[Bug]: No way to use actions in inbound calls if a custom AgentFactory is not created.

[robotaref]

Brief Description

All agent factories inherited from AbstractAgentFactory, try to create agents with default constructors, like this:

    def create_agent(self, agent_config: AgentConfig) -> BaseAgent:
        ...
         if isinstance(agent_config, ChatGPTAgentConfig):
            return ChatGPTAgent(agent_config=agent_config)
        ...

the problem here, is that they use DefaultActionFactory, which in default mode, their action_configs_dict is set to an empty dictionary, which later on, no action config can pass the following code:

    def create_action(self, action_config: ActionConfig):
        if action_config.type not in self.action_configs_dict:
            raise Exception("Action type not supported by Agent config.")

I'm not sure this is a bug, but it completely neglects the purpose of have a default factory for both this classes.

LLM

ChatGPT

Transcription Services

None

Synthesis Services

None

Telephony Services

None

Conversation Type and Platform

I've encountered it in streaming twilio calls, but I believe everyone should suffer from this.

Steps to Reproduce

Nothing complicated. Just use

            base_url=BASE_URL,
            config_manager=config_manager,
            inbound_call_configs=[SOME_CONFIG_WITH_ACTIONS],
        )

and then try to call.

Expected Behavior

I think it should use actions.

Screenshots

No response

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