In the ALLEGRO approach, AI/ML agents are designed as intelligent software entities responsible for managing and optimizing specific services. These agents are built with a modular architecture to ensure agility, security, and seamless integration.
🔍 Key Components:
- Manager Module – Oversees configuration and supervises operations.
- Security Manager – Handles security aspects like key management.
- Data Processing Algorithms – Includes dimensionality reduction, data veracity checks, and QoS assurance.
- Interfaces – Enable secure communication, ensuring data privacy, authentication, and integrity.
- Redis DB (Pub-Sub Mode) – Decouples modules for efficient, reliable inter-module communication and flexible telemetry workflows.
This architecture enables the development of scalable, secure, and intelligent agents ready to tackle complex data environments.
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