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Next Gen UI Core Functionality

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

Module Category Module Status

This module contains UI Agent Core functionality and frameworks.

Provides

  • NextGenUIAgent providing agent configuration and methods for individual processing steps
  • Produced UI Data Blocks:
  • 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.
  • Pluggable and configurable "Input Data Transformation" framework
    • Provided transformers: json, yaml, csv-comma, csv-semicolon, csv-tab, fwctable, noop

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.