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soltanoff / sgr_assistant.py

Created August 26, 2025 22:13 — forked from sb-static/sgr_assistant.py

SGR Demo - assistant based on small LLM (Qwen3-4B) using llama.cpp and Schema-Guided Reasoning (SGR)

	"""
	This Python code demonstrates Schema-Guided Reasoning (SGR) with llama.cpp and small model - Qwen3-4B Q8_0. It:

	- implements a business agent capable of planning and reasoning
	- implements tool calling using only SGR and simple dispatch
	- uses with a simple (inexpensive) non-reasoning model for that

	This demo is modified from https://abdullin.com/schema-guided-reasoning/demo to support local llm

	Test model: Qwen3-4B-Instruct-2507-Q8_0 (https://huggingface.co/unsloth/Qwen3-4B-Instruct-2507-GGUF/resolve/main/Qwen3-4B-Instruct-2507-Q8_0.gguf)

soltanoff / schema-guided-reasoning.py

Created August 26, 2025 21:17 — forked from abdullin/schema-guided-reasoning.py

Demo for a Schema-Guided Reasoning (Business Assistant)

	"""
	This Python code demonstrates Schema-Guided Reasoning (SGR) with OpenAI. It:

	- implements a business agent capable of planning and reasoning
	- implements tool calling using only SGR and simple dispatch
	- uses with a simple (inexpensive) non-reasoning model for that

	To give this agent something to work with, we ask it to help with running
	a small business - selling courses to help to achieve AGI faster.

soltanoff / dnsmasq OS X.md

Created April 13, 2022 09:43 — forked from ogrrd/dnsmasq OS X.md

Setup dnsmasq on OS X

Never touch your local /etc/hosts file in OS X again

To setup your computer to work with *.test domains, e.g. project.test, awesome.test and so on, without having to add to your hosts file each time.

soltanoff / wtf.js

Created June 19, 2018 08:48 — forked from MichalZalecki/wtf.js