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Device Agent AI

An intelligent agent that leverages the Hugging Face quantized model hugging-quants/llama-3.2-3b-instruct hosted on LM Studio to answer user queries. For tasks where the model cannot access real-time information (like the current time), it automatically invokes an internal tool to provide accurate responses.


Features

  • Chat with a local LLaMA 3.2B instruct model using LM Studio
  • Custom tool integration for real-time data (e.g., current time)
  • Asynchronous agent execution for fast responses
  • Fully modular: easily add more tools in the future

Architecture / Workflow

alt text

Project Structure

device-agent-ai/
├─ main.py               # Entry point for the agent
├─ src/
│  ├─ agent.py           # Agent logic and orchestration
│  ├─ model.py           # LM Studio model interface
│  └─ tools.py           # Internal tools (e.g., current time)
├─ requirements.txt      # Python dependencies
└─ README.md

About

An intelligent agent that leverages the Hugging Face quantized model hugging-quants/llama-3.2-3b-instruct hosted on LM Studio to answer user queries. For tasks where the model cannot access real-time information (like the current time), it automatically invokes an internal tool to provide accurate responses.

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