| Name | ultragpt JSON |
| Version |
2.1.0
JSON |
| download |
| home_page | https://github.com/Kawai-Senpai |
| Summary | UltraGPT: A modular library for advanced GPT-based reasoning and step pipelines |
| upload_time | 2025-02-05 12:06:18 |
| maintainer | None |
| docs_url | None |
| author | Ranit Bhowmick |
| requires_python | >=3.6 |
| license | MIT |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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| coveralls test coverage |
No coveralls.
|
# 🤖 UltraGPT
**A powerful and modular library for advanced GPT-based reasoning and step pipelines**
## 🌟 Features
- **📝 Steps Pipeline:** Break down complex tasks into manageable steps
- Automatic step generation and processing
- Verification at each step
- Detailed progress tracking
- **🧠 Reasoning Pipeline:** Advanced reasoning capabilities
- Multi-iteration thought process
- Building upon previous reasoning
- Comprehensive analysis
- **🛠️ Tool Integration:**
- Web search capabilities
- Calculator functionality
- Extensible tool framework
## 📦 Installation
```bash
pip install git+https://github.com/Kawai-Senpai/UltraGPT.git
```
## 🚀 Quick Start
```python
from ultragpt import UltraGPT
if __name__ == "__main__":
# Initialize UltraGPT
ultragpt = UltraGPT(
api_key="your-openai-api-key",
verbose=True
)
# Example chat session
final_output, tokens_used, details = ultragpt.chat([
{"role": "user", "content": "Write a story about an elephant."}
])
print("Final Output:", final_output)
print("Total tokens used:", tokens_used)
```
## 📚 Advanced Usage
### Customizing Pipeline Settings
```python
ultragpt = UltraGPT(
api_key="your-openai-api-key",
model="gpt-4o", # Specify model
temperature=0.7, # Adjust creativity
reasoning_iterations=3, # Set reasoning depth
steps_pipeline=True,
reasoning_pipeline=True,
verbose=True
)
```
### Using Tools
```python
ultragpt = UltraGPT(
api_key="your-openai-api-key",
tools=["web-search", "calculator"],
tools_config={
"web-search": {
"max_results": 1,
"model": "gpt-4o"
},
"calculator": {
"model": "gpt-4o"
}
}
)
```
## 🔧 Configuration Options
| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `api_key` | str | Required | Your OpenAI API key |
| `model` | str | "gpt-4o" | Model to use |
| `temperature` | float | 0.7 | Output randomness |
| `reasoning_iterations` | int | 3 | Number of reasoning steps |
| `tools` | list | [] | Enabled tools |
| `verbose` | bool | False | Enable detailed logging |
## 🌐 Tool System
UltraGPT supports various tools to enhance its capabilities:
### Web Search
- Performs intelligent web searches
- Summarizes findings
- Integrates results into responses
### Calculator
- Handles mathematical operations
- Supports complex calculations
- Provides step-by-step solutions
## 🔄 Pipeline System
### Steps Pipeline
1. Task Analysis
2. Step Generation
3. Step-by-Step Execution
4. Progress Verification
5. Final Compilation
### Reasoning Pipeline
1. Initial Analysis
2. Multi-iteration Thinking
3. Thought Development
4. Conclusion Formation
## 📋 Requirements
- Python 3.6+
- OpenAI API key
- Internet connection (for web tools)
## 🤝 Contributing
Contributions are always welcome! Here's how you can help:
1. Fork the repository
2. Create a new branch (`git checkout -b feature/improvement`)
3. Make changes
4. Commit (`git commit -am 'Add new feature'`)
5. Push (`git push origin feature/improvement`)
6. Open a Pull Request
## 📝 License
This project is MIT licensed - see the [LICENSE](LICENSE) file for details.
## 👥 Author
**Ranit Bhowmick**
- Email: bhowmickranitking@duck.com
- GitHub: [@Kawai-Senpai](https://github.com/Kawai-Senpai)
---
<div align="center">
Made with ❤️ by Ranit Bhowmick
</div>
Raw data
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"description": "# \ud83e\udd16 UltraGPT\r\n\r\n**A powerful and modular library for advanced GPT-based reasoning and step pipelines**\r\n\r\n## \ud83c\udf1f Features\r\n\r\n- **\ud83d\udcdd Steps Pipeline:** Break down complex tasks into manageable steps\r\n - Automatic step generation and processing\r\n - Verification at each step\r\n - Detailed progress tracking\r\n\r\n- **\ud83e\udde0 Reasoning Pipeline:** Advanced reasoning capabilities\r\n - Multi-iteration thought process\r\n - Building upon previous reasoning\r\n - Comprehensive analysis\r\n\r\n- **\ud83d\udee0\ufe0f Tool Integration:** \r\n - Web search capabilities\r\n - Calculator functionality\r\n - Extensible tool framework\r\n\r\n## \ud83d\udce6 Installation\r\n\r\n```bash\r\npip install git+https://github.com/Kawai-Senpai/UltraGPT.git\r\n```\r\n\r\n## \ud83d\ude80 Quick Start\r\n\r\n```python\r\nfrom ultragpt import UltraGPT\r\n\r\nif __name__ == \"__main__\":\r\n # Initialize UltraGPT\r\n ultragpt = UltraGPT(\r\n api_key=\"your-openai-api-key\",\r\n verbose=True\r\n )\r\n\r\n # Example chat session\r\n final_output, tokens_used, details = ultragpt.chat([\r\n {\"role\": \"user\", \"content\": \"Write a story about an elephant.\"}\r\n ])\r\n\r\n print(\"Final Output:\", final_output)\r\n print(\"Total tokens used:\", tokens_used)\r\n```\r\n\r\n## \ud83d\udcda Advanced Usage\r\n\r\n### Customizing Pipeline Settings\r\n\r\n```python\r\nultragpt = UltraGPT(\r\n api_key=\"your-openai-api-key\",\r\n model=\"gpt-4o\", # Specify model\r\n temperature=0.7, # Adjust creativity\r\n reasoning_iterations=3, # Set reasoning depth\r\n steps_pipeline=True,\r\n reasoning_pipeline=True,\r\n verbose=True\r\n)\r\n```\r\n\r\n### Using Tools\r\n\r\n```python\r\nultragpt = UltraGPT(\r\n api_key=\"your-openai-api-key\",\r\n tools=[\"web-search\", \"calculator\"],\r\n tools_config={\r\n \"web-search\": {\r\n \"max_results\": 1,\r\n \"model\": \"gpt-4o\"\r\n },\r\n \"calculator\": {\r\n \"model\": \"gpt-4o\"\r\n }\r\n }\r\n)\r\n```\r\n\r\n## \ud83d\udd27 Configuration Options\r\n\r\n| Parameter | Type | Default | Description |\r\n|-----------|------|---------|-------------|\r\n| `api_key` | str | Required | Your OpenAI API key |\r\n| `model` | str | \"gpt-4o\" | Model to use |\r\n| `temperature` | float | 0.7 | Output randomness |\r\n| `reasoning_iterations` | int | 3 | Number of reasoning steps |\r\n| `tools` | list | [] | Enabled tools |\r\n| `verbose` | bool | False | Enable detailed logging |\r\n\r\n## \ud83c\udf10 Tool System\r\n\r\nUltraGPT supports various tools to enhance its capabilities:\r\n\r\n### Web Search\r\n- Performs intelligent web searches\r\n- Summarizes findings\r\n- Integrates results into responses\r\n\r\n### Calculator\r\n- Handles mathematical operations\r\n- Supports complex calculations\r\n- Provides step-by-step solutions\r\n\r\n## \ud83d\udd04 Pipeline System\r\n\r\n### Steps Pipeline\r\n1. Task Analysis\r\n2. Step Generation\r\n3. Step-by-Step Execution\r\n4. Progress Verification\r\n5. Final Compilation\r\n\r\n### Reasoning Pipeline\r\n1. Initial Analysis\r\n2. Multi-iteration Thinking\r\n3. Thought Development\r\n4. Conclusion Formation\r\n\r\n## \ud83d\udccb Requirements\r\n\r\n- Python 3.6+\r\n- OpenAI API key\r\n- Internet connection (for web tools)\r\n\r\n## \ud83e\udd1d Contributing\r\n\r\nContributions are always welcome! Here's how you can help:\r\n\r\n1. Fork the repository\r\n2. Create a new branch (`git checkout -b feature/improvement`)\r\n3. Make changes\r\n4. Commit (`git commit -am 'Add new feature'`)\r\n5. Push (`git push origin feature/improvement`)\r\n6. Open a Pull Request\r\n\r\n## \ud83d\udcdd License\r\n\r\nThis project is MIT licensed - see the [LICENSE](LICENSE) file for details.\r\n\r\n## \ud83d\udc65 Author\r\n\r\n**Ranit Bhowmick**\r\n- Email: bhowmickranitking@duck.com\r\n- GitHub: [@Kawai-Senpai](https://github.com/Kawai-Senpai)\r\n\r\n---\r\n\r\n<div align=\"center\">\r\nMade with \u2764\ufe0f by Ranit Bhowmick\r\n</div>\r\n",
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