200 lines
7.1 KiB
Python
200 lines
7.1 KiB
Python
"""Handles loading of plugins."""
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from typing import Any, Dict, List, Optional, Tuple, TypedDict, TypeVar
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from auto_gpt_plugin_template import AutoGPTPluginTemplate
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PromptGenerator = TypeVar("PromptGenerator")
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class Message(TypedDict):
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role: str
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content: str
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class BaseOpenAIPlugin(AutoGPTPluginTemplate):
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"""
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This is a BaseOpenAIPlugin class for generating Auto-GPT plugins.
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"""
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def __init__(self, manifests_specs_clients: dict):
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# super().__init__()
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self._name = manifests_specs_clients["manifest"]["name_for_model"]
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self._version = manifests_specs_clients["manifest"]["schema_version"]
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self._description = manifests_specs_clients["manifest"]["description_for_model"]
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self._client = manifests_specs_clients["client"]
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self._manifest = manifests_specs_clients["manifest"]
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self._openapi_spec = manifests_specs_clients["openapi_spec"]
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def can_handle_on_response(self) -> bool:
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"""This method is called to check that the plugin can
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handle the on_response method.
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Returns:
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bool: True if the plugin can handle the on_response method."""
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return False
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def on_response(self, response: str, *args, **kwargs) -> str:
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"""This method is called when a response is received from the model."""
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return response
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def can_handle_post_prompt(self) -> bool:
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"""This method is called to check that the plugin can
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handle the post_prompt method.
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Returns:
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bool: True if the plugin can handle the post_prompt method."""
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return False
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def post_prompt(self, prompt: PromptGenerator) -> PromptGenerator:
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"""This method is called just after the generate_prompt is called,
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but actually before the prompt is generated.
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Args:
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prompt (PromptGenerator): The prompt generator.
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Returns:
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PromptGenerator: The prompt generator.
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"""
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return prompt
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def can_handle_on_planning(self) -> bool:
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"""This method is called to check that the plugin can
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handle the on_planning method.
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Returns:
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bool: True if the plugin can handle the on_planning method."""
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return False
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def on_planning(
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self, prompt: PromptGenerator, messages: List[Message]
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) -> Optional[str]:
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"""This method is called before the planning chat completion is done.
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Args:
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prompt (PromptGenerator): The prompt generator.
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messages (List[str]): The list of messages.
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"""
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pass
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def can_handle_post_planning(self) -> bool:
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"""This method is called to check that the plugin can
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handle the post_planning method.
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Returns:
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bool: True if the plugin can handle the post_planning method."""
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return False
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def post_planning(self, response: str) -> str:
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"""This method is called after the planning chat completion is done.
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Args:
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response (str): The response.
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Returns:
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str: The resulting response.
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"""
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return response
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def can_handle_pre_instruction(self) -> bool:
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"""This method is called to check that the plugin can
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handle the pre_instruction method.
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Returns:
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bool: True if the plugin can handle the pre_instruction method."""
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return False
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def pre_instruction(self, messages: List[Message]) -> List[Message]:
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"""This method is called before the instruction chat is done.
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Args:
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messages (List[Message]): The list of context messages.
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Returns:
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List[Message]: The resulting list of messages.
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"""
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return messages
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def can_handle_on_instruction(self) -> bool:
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"""This method is called to check that the plugin can
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handle the on_instruction method.
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Returns:
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bool: True if the plugin can handle the on_instruction method."""
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return False
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def on_instruction(self, messages: List[Message]) -> Optional[str]:
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"""This method is called when the instruction chat is done.
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Args:
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messages (List[Message]): The list of context messages.
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Returns:
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Optional[str]: The resulting message.
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"""
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pass
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def can_handle_post_instruction(self) -> bool:
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"""This method is called to check that the plugin can
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handle the post_instruction method.
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Returns:
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bool: True if the plugin can handle the post_instruction method."""
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return False
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def post_instruction(self, response: str) -> str:
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"""This method is called after the instruction chat is done.
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Args:
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response (str): The response.
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Returns:
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str: The resulting response.
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"""
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return response
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def can_handle_pre_command(self) -> bool:
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"""This method is called to check that the plugin can
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handle the pre_command method.
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Returns:
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bool: True if the plugin can handle the pre_command method."""
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return False
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def pre_command(
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self, command_name: str, arguments: Dict[str, Any]
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) -> Tuple[str, Dict[str, Any]]:
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"""This method is called before the command is executed.
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Args:
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command_name (str): The command name.
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arguments (Dict[str, Any]): The arguments.
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Returns:
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Tuple[str, Dict[str, Any]]: The command name and the arguments.
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"""
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return command_name, arguments
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def can_handle_post_command(self) -> bool:
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"""This method is called to check that the plugin can
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handle the post_command method.
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Returns:
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bool: True if the plugin can handle the post_command method."""
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return False
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def post_command(self, command_name: str, response: str) -> str:
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"""This method is called after the command is executed.
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Args:
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command_name (str): The command name.
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response (str): The response.
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Returns:
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str: The resulting response.
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"""
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return response
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def can_handle_chat_completion(
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self, messages: Dict[Any, Any], model: str, temperature: float, max_tokens: int
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) -> bool:
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"""This method is called to check that the plugin can
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handle the chat_completion method.
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Args:
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messages (List[Message]): The messages.
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model (str): The model name.
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temperature (float): The temperature.
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max_tokens (int): The max tokens.
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Returns:
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bool: True if the plugin can handle the chat_completion method."""
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return False
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def handle_chat_completion(
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self, messages: List[Message], model: str, temperature: float, max_tokens: int
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) -> str:
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"""This method is called when the chat completion is done.
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Args:
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messages (List[Message]): The messages.
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model (str): The model name.
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temperature (float): The temperature.
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max_tokens (int): The max tokens.
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Returns:
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str: The resulting response.
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"""
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pass
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