[Bug]: push notification is not implemented exactly according to the A2A protocol

### What happened?

according to the A2A protocol, notification should send while receiving any updates of the task.

But, at the code of A2A, it was implemented the wrong way, thus only send notification after initial return

### Relevant log output

```shell

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### Code of Conduct

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