### Search before asking - [x] I searched in the [issues](https://github.com/apache/flink-agents/issues) and found nothing similar. ### Description Currently, If the llm response doesn't match the output schema user configured, the result can be ignored or cause job fail. We should also support retry. ### Are you willing to submit a PR? - [x] I'm willing to submit a PR!