⚡ Tiny Model. Giant Possibilities. ⚡
A local‑first agentic toolkit powered entirely by a Qwen3 1.77B parameter LLM running on your machine.

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🧠 Why g023's Local AI Agentic gTools?

g023's Local AI Agentic gTools is an experimental LLM toolbox. It’s minimal, elegant, and fully local agentic tooling and examples that should make it easy to apply/adapt to other uses. Every tool/example runs entirely on your hardware, driven by a single Qwen3 1.77 billion parameter model that is sufficient for some degree of reasoning and tool use.

No cloud. No API keys. No hidden costs. Just a tiny, blazing‑fast model and some python tools to show how far small models can go.

ALL AGENTIC TOOLS USE https://huggingface.co/g023/Qwen3-1.77B-g023-GGUF:Q8_0

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✨ Features

Feature	Description
🧩 Modular Toolkit	Independent, reusable Python modules for building/learning/understanding/improving agentic systems.
🏠 100% Local	Runs entirely on your machine via Ollama—privacy‑first, low latency.

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🚀 Quick Start

Prerequisites

• Ollama installed and running.
• Python 3.10+.
• https://huggingface.co/g023/Qwen3-1.77B-g023-GGUF:Q8_0 installed in ollama:

  ollama pull hf.co/g023/Qwen3-1.77B-g023-GGUF:Q8_0
  

Installation

git clone https://github.com/g023/gtools.git
cd gtools

Standalone Examples:

python3 llm_bash_agent_simple.py 

python3 llm_bash_agent_advanced.py 

python3 llm_judge_test.py 

python3 llm_react_agent.py