| 1 | from typing import Dict, List, Optional |
| 2 | from langchain.agents import AgentExecutor, create_openai_tools_agent |
| 3 | from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder |
| 4 | from langchain_core.messages import HumanMessage, AIMessage |
nothing calls this directly
no test coverage detected