"""Logic for formatting intermediate steps into an agent scratchpad.

Intermediate steps refers to the list of (AgentAction, observation) tuples
that result from previous iterations of the agent.
Depending on the prompting strategy you are using, you may want to format these
differently before passing them into the LLM.
"""
from langchain.agents.format_scratchpad.log import format_log_to_str
from langchain.agents.format_scratchpad.log_to_messages import format_log_to_messages
from langchain.agents.format_scratchpad.openai_functions import (
    format_to_openai_function_messages,
    format_to_openai_functions,
)
from langchain.agents.format_scratchpad.xml import format_xml

__all__ = [
    "format_xml",
    "format_to_openai_function_messages",
    "format_to_openai_functions",
    "format_log_to_str",
    "format_log_to_messages",
]
