serena

Serena implements a schema-based function calling mechanism that allows users to define and invoke functions across multiple model providers. This is achieved through a unified API that abstracts the underlying differences between providers, enabling seamless integration and execution of functions regardless of the source model. The architecture supports extensibility, allowing developers to add new providers easily while maintaining a consistent interface.

Serena features a contextual model management system that dynamically selects the appropriate AI model based on the context of the request. This is achieved through a context-aware routing mechanism that evaluates input parameters and user-defined criteria to determine the best model to handle each request. This capability ensures that users receive the most relevant and accurate responses based on their specific needs.

Serena is built on a plugin architecture that allows developers to extend its capabilities by adding custom plugins. This architecture supports a modular design, enabling users to create and integrate new functionalities without modifying the core system. Each plugin can define its own API endpoints and business logic, facilitating tailored integrations and enhancements.