chatflock.composition_generators.langchain¶

Module Contents¶

class chatflock.composition_generators.langchain.LangChainBasedAIChatCompositionGenerator(chat_model, fixed_team_members=None, generator_tools=None, participant_available_tools=None, chat_model_args=None, spinner=None, n_output_parsing_tries=3, generate_composition_extra_args=None)¶

Bases: chatflock.base.ChatCompositionGenerator

Helper class that provides a standard way to create an ABC using inheritance.

Parameters:

chat_model (langchain.chat_models.base.BaseChatModel)
fixed_team_members (Optional[List[chatflock.base.ActiveChatParticipant]])
generator_tools (Optional[List[langchain.tools.BaseTool]])
participant_available_tools (Optional[List[langchain.tools.BaseTool]])
chat_model_args (Optional[Dict[str, Any]])
spinner (Optional[halo.Halo])
n_output_parsing_tries (int)
generate_composition_extra_args (Optional[Dict[str, Any]])

chat_model¶

chat_model_args¶

fixed_team_members¶

generator_tools¶

participant_available_tools¶

spinner¶

n_output_parsing_tries¶

generate_composition_extra_args¶

participant_tool_names_to_tools¶

generate_composition_for_chat(chat, goal, composition_suggestion=None, interaction_schema=None)¶

Parameters:

chat (chatflock.base.Chat)
goal (str)
composition_suggestion (Optional[str])
interaction_schema (Optional[str])

Return type:

chatflock.base.GeneratedChatComposition

create_compose_team_system_prompt()¶

Return type:: str

create_compose_team_first_human_prompt(goal, participant_available_tools=None, composition_suggestion=None, participants_interaction_schema=None)¶

Parameters:

goal (str)
participant_available_tools (Optional[List[langchain.tools.BaseTool]])
composition_suggestion (Optional[str])
participants_interaction_schema (Optional[str])

Return type:

str

execute_messages(messages)¶

Parameters:: messages (Sequence[langchain.schema.BaseMessage])
Return type:: str