# README.md
# agentmatrix Package
A Python package that implements agentmatrix a multi-agent system for processing queries using DuckDuckGo and LLM agents.
## Installation
```bash
pip install agentmatrix
```
## Usage
```python
from agentmatrix import MultiAgentSystem
# Initialize the system
mas = MultiAgentSystem()
# Add agents
mas.add_duckduckgo_agent()
mas.add_llm_agent(api_key="your-api-key", model="gpt-4")
# Process a query
result = mas.process_query(
search_term="Your search term",
expert_type="Expert type",
expert_description="Expert description",
user_prompt="Your prompt",
response_format="json",
listed_urls=["https://example.com"]
)
print(result)
```
## License
This project is licensed under the MIT License.
# requirements.txt
requests==2.26.0
openai==0.27.0
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