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Project GenAi client node

Node is the serving component of the project backend: an image generation and pipeline builder infrastructure as a service. Node is hosted on the client side and interacts with the server as follows:

  • node recieves an image generation request
  • node performs the task generation, using client computing resources
  • node sends the generation result to the server

Node components:

  • SessionManager class acts as a coordinator: it establishes a session by creating a WebSocket connection to the server and serves the process of data flow between the server and the node
  • TasksManager class is responsible for creating and managing image generation tasks
  • InferenceServer class declares the interface of interaction with Inference. Currently the following types are available depending on the type of inference:
    • AutomaticInferenceServer
    • ComfyUIInferenceServer
    • VoltaMLInferenceServer
    • TestInferenceServer

Inference

Inference is a node part responsible for the image generation process. Сog-comfyui and ai-dock comfyui are integrated into node component as base Docker images - configuration can be found in build directory.

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