agentiq

An advanced AI-powered application that integrates multiple cutting-edge technologies to create a more dynamic, context-aware, and powerful conversational experience.

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Added on 3/28/2025

When MCP is Boosted by NVIDIA AgentIQ and NIM's Super Power โšก๐Ÿง 

This project is an advanced AI-powered application that integrates multiple cutting-edge technologies to create a more dynamic, context-aware, and powerful conversational experience.

๐Ÿš€ Overview

At the core of this stack is Anthropic MCP (via FastMCP) and GPT-4o-mini, orchestrated with LangGraph, and presented via a Streamlit frontend. We've supercharged it with NVIDIA's AgentIQ Workflow and NIM Inference Microservice, bringing in the power of reasoning with NVIDIAโ€™s Llama3 Nemotron Super 49B model (R1 version).

๐Ÿ”Œ Tech Stack

  • ๐Ÿง  NVIDIA AgentIQ โ€“ Agentic workflow framework with tool-use capabilities
  • ๐Ÿ“ฆ NVIDIA NIM โ€“ Model deployment and inference microservice
  • ๐Ÿฆ™ NVIDIA Llama3 49B R1 โ€“ nvidia/llama-3_3-nemotron-super-49b-v1
  • ๐Ÿค– Anthropic MCP โ€“ Powered by FastMCP
  • ๐Ÿ”„ GPT-4o-mini โ€“ As the orchestration model
  • ๐Ÿ”— LangGraph โ€“ Graph-based LLM orchestration for tool-calling agents
  • ๐ŸŒ Streamlit โ€“ For interactive frontend UI
  • ๐Ÿ“ˆ LangFuse โ€“ Monitoring and observability for LLM apps

๐Ÿ’ก Features

  • Natural and dynamic reasoning with large-scale NVIDIA models
  • Tool-using agents enabled by LangGraph and AgentIQ
  • Lightweight frontend for chat interaction
  • Easy deployment using aiq CLI
  • Real-time LLM monitoring and observability with LangFuse

โš™๏ธ Setup & Usage

  1. Run AgentIQ Workflow
    aiq run --config_file workflow.yaml --input "List five subspecies of Aardvarks"