📚 Key Concepts

Modularity

Defined Module Boundaries: The framework allows for clear definition of control and data plane boundaries, which can be statically declared. This facilitates easy inspection and post-processing using offline tools.
Dynamic Service Composition: Modules within a process can be dynamically composed at runtime, without the need for static compilation, enabling flexible service configuration.
Streamlined Module Integration: In scenarios with multiple module compositions, only declarations are required, without modifying any module code or writing glue code.
Decentralized Module Coupling: The architecture allows for modules to be developed independently by different teams, with no inter-module coupling, facilitating dynamic replacement.
Flexible Module Interface Communication: Supports two types of interface communication—one requiring consistent parameters on both sides, and another allowing differences in parameters with platform-provided bridging mechanisms. This flexibility is crucial for independent module development and deployment.

Directed Cyclic Graph (DCG) Topologies: Supports complex graph structures for module composition, enabling 1-to-n, n-to-1, and n-to-m interaction relationships in both control and data planes.
Cross-Process and Thread Orchestration: Allows coordination of module instances across different processes and threads to form complete service scenarios.
Dynamic Orchestration Configuration: Orchestration can be configured dynamically at runtime or pre-configured before service execution.

Hierarchical Configuration Support: Different module instances can have varying configuration possibilities, adaptable across different hierarchical contexts.
Versatile Configuration Capabilities: Configurations can be preset, dynamically changed during runtime, or distributed as updates.

Support for Binary & Source Release: Modules can be distributed as source or binary, with both modes coexisting for the same module.
Integration With Cloud Marketplace: Modules, whether source or binary, can be published to the cloud marketplace for easy download and integration into projects.

Multiple Instances of the Platform: The platform avoids the use of global variables, supporting multiple instances within a single business process.
Multiple Instances of Each Module: Modules are developed without reliance on global variables, allowing multiple instances of the same module to run without conflict.
Multiple Instances of Orchestrated Pipelines: Supports concurrent or sequential execution of multiple orchestrated pipelines within a single process.

Dynamic Switching of Distribution Configurations: Modules can be distributed across different processes and threads for high availability, high concurrency, and easier hot-updating.
Decoupling of Distribution Configuration: Distribution configurations are decoupled from both module code and compilation/build processes, simplifying deployment.

Support for Control and Data Planes: The framework supports both command invocation and raw data transmission (audio/video/data) between modules.
Support for Inter-process and Inter-thread Communication: Modules can handle external input/output operations across processes and threads simultaneously.
RPC Essence: External input/output operations have RPC characteristics, enabling seamless module integration across different processes.
Trigger Multiple Downstream Components: A single action can trigger multiple downstream modules, with aggregated responses returned to the original module.
Declarative External Input/Output: Interfaces can be statically declared, allowing for static checks by offline tools.
Simplified External Input/Output Code: Function call interfaces, ideally auto-generated, simplify coding for module developers.
Support for Non-serializable Data: The architecture supports transmitting non-serializable data, with tools automatically recognizing and tagging such usage.
Transparent Inter-process Communication: Underlying transmission logic is abstracted away by the platform, simplifying cross-process interactions.
Support for Synchronous and Asynchronous Control Plane Operations: The control plane supports both synchronous and asynchronous interactions, allowing for bidirectional command and response flows.
Support for Restricted Execution Context: Enables synchronous interaction between modules within the same thread.

Freedom to Use Third-party Libraries: Modules can freely utilize third-party libraries to achieve desired functionalities.
Freedom to Utilize Operating System Features: Developers can freely create and terminate native threads within modules, offering maximum development flexibility.

Support for Multiple Programming Languages: The framework supports modules written in various languages (e.g., C/C++, Go, Java, Python), enabling diverse development environments.
Cross-language Module Integration: Modules written in different languages can run together within the same process.
Unified Interaction Across Languages: Modules have consistent interfaces and behaviors across different languages.
Unified Data Types Across Languages: The platform provides unified data types, ensuring consistent data exchange across different programming languages.

UI Provider: The architecture supports backend services providing UI components for the frontend.
RESTful Interface: Backend services can expose RESTful interfaces for client interactions.
Non-intrusive Integration with Existing Services: The framework can be integrated into existing services without requiring a complete rewrite.
Single-threaded Operation: The framework can function as a standalone process or as a thread within an existing service, avoiding conflicts with existing business logic.

Diverse Testing Mechanisms: The framework supports various testing strategies, including unit tests, integration tests, module testing, and black-box testing.
Independent Module Testing: Modules can be tested independently, facilitating thorough and effective testing.

Package Manager: The framework includes CLI and package managers for managing modules and their combinations.
Orchestration Tools: GUI tools are available for offline development and orchestration, enhancing the developer experience.
Visual Debugging Tools: The architecture supports visual debugging tools to help visualize module interactions.

High Concurrency of Orchestrated Pipelines: The platform supports at least 100 concurrent instances of orchestrated pipelines within a single process.
High Concurrency of RESTful Interfaces: The platform can support over 20,000 RESTful clients in a single process.
High Concurrency of Non-RESTful Interfaces: The platform can support over 1,000 non-RESTful clients in a single process.