10+
LangChain for RAG capabilities
HuggingFace Transformers
PyTorch (CPU optimized)
Gradio for UI

Search & Scraping

DuckDuckGo Search
Google Search Python
BeautifulSoup4
Requests/AIOHTTP

OSINT Tools

Holehe
Sherlock Project
Python WHOIS
Geopy

Image Processing

Face Recognition
Pillow
Torchvision

📦 Installation

Clone the repository:

git clone https://github.com/yourusername/intelligent-search-engine.git
cd intelligent-search-engine

Install dependencies:

pip install -r requirements.txt

Run the application:

python app.py

🎯 Usage

Web Interface

The application provides a user-friendly web interface with multiple tabs:

Search Tab
- Enter your search query
- Get AI-powered answers with sources
Username Search Tab
- Search usernames across platforms
- View consolidated social media presence
Person Search Tab
- Search by name, location, age
- Get comprehensive personal information
Image Analysis Tab
- Upload images for analysis
- Detect faces and objects
- Search for similar images

🔒 Privacy & Security

No sensitive data storage
Anonymized result presentation
Rate limiting for API calls
Basic URL validation
Secure data handling

🤝 Contributing

Fork the repository
Create a feature branch
Commit your changes
Push to the branch
Create a Pull Request

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

⚠️ Disclaimer

This tool is for educational and research purposes only. Users are responsible for complying with applicable laws and regulations regarding information gathering and privacy.