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README.md

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+# LLM-Powered Monitoring Agent
+
+This project is a self-hosted monitoring agent that uses a local Large Language Model (LLM) to detect anomalies in system and network data. It's designed to be a simple, self-contained Python script that can be easily deployed on a server.
+
+## 1. Installation
+
+To get started, you'll need to have Python 3.8 or newer installed. Then, follow these steps:
+
+1.  **Clone the repository or download the files:**
+
+    ```bash
+    git clone <repository_url>
+    cd <repository_directory>
+    ```
+
+2.  **Create and activate a Python virtual environment:**
+
+    ```bash
+    python -m venv venv
+    source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
+    ```
+
+3.  **Install the required Python libraries:**
+
+    ```bash
+    pip install -r requirements.txt
+    ```
+
+## 2. Setup
+
+Before running the agent, you need to configure it and ensure the necessary services are running.
+
+### Prerequisites
+
+-   **Ollama:** The agent requires that [Ollama](https://ollama.com/) is installed and running on the server.
+-   **LLM Model:** You must have the `llama3.1:8b` model pulled and available in Ollama. You can pull it with the following command:
+
+    ```bash
+    ollama pull llama3.1:8b
+    ```
+
+### Configuration
+
+All configuration is done in the `config.py` file. You will need to replace the placeholder values with your actual credentials and URLs.
+
+-   `DISCORD_WEBHOOK_URL`: Your Discord channel's webhook URL. This is used to send alerts.
+-   `HOME_ASSISTANT_URL`: The URL of your Home Assistant instance (e.g., `http://192.168.1.50:8123`).
+-   `HOME_ASSISTANT_TOKEN`: A Long-Lived Access Token for your Home Assistant instance. You can generate this in your Home Assistant profile settings.
+-   `GOOGLE_HOME_SPEAKER_ID`: The `media_player` entity ID for your Google Home speaker in Home Assistant (e.g., `media_player.kitchen_speaker`).
+
+## 3. Usage
+
+Once the installation and setup are complete, you can run the monitoring agent with the following command:
+
+```bash
+python monitor_agent.py
+```
+
+The script will start a continuous monitoring loop. Every 5 minutes, it will:
+
+1.  Collect simulated system and network data.
+2.  Send the data to the local LLM for analysis.
+3.  If the LLM detects an anomaly, it will send an alert to your configured Discord channel and broadcast a message to your Google Home speaker via Home Assistant.
+
+The script will print its status and any detected anomalies to the console.