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google-labs-jules[bot] 0a7dcfcacf Add documentation for GeoSential AI and Search options

- Created `docs` directory.
- Added `docs/geosential_ai.md` with instructions and commands for the AI assistant.
- Added `docs/search_options.md` with instructions for advanced web scan and dark web search.
- Updated `README.md` to link the new documentation and include a comprehensive list of APIs with their official websites.

Co-authored-by: h9zdev <67865621+h9zdev@users.noreply.github.com>

2026-02-09 17:22:46 +00:00

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🤖 GeoSential AI Documentation

Welcome to the GeoSential AI manual! GeoSential AI is your high-tech Geospatial Intelligence (GEOINT) and OSINT assistant, designed to automate tracking and provide real-time global briefings. 🌍🛰️

🚀 Overview

GeoSential AI integrates real-time web data, map functionality, and semantic memory to assist in monitoring global activities. It can track flights, vessels, scan sectors for signals, and provide up-to-the-minute news and market data.

🛠️ How to Use

🖥️ Interface

You can interact with GeoSential AI directly through the Earth View dashboard in the GeoSentinel UI. Look for the AI chat panel to start a conversation.

🔌 API Endpoint

For developers, the AI is accessible via the following endpoint:

URL: /api/geosentialai/chat
Method: POST
Payload:

{
  "message": "Track flight UAE202",
  "web_search": true,
  "human_mode": false,
  "engine": "huggingface",
  "context": {}
}

📜 Commands & Tags

GeoSential AI can trigger specific actions in the UI by outputting special tags. These tags allow the AI to interact directly with the map:

Command	Action
`[TRACK_FLIGHT: <icao>]`	✈️ Zooms the map to a specific flight using its ICAO hex code.
`[TRACK_VESSEL: <mmsi>]`	🚢 Zooms the map to a specific vessel using its MMSI number.
`[SHOW_WEATHER: <lat>, <lng>]`	🌦️ Opens the meteorology/environment GUI for the specified coordinates.
`[SCAN_MAP: <lat>, <lng>]`	📡 Zooms to coordinates and initiates a sector-wide signal scan.

🔍 Search Integration

GeoSential AI is equipped with a powerful web search capability 🕵️‍♂️.

Auto-Trigger: The AI automatically enables web search if your message contains keywords like news, stock, price, market, update, latest, or happening.
DuckDuckGo Integration: It uses DuckDuckGo to pull real-time snippets from the web to ground its answers in current events.

🧠 Memory System

The AI uses ChromaDB to maintain a "Memory Stream" 🧠. It remembers previous interactions and can recall relevant context to provide more personalized and consistent assistance.

⚙️ AI Engines

You can choose between two processing engines:

Cloud (Hugging Face): Uses Llama-3.1-8B-Instruct for high-performance reasoning (Default).
Local (Ollama): Uses the phi model running locally on your machine for enhanced privacy and offline use.

Stay informed, stay ahead with GeoSential AI. 🚀

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