dhruv0000

# A helper module that implements tool binding via prompt engineering and JSON parsing.
import json
import re
from uuid import uuid4
from typing import List, Any, Dict, Union, Optional

from langchain_core.messages import AIMessage, BaseMessage, SystemMessage
from langchain_core.runnables import Runnable, RunnableLambda, RunnableConfig
from langchain_core.tools import BaseTool
from langchain_core.utils.function_calling import convert_to_openai_tool