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@OoriData

Oori

Expert data & software engineering for AI. Privately-hosted models.

Oori Data

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Introduction

We are a team of expert data engineers working in the fast-changing world of AI, especially in the form of Large Language Models (LLMs).

Contribution

We created OgbujiPT, an open source python toolkit for using self-hosted large language models (LLMs), but also with support for full-service APIs, such as OpenAI's GPT lineup.

Useful Resources

  • We write about the current state of LLMs and AI on our blog.

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  1. OgbujiPT OgbujiPT Public

    Client-side toolkit for using large language models, including where self-hosted

    Python 114 6

  2. Toolio Toolio Public

    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

    Python 132 6

Repositories

Showing 10 of 17 repositories
  • DF_Godot Public
    OoriData/DF_Godot’s past year of commit activity
    C++ 1 0 10 0 Updated Jan 8, 2026
  • OgbujiPT Public

    Client-side toolkit for using large language models, including where self-hosted

    OoriData/OgbujiPT’s past year of commit activity
    Python 114 Apache-2.0 6 0 1 Updated Dec 20, 2025
  • Onya Public

    Knowledge graph expression, serialization, and Python implementation

    OoriData/Onya’s past year of commit activity
    Python 4 Apache-2.0 0 1 0 Updated Dec 19, 2025
  • Toolio Public

    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

    OoriData/Toolio’s past year of commit activity
    Python 132 6 7 1 Updated Dec 8, 2025
  • WebScout Public

    Web Scout is a tool for monitoring & summarizing web content, iterating over links based on configurable rules, fetching content from each URL and generating reports with LLM-powered summaries and insights.

    OoriData/WebScout’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Dec 6, 2025
  • WordLoom Public

    Word Loom is a convention for expressing language text and templates for AI language model-related uses, for example prompt templates. The format is based on TOML, and word looms are meant to be kept in resource directories for use with code invoking LLMs. Here is a spec and reference implementation.

    OoriData/WordLoom’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Nov 22, 2025
  • Amara Public

    General-purpose web data processing library. URI/IRI handling, MicroXML, MicroXPath & HTML5.

    OoriData/Amara’s past year of commit activity
    Python 2 Apache-2.0 0 1 0 Updated Nov 22, 2025
  • Discord-AI-Agent Public

    Discord bot for supporting AI/LLM chat applications powered by the Model Context Protocol (MCP), allowing for numerous integrations

    OoriData/Discord-AI-Agent’s past year of commit activity
    Python 3 1 0 0 Updated Oct 31, 2025
  • Arkestra Public

    Tools for supporting very simple orchestration for AI workload, inspired by UNIX pipes, but with a Pythonic bent

    OoriData/Arkestra’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Oct 21, 2025
  • DF_Discord Public
    OoriData/DF_Discord’s past year of commit activity
    Python 0 0 49 2 Updated Aug 2, 2025

People

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