Next Gen UI Core Functionality

This module is part of the Next Gen UI Agent project.

This module contains UI Agent Core functionality and frameworks.

Provides

• NextGenUIAgent providing agent configuration and methods for individual processing steps
• Produced UI Data Blocks:
  • LLM selected and configured dynamic componets
    • Supported: one-card, image, video-player
    • Tech-Preview: set-of-cards, table
  • Hand build components
• Extensible framework for "data transformation" step
• Plugable "UI renderer" framework for UI components rendering
  • Default json renderer used to send definitions to client-side renderers
• Abstraction of the LLM inference
  • InferenceBase interface used by UI Agent
  • LangChainModelInference implementation using LangChain chat_models.

Installation

pip install -U next_gen_ui_agent

Interface usage

from next_gen_ui_agent import NextGenUIAgent

inference = # any AI framework inference

agent = NextGenUIAgent(
    inference=LlamaStackInference(model="ollama:llama3.2"),
)

# API is not very friendly ATM, as you have to call methods for individual processing steps. We plan to improve it iit the near future.

Links

• Documentation
• Source Codes
• Contributing