assemblyline-ui

Create a real-time threat intelligence dashboard using the 'assemblyline-ui' package. This dashboard will serve as a comprehensive tool for cybersecurity professionals to monitor and analyze threats in real-time. Your application should include the following key functionalities:

1. **Real-Time Threat Detection**: Utilize the Assemblyline API provided by 'assemblyline-ui' to fetch and display real-time threat data. This could include indicators of compromise (IoCs), malware hashes, and suspicious IP addresses.
2. **Interactive Visualization**: Implement interactive visualizations such as heatmaps, graphs, and charts to represent the distribution and frequency of threats across different regions and time periods. Use libraries like Plotly or D3.js for these visualizations.
3. **User Authentication**: Integrate user authentication to allow different levels of access based on user roles. For example, basic users might only have read-only access, while administrators can manage users and configurations.
4. **Alert System**: Develop an alert system that notifies users via email or SMS when a new threat is detected. Users should be able to customize their alert preferences.
5. **Historical Data Analysis**: Provide tools for analyzing historical threat data. Users should be able to filter and query past incidents based on date ranges, types of threats, and other criteria.
6. **Customizable Dashboards**: Allow users to create and save their own dashboards with widgets tailored to their specific needs. These widgets could include custom visualizations, alerts, and data filters.
7. **Documentation and User Guide**: Include a detailed documentation guide that explains how to set up the application, use its features, and integrate it with existing security systems.

To achieve these goals, you will need to utilize the 'assemblyline-ui' package to interact with the Assemblyline API for fetching threat data and handling user sessions. Additionally, you'll need to integrate frontend technologies such as React or Angular for building the interactive UI components. Backend development should focus on setting up secure endpoints for API calls and handling user data.