HoloAI 0.4.4

Modular, provider-agnostic AI framework for multi-model orchestration, agent workflows, and vision.

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HoloAI – A modular, provider-agnostic AI framework for multi-model orchestration, agent workflows, and vision."

NOTICE: PLEASE DO NOT INSTALL VERSION 0.1.0 - 0.1.7, 0.2.4 - 0.2.6, and 0.2.9 - 0.3.1 THEY ARE NOT STABLE AND WILL BREAK YOUR PROJECT.

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Overview

HoloAI is a production-grade, multi-provider orchestrator for LLM and vision models.
Supports OpenAI, Google Gemini, Groq, Grok, and Anthropic, with automatic provider inference. Built for:

• Agents & bots
• Workflow automation
• Voice assistants
• Any application needing multi-model, multi-provider intelligence

HoloAI unifies OpenAI, Google Gemini, Groq, Grok, and Anthropic: handling agents, conversation, vision, all from a single interface.

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Fixes

• Fixed response issue when using Anthropics reasoning.

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New Features

• Flexible Skills & Actions
  You can now provide both skills and actions to the model in two ways:
  • Bundled: skills=[skills, actions]
  • Separate: skills=skills, actions=actions

  If only actions is provided (without skills), this will result in an error.
  Skills and actions will be executed if the model chooses to call them.

• Tool/Function calling
• Agent support
• Manual Provider setup (Overrides automatic provider inference using the .env file and model name)
• Can now pass in files as well as images to the model limited only by the models max context window. (pdf, docx, txt) NOTE: images in pdf and docx files are not supported yet. and will be ignored.

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Up Coming Features

• Support for more file and image types

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Key Features

• Universal Provider Support: Instantly switch between OpenAI, Google Gemini, Groq, Grok, and Anthropic—no vendor lock-in.
• Multimodal Ready: Handles text, image, out of the box.
• Automatic Provider Inference: Just specify your model; HoloAI selects the right backend.
• Minimal, Clean API: One interface for all major models—rapid integration.

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Why HoloAI?

Most LLM wrappers lock you into a single vendor or force you to juggle multiple APIs and formats. HoloAI delivers:

• One Framework, any provider.
• No boilerplate, no rewrites.
• Plug-and-play for agents, scripts, automations, or apps.

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Environment

Set API keys as environment variables:

• OPENAI_API_KEY
• ANTHROPIC_API_KEY
• GOOGLE_API_KEY
• GROQ_API_KEY

Only providers with keys set will be loaded.

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Provider Setup (setProvider Usage)

You can configure your providers directly in code—no .env required (unless you want it).
setProvider is flexible and supports all of the following patterns:

1. Single Provider (String)

client = HoloAI()
client.setProvider('OPENAI_API_KEY=sk-xxxx')

Registers only OpenAI as a provider.

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2. Multiple Providers (Tuple of Strings)

client = HoloAI()
client.setProvider((
    'OPENAI_API_KEY=sk-xxxx',
    'ANTHROPIC_API_KEY=claude-xxxx'
))

Registers OpenAI and Anthropic as providers.

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3. Multiple Providers (List of Strings)

client = HoloAI()
client.setProvider([
    'OPENAI_API_KEY=sk-xxxx',
    'ANTHROPIC_API_KEY=claude-xxxx',
    'GOOGLE_API_KEY=g-xxxx',
    'GROQ_API_KEY=gsk-xxxx'
])

Registers all four providers (OpenAI, Anthropic, Google, Groq).

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4. No Arguments: Use Environment Variables or .env If you want to load API keys automatically from environment variables or a .env file, you do not need to call setProvider() at all—just instantiate HoloAI:

client = HoloAI()

Any providers with API keys available in your environment will be registered automatically.

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Tip: You can mix and match—use direct code for development, .env/env for production, or both. Only providers with keys will be registered and available.

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Code Examples

You can find code examples on my GitHub repository.

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License

This project is licensed under the Apache License, Version 2.0. Copyright 2025 Tristan McBride Sr.

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Acknowledgements

Project by:

• Tristan McBride Sr.
• Sybil