🌍 GeoSentinel

GeoSentinel is a geospatial monitoring platform that tracks global movement in real time.

It aggregates ship and flight routes, live coordinates, and geodata into a unified system, providing clear geographic and geopolitical awareness for analysis, visualization, and decision-making. . 🚀

🚀 Visit the Blog:
👉 https://haybnz.web.app/blog

🚀 Visit the Blog:
👉 https://varadaraj.online/

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🔴 NOTE
Stay updated with the latest Geo Sentinel AI releases and announcements.

👉 Subscribe here:
https://docs.google.com/forms/d/e/1FAIpQLSe3qBh6r1orih2MkLf5DjdolX0jv5Abct02363lLxpXEute-Q/viewform

🌟 Features

• 🗺️ Access to GeoJSON data and surveillance grid tiles.
• ✈️ Real-time flight data.
• 🚢 Live vessel tracking.
• 🛰️ Advanced aerial segmentation with YOLO.
• 🖼️ Image analysis for object and GPS metadata.
• 📰 Geopolitical news and sentiment analysis.
• 💹 Market data for commodities and cryptocurrencies.
• 🌐 Translation services.
• 🔒 TOR integration for enhanced privacy.
• 🤖 OLLAMA AI integration for local LLM processing.
• 🕵️‍♂️ Darkweb Search: Anonymous searching across multiple .onion engines via TOR integration.
• 🔍 Advanced Web Scraper: Multi-engine OSINT search with Google Dorking for social media platforms (Twitter, Reddit, Instagram, etc.).
• 🤖 GeoSential AI: Intelligent assistant for automated real-time tracking of flights and vessels with integrated OSINT.

🌍 Earth HTML Features

• Interactive global map with real-time tracking
• Advanced search capabilities (HEX, flight, vessel, coordinates)
• TomTom Maps API integration for detailed mapping
• Activity logging and user tracking
• Responsive design for all devices
• GPS metadata extraction from images
• Real-time data visualization
• Integrated GeoSential AI for automated tracking and analysis
• Advanced web scanning with social media dorking capabilities

📦 Download and Move geodata Folder to Root Directory

🔗 Download Link

👉 Download geodata folder

🔗 Download Link

-ADD API KEY IN app.py -ADD API KEY IN earth.html {on line1850 const tomtomApiKey = 'ADD_API+KEY';}

🛰️ GeoSentinel Installation Guide

📥 Clone or Fork the Repository

Option 1: Clone directly

git clone https://github.com/h9zdev/GeoSentinel.git

Option 2: Fork the repository

https://github.com/h9zdev/GeoSentinel/fork

Then clone your fork:

git clone https://github.com/<your-username>/GeoSentinel.git

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📂 Navigate to Project Directory

cd GeoSentinel

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🧩 Install Dependencies

pip install -r requirements.txt

(Optional but recommended)

python -m venv venv
source venv/bin/activate   # Linux / macOS
venv\Scripts\activate      # Windows

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▶️ Run the Application

python app.py

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🌐 Open in Browser

• Earth View
  https://127.0.0.1:8000/earth

• News Dashboard https://127.0.0.1:8000/news

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🔒 TOR Installation & Setup (Linux)

Option 1: Install TOR from Package Manager

# Ubuntu/Debian
sudo apt-get update
sudo apt-get install tor torbrowser-launcher -y

# Fedora/RHEL
sudo dnf install tor torbrowser-launcher -y

Option 2: Install TOR from Source

# Download TOR
cd /tmp
wget https://archive.torproject.org/tor-package-archive/tor-latest.tar.gz
tar -xzf tor-latest.tar.gz
cd tor-*

# Compile and install
./configure
make
sudo make install

Start TOR Service

# Start TOR daemon
sudo systemctl start tor
sudo systemctl enable tor  # Enable on boot

# Or run manually
tor

# Verify TOR is running
curl --socks5 127.0.0.1:9050 https://check.torproject.org/api/ip

Configure TOR in GeoSentinel

Add to your Python code for TOR support:

import requests
from requests.adapters import HTTPAdapter
from stem import Signal
from stem.control import Controller

# SOCKS5 proxy configuration
proxies = {
    'http': 'socks5://127.0.0.1:9050',
    'https': 'socks5://127.0.0.1:9050'
}

# Make request through TOR
response = requests.get('https://api.example.com', proxies=proxies)

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🤖 OLLAMA Installation & Setup

Installation Steps

Step 1: Download OLLAMA

# macOS
curl -fsSL https://ollama.ai/install.sh | sh

# Linux
curl -fsSL https://ollama.ai/install.sh | sh

# Or download from
https://ollama.ai/download

Step 2: Verify Installation

ollama --version

Step 3: Pull a Model

# Pull Llama 2 model (7B parameters)
ollama pull llama2

# Or pull other models
ollama pull mistral      # Mistral model
ollama pull neural-chat  # Neural Chat model
ollama pull orca-mini    # Orca Mini model

Step 4: Run OLLAMA Server

# Start OLLAMA server (runs on localhost:11434)
ollama serve

Step 5: Test OLLAMA

# In another terminal, test the API
curl http://localhost:11434/api/generate -d '{
  "model": "llama2",
  "prompt": "Why is the sky blue?"
}'

Python Integration with GeoSentinel

import requests
import json

def query_ollama(prompt, model="llama2"):
    """Query OLLAMA local LLM"""
    url = "http://localhost:11434/api/generate"

    payload = {
        "model": model,
        "prompt": prompt,
        "stream": False
    }

    response = requests.post(url, json=payload)
    if response.status_code == 200:
        return response.json()['response']
    return None

# Usage example
response = query_ollama("Analyze the geopolitical implications of...")
print(response)

Common OLLAMA Commands

# List installed models
ollama list

# Remove a model
ollama rm llama2

# Run model interactively
ollama run llama2

# Set custom parameters
ollama run llama2 --temperature 0.5 --top_k 10

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📝 Configuration

API Keys Required

• TomTom Maps API: Add your key in templates/earth.html (line ~1850)

  const tomtomApiKey = 'YOUR_TOMTOM_API_KEY';
  

• Other APIs: Add relevant API keys in app.py

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🚀 Advanced Usage

With TOR + OLLAMA

import requests
from stem.control import Controller
import json

# Configure TOR
proxies = {
    'http': 'socks5://127.0.0.1:9050',
    'https': 'socks5://127.0.0.1:9050'
}

# Query OLLAMA through TOR (for privacy-focused analysis)
response = requests.post(
    'http://localhost:11434/api/generate',
    json={"model": "llama2", "prompt": "Analyze geopolitical data"},
    proxies=proxies,
    timeout=30
)

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• News Dashboard
  https://127.0.0.1:8000/news

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✅ Notes

• SSL warnings are normal for localhost with HTTPS.
• Use http://127.0.0.1:8000 if HTTPS is not configured.

⚙️ API Endpoints

🌎 Earth

• GET /earth
  • Renders the main earth page.

🗺️ GeoJSON

• GET /api/geojson/
  • Retrieves a summary of a GeoJSON file.
  • Example: /api/geojson/example.geojson

🛰️ Surveillance Grid

• GET /api/geo/index
  • Retrieves the surveillance grid index.
• GET /api/geo/tile///
  • Retrieves a specific surveillance grid tile.
  • Example: /api/geo/tile/1/2/3

✈️ Flights

• GET /api/geo/flights
  • Fetches live flight data.
• GET /api/geo/flight/meta/
  • Retrieves metadata for a specific flight.
  • Example: /api/geo/flight/meta/UAL123

🚢 Vessels

• GET /api/geo/vessels
  • Fetches live vessel data.
• GET /api/geo/vessel/path/
  • Retrieves the historical path of a vessel.
  • Example: /api/geo/vessel/path/123456789

📸 Image Analysis

• POST /api/geo/segment
  • Performs aerial segmentation on a satellite tile.
• POST /api/geo/analyze-upload or /upload
  • Analyzes an uploaded image for objects and GPS metadata.

📰 News

• GET /api/geo/news
  • Fetches geopolitical news for a specific location.
• POST /api/news/analyze
  • Analyzes the sentiment of a news article.
• GET /api/news/advanced
  • Performs an advanced search for news articles.

💹 Market

• GET /api/market/data
  • Fetches market data for commodities and cryptocurrencies.

🌐 Translate

• GET /api/translate
  • Translates text to English.

🔍 Web Scraper

• POST /api/tools/web_scan
  • Advanced web scanning with multi-engine support and Google Dorking.
  • Parameters: query, type (text/images/all), sources (list of sites), aggressive (boolean).

🤖 GeoSential AI

• POST /api/geosentialai/chat
  • Chat with the AI assistant for geospatial analysis and real-time data.
  • Parameters: message, web_search (boolean), human_mode (boolean), engine (cloud/local), context (map state).

🚀 How to Use

curl http://localhost:8000/api/geo/flights

🙏 API TO USE

• OpenStreetMap
• ADSB.one
• AISstream.io
• CoinGecko
• NewsAPI
• tomtom
• OpenCellID
• OpenRouter
• Hugging Face
• OpenSky Network
• MyMemory
• DuckDuckGo
• Google
• Bing
• Ahmia
• Twitter

🗺️ Images of GeoSentinel UI

📜 License

This project is licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License. See the LICENSE file for more details.

Unauthorized use is strictly prohibited.

📧 Contact: singularat@protn.me

☕ Support

Donate via Monero: 45PU6txuLxtFFcVP95qT2xXdg7eZzPsqFfbtZp5HTjLbPquDAugBKNSh1bJ76qmAWNGMBCKk4R1UCYqXxYwYfP2wTggZNhq

👥 Contributors and Developers

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