OpenAI: Response API Conversation Memory

[AkhileshNegi]

Is your feature request related to a problem? Please describe.
We have recently integrated OpenAI response API in AI Platform but to retain conversation memory there is a slight twist as opposed to threads API
According to the docs here:
https://platform.openai.com/docs/guides/conversation-state?api-mode=responses#openai-apis-for-conversation-state

If we extend the code to send a third message, we’re supposed to pass the response_id from the second_response. But this response_id is different from the response_id from first_response — it has the same prefix and suffix, but the middle part changes.

This seems quite different from the Threads API, where one can keep the same thread_id for the whole conversation, even though each message has its own message_id.

Describe the solution you'd like
While this is raised to OpenAI team, we'll need a temporary solution meanwhile in AI Platform to retain conversation memory through single ID as we are planning to migrate Glific