Federico Mariani created CAMEL-24721:
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             Summary: camel-openai: token budget and agentic observability for 
the Responses tool loop
                 Key: CAMEL-24721
                 URL: https://issues.apache.org/jira/browse/CAMEL-24721
             Project: Camel
          Issue Type: Improvement
          Components: camel-openai
            Reporter: Federico Mariani


CAMEL-24670 adds a tool loop to the {{responses}} operation, but only 
{{chat-completion}} supports the agentic extras:

* The cumulative {{CamelOpenAIAgenticPromptTokens}}, 
{{CamelOpenAIAgenticCompletionTokens}} and {{CamelOpenAIAgenticTotalTokens}} 
headers are not set, so after a tool loop the token headers only reflect the 
last model call.
* {{maxAgenticTokens}} is not enforced.
* The agentic trace ({{CamelOpenAIAgenticTrace}}) and the agentic loop 
lifecycle events are not produced.

Support them in the Responses tool loop as {{chat-completion}} does.

_Claude Code on behalf of Federico Mariani (Croway)_



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