!pip install sineps
import sineps

client = sineps.Client(SINEPS_API_KEY)

query = "How do neural networks work in machine learning?"

routes = [
    {
        "name": "mathematics",
        "description": "Assign queries to this route when they are related to mathematics.",
        "utterances": [
            "What is the Pythagorean theorem?",
            "Can you explain the concept of integrals?",
            "What are the different types of symmetry in geometry?",
        ],
    },
    {
        "name": "computer_science",
        "description": "Assign queries to this route when they are related to computer science.",
        "utterances": [
            "What is the difference between Java and Python?",
            "How does deep learning work?",
            "What are the main principles of object-oriented programming?",
        ],
    },
    {
        "name": "biology",
        "description": "Assign queries to this route when they are related to biology.",
        "utterances": [
            "How do photosynthesis and cellular respiration differ?",
            "What is the structure of a DNA molecule?",
            "How do ecosystems maintain balance?",
        ],
    },
]


response = client.exec_intent_router(query=query, routes=routes, allow_none=True)

print(f"{response.result.routes[0].name}")

# computer_science