LLM Tool-Calling Assistant

pip install -r requirements.txt

aiohttp==3.11.18
nest_asyncio==1.6.0
python-dotenv==1.1.0
openai==1.77.0
mcp==1.6.0

python server.py

python client-http.py

python client-openai.py

python client-stdio.py

transport = "sse"

python client-sse.py

What is 8 times 3?

Eight times three is 24.

What are the healthcare benefits available to employees in Singapore?

[
  {
    "question": "What is Singapore's public holiday schedule?",
    "answer": "Singapore observes several public holidays..."
  },
  {
    "question": "How do I apply for permanent residency in Singapore?",
    "answer": "Submit an online application via the ICA website..."
  }
]

LOCAL_LLM_URL = "..."
TOKEN = "your-api-token"
LOCAL_LLM_MODEL = "your-model"