
#  Hybrid Hierarchical-Cluster Swarm (HHCS) Example

1. Get your GROQ api key
2. Create a `.env` file in the root directory and add your API key: `GROQ_API_KEY`
3. Write the following code:
4. Run the file

```python

from swarms import Agent, SwarmRouter, HybridHierarchicalClusterSwarm


# Core Legal Agent Definitions with short, simple prompts
litigation_agent = Agent(
    agent_name="Litigator",
    system_prompt="You handle lawsuits. Analyze facts, build arguments, and develop case strategy.",
    model_name="groq/deepseek-r1-distill-qwen-32b",
    max_loops=1,
)

corporate_agent = Agent(
    agent_name="Corporate-Attorney",
    system_prompt="You handle business law. Advise on corporate structure, governance, and transactions.",
    model_name="groq/deepseek-r1-distill-qwen-32b",
    max_loops=1,
)

ip_agent = Agent(
    agent_name="IP-Attorney",
    system_prompt="You protect intellectual property. Handle patents, trademarks, copyrights, and trade secrets.",
    model_name="groq/deepseek-r1-distill-qwen-32b",
    max_loops=1,
)

employment_agent = Agent(
    agent_name="Employment-Attorney",
    system_prompt="You handle workplace matters. Address hiring, termination, discrimination, and labor issues.",
    model_name="groq/deepseek-r1-distill-qwen-32b",
    max_loops=1,
)

paralegal_agent = Agent(
    agent_name="Paralegal",
    system_prompt="You assist attorneys. Conduct research, draft documents, and organize case files.",
    model_name="groq/deepseek-r1-distill-qwen-32b",
    max_loops=1,
)

doc_review_agent = Agent(
    agent_name="Document-Reviewer",
    system_prompt="You examine documents. Extract key information and identify relevant content.",
    model_name="groq/deepseek-r1-distill-qwen-32b",
    max_loops=1,
)

# Practice Area Swarm Routers
litigation_swarm = SwarmRouter(
    name="litigation-practice",
    description="Handle all aspects of litigation",
    agents=[litigation_agent, paralegal_agent, doc_review_agent],
    swarm_type="SequentialWorkflow",
)

corporate_swarm = SwarmRouter(
    name="corporate-practice",
    description="Handle business and corporate legal matters",
    agents=[corporate_agent, paralegal_agent],
    swarm_type="SequentialWorkflow",
)

ip_swarm = SwarmRouter(
    name="ip-practice",
    description="Handle intellectual property matters",
    agents=[ip_agent, paralegal_agent],
    swarm_type="SequentialWorkflow",
)

employment_swarm = SwarmRouter(
    name="employment-practice",
    description="Handle employment and labor law matters",
    agents=[employment_agent, paralegal_agent],
    swarm_type="SequentialWorkflow",
)

# Cross-functional Swarm Router
m_and_a_swarm = SwarmRouter(
    name="mergers-acquisitions",
    description="Handle mergers and acquisitions",
    agents=[
        corporate_agent,
        ip_agent,
        employment_agent,
        doc_review_agent,
    ],
    swarm_type="ConcurrentWorkflow",
)

dispute_swarm = SwarmRouter(
    name="dispute-resolution",
    description="Handle complex disputes requiring multiple specialties",
    agents=[litigation_agent, corporate_agent, doc_review_agent],
    swarm_type="ConcurrentWorkflow",
)


hybrid_hiearchical_swarm = HybridHierarchicalClusterSwarm(
    name="hybrid-hiearchical-swarm",
    description="A hybrid hiearchical swarm that uses a hybrid hiearchical peer model to solve complex tasks.",
    swarms=[
        litigation_swarm,
        corporate_swarm,
        ip_swarm,
        employment_swarm,
        m_and_a_swarm,
        dispute_swarm,
    ],
    max_loops=1,
    router_agent_model_name="gpt-4o-mini",
)


if __name__ == "__main__":
    hybrid_hiearchical_swarm.run(
        "What is the best way to file for a patent? for ai technology "
    )

```