vocode-python/vocode/models/agent.py
2023-03-05 14:54:59 -08:00

111 lines
3.3 KiB
Python

from typing import Optional
from enum import Enum
from .model import TypedModel, BaseModel
class AgentType(str, Enum):
BASE = "agent_base"
LLM = "agent_llm"
CHAT_GPT_ALPHA = "agent_chat_gpt_alpha"
CHAT_GPT = "agent_chat_gpt"
ECHO = "agent_echo"
INFORMATION_RETRIEVAL = "agent_information_retrieval"
RESTFUL_USER_IMPLEMENTED = "agent_restful_user_implemented"
WEBSOCKET_USER_IMPLEMENTED = "agent_websocket_user_implemented"
class AgentConfig(TypedModel, type=AgentType.BASE):
initial_message: Optional[str] = None
generate_responses: bool = True
allowed_idle_time_seconds: Optional[float] = None
class LLMAgentConfig(AgentConfig, type=AgentType.LLM):
prompt_preamble: str
expected_first_prompt: Optional[str] = None
class ChatGPTAlphaAgentConfig(AgentConfig, type=AgentType.CHAT_GPT_ALPHA):
prompt_preamble: str
expected_first_prompt: Optional[str] = None
class ChatGPTAgentConfig(AgentConfig, type=AgentType.CHAT_GPT):
prompt_preamble: str
expected_first_prompt: Optional[str] = None
generate_responses: bool = False
class InformationRetrievalAgentConfig(
AgentConfig, type=AgentType.INFORMATION_RETRIEVAL
):
recipient_descriptor: str
caller_descriptor: str
goal_description: str
fields: list[str]
# TODO: add fields for IVR, voicemail
class EchoAgentConfig(AgentConfig, type=AgentType.ECHO):
pass
class RESTfulUserImplementedAgentConfig(AgentConfig, type=AgentType.RESTFUL_USER_IMPLEMENTED):
class EndpointConfig(BaseModel):
url: str
method: str = "POST"
respond: EndpointConfig
generate_responses: bool = False
# generate_response: Optional[EndpointConfig]
# update_last_bot_message_on_cut_off: Optional[EndpointConfig]
class RESTfulAgentInput(BaseModel):
human_input: str
class RESTfulAgentOutputType(str, Enum):
BASE = "restful_agent_base"
TEXT = "restful_agent_text"
END = "restful_agent_end"
class RESTfulAgentOutput(TypedModel, type=RESTfulAgentOutputType.BASE):
pass
class RESTfulAgentText(RESTfulAgentOutput, type=RESTfulAgentOutputType.TEXT):
response: str
class RESTfulAgentEnd(RESTfulAgentOutput, type=RESTfulAgentOutputType.END):
pass
class WebSocketUserImplementedAgentConfig(AgentConfig, type=AgentType.WEBSOCKET_USER_IMPLEMENTED):
class RouteConfig(BaseModel):
url: str
respond: RouteConfig
generate_responses: bool = False
# generate_response: Optional[RouteConfig]
# send_message_on_cut_off: bool = False
class WebSocketAgentMessageType(str, Enum):
BASE = 'websocket_agent_base'
START = 'websocket_agent_start'
TEXT = 'websocket_agent_text'
READY = 'websocket_agent_ready'
STOP = 'websocket_agent_stop'
class WebSocketAgentMessage(TypedModel, type=WebSocketAgentMessageType.BASE): pass
class WebSocketAgentTextMessage(WebSocketAgentMessage, type=WebSocketAgentMessageType.TEXT):
class Payload(BaseModel):
text: str
data: Payload
@classmethod
def from_text(cls, text: str):
return cls(data=cls.Payload(text=text))
class WebSocketAgentStartMessage(WebSocketAgentMessage, type=WebSocketAgentMessageType.START):
pass
class WebSocketAgentReadyMessage(WebSocketAgentMessage, type=WebSocketAgentMessageType.READY):
pass
class WebSocketAgentStopMessage(WebSocketAgentMessage, type=WebSocketAgentMessageType.STOP):
pass