jakebellacera

// How to use:
//   1. In VS Code, perform a search.
//   2. Click "Open in editor" to open the search results in a `.code-search` file
//   3. Save the file
//   4. In terminal, run `node export-vscode-search-to-csv.js path/to/results.code-search path/to/exported.csv`

const fs = require("fs");
const path = require("path");
const readline = require("readline");

abdullin

"""
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.

sb-static

"""
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)