Chat

BaseChat

Bases: ABC

Base class for chat models.

__init__(config)

Initialize the chat model with the given configuration.

Parameters:

• config (BaseChatConfig) –

  Configuration for the chat model.

chat(messages) abstractmethod async

Asynchronously process the messages and return the generated response.

Parameters:

• messages (List[Any]) –

  A list of messages to process.

Returns:

• str –

  The generated response.

OpenAIChat

Bases: BaseChat, RetryMixin

Implementation of BaseChat for OpenAI models.

__init__(llm_manager, config)

Initialize the OpenAIChat with the provided LLM manager and configuration.

Parameters:

• llm_manager (OpenAIManager) –

  Manager for OpenAI LLM interactions.

• config (OpenAIChatConfig | Dict | str | Path) –

  Configuration for OpenAI chat.

chat(messages) async

Asynchronously process the messages and return the generated response.

Parameters:

• messages (List[ChatCompletionMessageParam]) –

  List of messages for chat completion.

Returns:

• str –

  The generated response.

Raises:

• RetryError –

  If retry attempts are exhausted.

• Exception –

  For any unexpected errors during processing.