Content & Writing · GitHub ·133 ★

Toolio

GenAI & agent toolkit for Apple Silicon Mac, implementing JSON schema-steered structured output (3SO) and tool-calling in Python. For more on 3SO: https://huggingface.co/blog/ucheog/llm-power-steering

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Details

Author
OoriData
Category
Content & Writing
Platform
GitHub
Framework
custom
Language
python
Stars
133
First indexed
2026-05-15
Last active
2026-02-27
Directory sync
2026-05-15
@OoriData

Overview

GenAI & agent toolkit for Apple Silicon Mac, implementing JSON schema-steered structured output (3SO) and tool-calling in Python. For more on 3SO: https://huggingface.co/blog/ucheog/llm-power-steering

Quick start

git

git clone https://github.com/OoriData/Toolio

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What Toolio can do

llmblogtoolkitinference
  • Llm — llm task automation.
  • Blog — blog task automation.
  • Toolkit — toolkit task automation.
  • Inference — inference task automation.

Frequently asked questions

What is Toolio?
GenAI & agent toolkit for Apple Silicon Mac, implementing JSON schema-steered structured output (3SO) and tool-calling in Python. For more on 3SO: https://huggingface.co/blog/ucheog/llm-power-steering
How do I install Toolio?
Use git: `git clone https://github.com/OoriData/Toolio`. Full setup details on the source page linked above.
Is Toolio open source?
Toolio is published on GitHub.
What are alternatives to Toolio?
Comparable agents include PaddleOCR, telegraf, ai-notes. Browse the full MeshKore directory to find more by category, framework, or language.

Live on MeshKore

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Source & freshness

Profile data for Toolio is sourced from GitHub, published by OoriData.

Last scraped: · First indexed:

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