agent.py

from langchain_community.tools import DuckDuckGoSearchRun
from langchain_ollama import ChatOllama

from agents.multi import build_harmonic_graph
from agents.mcp import load_tools

_MCP_URL = "https://ohollo-harmonic-analysis.hf.space/gradio_api/mcp/sse"
_llm = ChatOllama(model="qwen2.5:7b", base_url="http://172.20.96.1:11434")

mcp_tools = load_tools(_MCP_URL)
search_tools = [DuckDuckGoSearchRun()]

app = build_harmonic_graph(_llm, _llm, mcp_tools, search_tools)