superoptix


Namesuperoptix JSON
Version 0.1.0b12 PyPI version JSON
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home_pageNone
SummaryFull Stack Agentic AI Framework
upload_time2025-08-07 00:07:14
maintainerNone
docs_urlNone
authorNone
requires_python>=3.11
licenseProprietary License Copyright (c) 2024 Superagentic AI. All rights reserved. This software and associated documentation files (the "Software") are the proprietary and confidential information of Superagentic AI. The Software is licensed, not sold. Permission is hereby granted to use the Software for AI agent development and orchestration, subject to the following conditions: 1. The Software may only be used in accordance with the SuperOptiX License Agreement 2. No redistribution, modification, or reverse engineering of the Software is permitted 3. The Software may not be used to create competing products or services 4. All copies must include this copyright notice and license terms 5. The Software may be used for commercial and non-commercial purposes within your organization THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. For licensing inquiries, contact: licensing@super-agentic.ai
keywords agent-development agent-framework agent-memory agent-observability agent-orchestration agent-testing agents ai ai-agents ai-development ai-memory ai-observability ai-testing artificial-intelligence autonomous bdd context-engineering dspy dspy-ai evaluation framework llm llm-framework llm-optimization machine-learning memory multi-agent observability optimization orchestration prompt-engineering prompt-optimization rag semantic-search superspec testing vector-database
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            <div align="center">
  <h1>🚀 SuperOptiX AI</h1>
  
  <h3><strong>Full Stack Agentic AI Framework</strong></h3>
  
  <div style="margin: 20px 0;">
    <a href="https://badge.fury.io/py/superoptix">
      <img src="https://badge.fury.io/py/superoptix.svg" alt="PyPI version" />
    </a>
    <a href="LICENCE">
      <img src="https://img.shields.io/badge/License-Proprietary-red.svg" alt="License: Proprietary" />
    </a>
    <a href="https://www.python.org/downloads/">
      <img src="https://img.shields.io/badge/python-3.11+-blue.svg" alt="Python 3.11+" />
    </a>
    <a href="https://superoptix.ai">
      <img src="https://img.shields.io/badge/Website-superoptix.ai-blue.svg" alt="Website" />
    </a>
    <a href="https://github.com/SuperagenticAI/superoptix-ai">
      <img src="https://img.shields.io/badge/GitHub-SuperOptiX-green.svg" alt="GitHub" />
    </a>
  </div>
  
  <p style="font-size: 1.2em; color: #666; margin: 20px 0;">
    <strong>Evaluation-First • Optimization-Core • Orchestration-Ready</strong>
  </p>
</div>

---

## 🎯 Quick Start

```bash
# Install SuperOptiX
pip install superoptix

# Or with uv
uv pip install superoptix

# Install GPT-OSS models (OpenAI's latest open-source models)
super model install gpt-oss:20b   # Advanced reasoning
super model install gpt-oss:120b  # Production-level reasoning

# Follow the steps 
super docs
```

## 🤖 GPT-OSS Model Support

SuperOptiX now supports **OpenAI's latest open-source models** with **native Apple Silicon support**:

- **GPT-OSS-20B**: 21B parameters (3.6B active) - Perfect for advanced reasoning
- **GPT-OSS-120B**: 117B parameters (5.1B active) - Production-ready for complex tasks

**🍎 Apple Silicon Support:**
- **MLX-LM v0.26.3**: Native Apple Silicon support with proper MXFP4 quantization
- **Ollama GGUF**: Optimized format for best performance (19.7 t/s)
- **Multiple Backend Options**: Choose between MLX (native) and Ollama (performance)

**Key Features:**
- 🔓 **Apache 2.0 License** - Build freely without restrictions
- ⚡ **Native MXFP4 Quantization** - Optimized for efficient inference
- 🍎 **Apple Silicon Native** - No more mixed precision issues

**Usage:**
```bash
# MLX-LM (native Apple Silicon support)
super model run openai_gpt-oss-20b "prompt" --backend mlx

# Ollama (best performance)
super model run gpt-oss:20b "prompt" --backend ollama
```

**Resources:**
- [GPT-OSS-120B Model](https://huggingface.co/openai/gpt-oss-120b) - HuggingFace repository
- [GPT-OSS-20B Model](https://huggingface.co/openai/gpt-oss-20b) - HuggingFace repository
- [Ollama Library](https://ollama.com/library/gpt-oss) - Ollama model library

---

## 📚 Learn More

| Resource | Description | Link |
|----------|-------------|------|
| 🌐 **Website** | Learn about our vision and solutions | [superoptix.ai](https://superoptix.ai) |
| 📖 **GitHub** | Source code and project repository | [@SuperagenticAI/superoptix-ai](https://github.com/SuperagenticAI/superoptix-ai) |
| 📦 **PyPI** | Install via pip | [superoptix](https://pypi.org/project/superoptix/) |


---

## 🆘 Support

<div align="center" style="margin: 20px 0;">
  <a href="https://superoptix.ai" style="text-decoration: none; margin: 0 10px;">
    <img src="https://img.shields.io/badge/Website-superoptix.ai-blue.svg" alt="Website" />
  </a>
  <a href="https://github.com/SuperagenticAI/superoptix-ai" style="text-decoration: none; margin: 0 10px;">
    <img src="https://img.shields.io/badge/GitHub-SuperOptiX-green.svg" alt="GitHub" />
  </a>
  <a href="https://pypi.org/project/superoptix/" style="text-decoration: none; margin: 0 10px;">
    <img src="https://img.shields.io/badge/PyPI-superoptix-orange.svg" alt="PyPI" />
  </a>
</div>

---

## 📄 License

This project is licensed under a proprietary license. For licensing inquiries, contact [licensing@super-agentic.ai](mailto:licensing@super-agentic.ai).

---

<div align="center" style="margin: 40px 0; padding: 20px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; border-radius: 10px;">
  <h2>🚀 Ready to Build the Future?</h2>
  <p style="font-size: 1.1em; margin: 10px 0;">
    <strong>Start with SuperOptiX • Read the Docs • Join the Revolution</strong>
  </p>
  <p style="margin: 10px 0;">
    <em>Powered by DSPy. Refined by Superagentic AI.</em>
  </p>
</div>

            

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    "description": "<div align=\"center\">\n  <h1>\ud83d\ude80 SuperOptiX AI</h1>\n  \n  <h3><strong>Full Stack Agentic AI Framework</strong></h3>\n  \n  <div style=\"margin: 20px 0;\">\n    <a href=\"https://badge.fury.io/py/superoptix\">\n      <img src=\"https://badge.fury.io/py/superoptix.svg\" alt=\"PyPI version\" />\n    </a>\n    <a href=\"LICENCE\">\n      <img src=\"https://img.shields.io/badge/License-Proprietary-red.svg\" alt=\"License: Proprietary\" />\n    </a>\n    <a href=\"https://www.python.org/downloads/\">\n      <img src=\"https://img.shields.io/badge/python-3.11+-blue.svg\" alt=\"Python 3.11+\" />\n    </a>\n    <a href=\"https://superoptix.ai\">\n      <img src=\"https://img.shields.io/badge/Website-superoptix.ai-blue.svg\" alt=\"Website\" />\n    </a>\n    <a href=\"https://github.com/SuperagenticAI/superoptix-ai\">\n      <img src=\"https://img.shields.io/badge/GitHub-SuperOptiX-green.svg\" alt=\"GitHub\" />\n    </a>\n  </div>\n  \n  <p style=\"font-size: 1.2em; color: #666; margin: 20px 0;\">\n    <strong>Evaluation-First \u2022 Optimization-Core \u2022 Orchestration-Ready</strong>\n  </p>\n</div>\n\n---\n\n## \ud83c\udfaf Quick Start\n\n```bash\n# Install SuperOptiX\npip install superoptix\n\n# Or with uv\nuv pip install superoptix\n\n# Install GPT-OSS models (OpenAI's latest open-source models)\nsuper model install gpt-oss:20b   # Advanced reasoning\nsuper model install gpt-oss:120b  # Production-level reasoning\n\n# Follow the steps \nsuper docs\n```\n\n## \ud83e\udd16 GPT-OSS Model Support\n\nSuperOptiX now supports **OpenAI's latest open-source models** with **native Apple Silicon support**:\n\n- **GPT-OSS-20B**: 21B parameters (3.6B active) - Perfect for advanced reasoning\n- **GPT-OSS-120B**: 117B parameters (5.1B active) - Production-ready for complex tasks\n\n**\ud83c\udf4e Apple Silicon Support:**\n- **MLX-LM v0.26.3**: Native Apple Silicon support with proper MXFP4 quantization\n- **Ollama GGUF**: Optimized format for best performance (19.7 t/s)\n- **Multiple Backend Options**: Choose between MLX (native) and Ollama (performance)\n\n**Key Features:**\n- \ud83d\udd13 **Apache 2.0 License** - Build freely without restrictions\n- \u26a1 **Native MXFP4 Quantization** - Optimized for efficient inference\n- \ud83c\udf4e **Apple Silicon Native** - No more mixed precision issues\n\n**Usage:**\n```bash\n# MLX-LM (native Apple Silicon support)\nsuper model run openai_gpt-oss-20b \"prompt\" --backend mlx\n\n# Ollama (best performance)\nsuper model run gpt-oss:20b \"prompt\" --backend ollama\n```\n\n**Resources:**\n- [GPT-OSS-120B Model](https://huggingface.co/openai/gpt-oss-120b) - HuggingFace repository\n- [GPT-OSS-20B Model](https://huggingface.co/openai/gpt-oss-20b) - HuggingFace repository\n- [Ollama Library](https://ollama.com/library/gpt-oss) - Ollama model library\n\n---\n\n## \ud83d\udcda Learn More\n\n| Resource | Description | Link |\n|----------|-------------|------|\n| \ud83c\udf10 **Website** | Learn about our vision and solutions | [superoptix.ai](https://superoptix.ai) |\n| \ud83d\udcd6 **GitHub** | Source code and project repository | [@SuperagenticAI/superoptix-ai](https://github.com/SuperagenticAI/superoptix-ai) |\n| \ud83d\udce6 **PyPI** | Install via pip | [superoptix](https://pypi.org/project/superoptix/) |\n\n\n---\n\n## \ud83c\udd98 Support\n\n<div align=\"center\" style=\"margin: 20px 0;\">\n  <a href=\"https://superoptix.ai\" style=\"text-decoration: none; margin: 0 10px;\">\n    <img src=\"https://img.shields.io/badge/Website-superoptix.ai-blue.svg\" alt=\"Website\" />\n  </a>\n  <a href=\"https://github.com/SuperagenticAI/superoptix-ai\" style=\"text-decoration: none; margin: 0 10px;\">\n    <img src=\"https://img.shields.io/badge/GitHub-SuperOptiX-green.svg\" alt=\"GitHub\" />\n  </a>\n  <a href=\"https://pypi.org/project/superoptix/\" style=\"text-decoration: none; margin: 0 10px;\">\n    <img src=\"https://img.shields.io/badge/PyPI-superoptix-orange.svg\" alt=\"PyPI\" />\n  </a>\n</div>\n\n---\n\n## \ud83d\udcc4 License\n\nThis project is licensed under a proprietary license. For licensing inquiries, contact [licensing@super-agentic.ai](mailto:licensing@super-agentic.ai).\n\n---\n\n<div align=\"center\" style=\"margin: 40px 0; padding: 20px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; border-radius: 10px;\">\n  <h2>\ud83d\ude80 Ready to Build the Future?</h2>\n  <p style=\"font-size: 1.1em; margin: 10px 0;\">\n    <strong>Start with SuperOptiX \u2022 Read the Docs \u2022 Join the Revolution</strong>\n  </p>\n  <p style=\"margin: 10px 0;\">\n    <em>Powered by DSPy. Refined by Superagentic AI.</em>\n  </p>\n</div>\n",
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