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System Design Question

Design a Cross-lingual and Multimodal AI System for Global Content Understanding

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  1. Functional Requirements:

    • Cross-lingual Understanding:
      • Ability to process and understand content in multiple languages.
      • Support for automatic language detection and translation.
    • Multimodal Processing:
      • Capability to handle and integrate data from various modalities such as text, audio, and images.
      • Seamless integration of multimodal data for comprehensive content understanding.
    • Content Categorization and Tagging:
      • Automatic categorization of content based on themes, topics, or sentiment.
      • Tagging of content for easy retrieval and analysis.
    • User Interaction:
      • Provide APIs for user interaction and content submission.
      • Support for feedback loops to improve system accuracy over time.
    • Scalability:
      • Ability to handle increasing volumes of data and user requests efficiently.
    • Real-time Processing:
      • Support for real-time or near-real-time processing of content.
  2. Non-Functional Requirements:

    • Performance:
      • Low latency in processing and delivering results.
      • High throughput to manage large volumes of data.
    • Reliability:
      • Ensure system uptime and availability.
      • Robust error handling and recovery mechanisms.
    • Security:
      • Secure handling of user data and content.
      • Compliance with data protection regulations.
    • Usability:
      • Intuitive API design for ease of integration.
      • Comprehensive documentation and support.
    • Maintainability:
      • Modular design for easy updates and maintenance.
      • Clear logging and monitoring for system health.
    • Interoperability:
      • Compatibility with existing systems and platforms.
      • Support for various data formats and standards.
  3. Constraints:

    • Resource Limitations:
      • Limited computational resources and budget constraints.
    • Data Privacy:
      • Adherence to privacy laws and regulations across different regions.
    • Language Support:
      • Initial support for a limited set of languages, with plans for expansion.
    • Integration Timeframe:
      • Time constraints for integrating with existing systems and workflows.

System Design Diagrams

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