Source code for langchain.agents.agent_types
"""Module definitions of agent types together with corresponding agents."""
from enum import Enum
from langchain_core._api import deprecated
[docs]@deprecated(
"0.1.0",
message=(
"Use new agent constructor methods like create_react_agent, create_json_agent, "
"create_structured_chat_agent, etc."
),
removal="1.0",
)
class AgentType(str, Enum):
"""An enum for agent types.
See documentation: https://python.langchain.com/docs/modules/agents/agent_types/
"""
ZERO_SHOT_REACT_DESCRIPTION = "zero-shot-react-description"
"""A zero shot agent that does a reasoning step before acting."""
REACT_DOCSTORE = "react-docstore"
"""A zero shot agent that does a reasoning step before acting.
This agent has access to a document store that allows it to look up
relevant information to answering the question.
"""
SELF_ASK_WITH_SEARCH = "self-ask-with-search"
"""An agent that breaks down a complex question into a series of simpler questions.
This agent uses a search tool to look up answers to the simpler questions
in order to answer the original complex question.
"""
CONVERSATIONAL_REACT_DESCRIPTION = "conversational-react-description"
CHAT_ZERO_SHOT_REACT_DESCRIPTION = "chat-zero-shot-react-description"
"""A zero shot agent that does a reasoning step before acting.
This agent is designed to be used in conjunction
"""
CHAT_CONVERSATIONAL_REACT_DESCRIPTION = "chat-conversational-react-description"
STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION = (
"structured-chat-zero-shot-react-description"
)
"""An zero-shot react agent optimized for chat models.
This agent is capable of invoking tools that have multiple inputs.
"""
OPENAI_FUNCTIONS = "openai-functions"
"""An agent optimized for using open AI functions."""
OPENAI_MULTI_FUNCTIONS = "openai-multi-functions"