wenjin272 commented on issue #280:
URL: https://github.com/apache/flink-agents/issues/280#issuecomment-3485983898

   You can refer to the  structured output doc of 
langChain:https://docs.langchain.com/oss/python/langchain/structured-output.
   
   Roughly speaking, the performance of structured output can be ranked as 
follows:
   1. Use the native structured output capabilities provided by the model 
provider, currently only OpenAI and Grok.
   2. Use the tool calling to achieve the same result.
   3. Use prompt and examples to instruct llm.
   
   Flink-Agents should provide all the strategy.
   
   In addition, these questions seem to be rhetorical ones posed by an AI 
programming assistant. I hold a positive attitude towards using AI for 
programming assistance, but developers should to ensure their own understanding 
of the problems and the quality of the generated code.


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