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Implement Dynamic Docker Container Generation for Various LLMs in the AI-Builder

The core idea is to dynamically create and manage individual Docker containers based on model names available from the LLM hosting platform and other sources. Users can drag and drop them into their workflows upon successful creation and onboarding in the AI builder.

Initial Design in AI-Builder for the LLMs:
Image 1 Image 2
Steps for the above defined task
  1. Build Dynamic Dockerfiles and Registry Management
    flow2.drawio
  2. Onboarding the Docker containers to the AI-Builder
Drag-and-Drop for LLMs

drag_drop.drawio.svg

Discussion Points:
  1. Automating the dynamic Dockerfile generation and registry management process.
  2. Evaluating the possibility of automating the onboarding process for individual models.
  3. Creating a dedicated section within the AI-Builder’s Design Studio for easy access and management of these models.
Edited by Swetha Lakshmana Murthy